#Using AI in journalism and open-source research

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woeful python
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I've sent it a problem to crunch from an old cegep textbook to test it out:

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google translated from french, so keep that in mind:

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I asked it to redo the problem 4 times, got a different answer each time

rapid atlas
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Ah, interesting.

stark fractal
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Please note that the original research paper is not making any claims about the models getting less powerful over time. The paper only looks at whether the behaviour of the models is changing in general (e.g. due to re-training or other factors). They are not performing qualitative assessments, or rather that is not the intended function of these experiments. The idea is to show that the assumption "ChatGPT consistently performs this way now, therefore it will behave this way in the future" is false. The dramatic decline in performance is misleading reporting at best, not supported by the paper.

abstract nest
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@lost geyser So I stumbled upon this and now it makes much more sense how that article was so obsessed with the Enlightenment, it is something that Steven Pinker brings out. And Pinker is quite influential in Silicon Valley views https://iai.tv/articles/does-the-enlightenment-need-defending-auid-1149

IAI TV - Changing how the world thinks

Neuroscientist Steven Pinker and postcolonial theorist Homi Bhabha, both professors at Harvard University, debate the good, the bad and the ugly of the Enlightenment in the twenty-first century, starting with Pinker's latest book Enlightenment Now.

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Enlightenment Now: The Case for Reason, Science, Humanism, and Progress is a 2018 book written by Canadian-American cognitive scientist Steven Pinker. It argues that the Enlightenment values of reason, science, and humanism have brought progress, and that health, prosperity, safety, peace, and happiness have tended to rise worldwide. It is a fol...

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Wasn't aware of this tbh, Pinker isn't really that popular in cogsci, he is more outside of the field, which is a red flag

wicked bridge
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Didn't Sam Altman admit that ChatGPT was scrapping Reddit posts?

lost geyser
abstract nest
lost geyser
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Hoo boy.

abstract nest
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And well, it's a salad, some ideas are clearly based on research, but many others have been discredited, and he has been notorious for overly relying on biological and genetic factors for behaviour (he's one of the big names of evolutionary psychology, which is riddled with questionable and weak evidence claims), also a big proponent around IQ

lost geyser
abstract nest
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Pinker has been very influential in Silicon Valley too, actually doing a write up on that, that's how I stumbled upon it 👀

lost geyser
abstract nest
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I'll share a link there once it's ready

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I'll also DM you my WIP in a while too

lost geyser
abstract nest
patent pendant
toxic crater
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speaking of attacks on LLMs

burnt yoke
jaunty siren
toxic crater
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I did this

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Reviewed date
Published date
moscow4 facepalm

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Predatory journals aren't even trying at this point

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From what I understand these sorts of papers and publishers mostly exist because some third world universities have extremely strict but poorly designed publication incentives/mandates

stark fractal
patent pendant
burnt yoke
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I recall reading an essay several years back that discussed how our language reflected our relationship to time. The article was considering racial/social impacts (it was US-centered, focused on English) as well, and how often people raised in different parts of American culture would refer to time as something inherently with value. I no longer recall where I read it, but there was an implication that "rich people" or people of a class that were economically rising would talk about time as if it was a commodity. Time is something you spend; something that was worthwhile was something that you would *__invest __*your time in - language that reflected time itself of having worth. The author, if I recall right, linked the change to the industrial age, where we started "clocking" people in and out of shifts, and we paid them for their time rather than what they produced.

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I have no idea if Axios's angle on the impact of AI for the future is correct, but it seems plausible.

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And if that essay sounds at all familiar to anyone, I'd love to go back and re-read it - I wish I had kept track of it. I tired using Ngram to produce data that would back it up, and if you assume the data is at all useful, it seems that "spending time" tracked up post-WWII, but I can't say much more than that:
https://books.google.com/ngrams/graph?content=spend+time%2Cinvest+time%2Cpass+the+time&year_start=1800&year_end=2019&case_insensitive=on&corpus=en-2019&smoothing=5

woeful python
abstract nest
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Oh, just found this is from @sinful sundial 😅

sinful sundial
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fwiw I'm not 100% sure it's necessarily an "AI" upscale, but it's got weird artefacts either way

wicked bridge
abstract nest
wicked bridge
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In my personal opinion, the current leadership of AP is woefully incompetent.

abstract nest
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Holy cow

wicked bridge
abstract nest
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Let's give this a positive twist: Using Midjourney to predict how children stolen during Argentina's dictatorship have grown and thus identify them and reunite them with their true families https://apnews.com/article/argentina-disappeared-children-military-dictatorship-artificial-intelligence-b847832cbaa940889d2448c0ff6d8a20

AP News

If a baby was taken from their parents four decades ago during Argentina’s military dictatorship, what would that person look like today?

wicked bridge
patent pendant
toxic crater
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Pretty clearly an issue with the training set. It actually does pretty well in Finnish, for example

lost geyser
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The geico gecko throwing a shoe at bush

lilac ginkgo
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beautiful

lost geyser
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this is art

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prompt

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the geicko gecko throwing a shoe at a pale bush43 man standing on a podium in a hangar in the desert, circa 2006. Hyperrealistic image.

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i like that the gecko tied both shoes together

lilac ginkgo
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deserves to be in the louvre

lost geyser
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that's legit a-game

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took me a few tries to get it right, but since I work in AI, and know basic prompt engineering, I got it.

If bellingcat ever does a sequel article to Dall-E 3 agit prop, I have a whole bunch of these.

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I tried to think of the most "harmless" but still somewhat politically relevant thing to punch into bing, so the bush shoe incident came to mind, and since Tristan mentioned Geico before, I added them together.

stark fractal
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I only care about obese Putin.

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We're not really encouraging reaction GIFs here in the server.

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Just as a general hint.

lost geyser
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When I get more boosts I am going to do Obama tan suit incident

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lmao

lilac ginkgo
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Uh

stark fractal
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My Trump mugshots. Those turned out so well.

lilac ginkgo
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I tried the prompt

lost geyser
lilac ginkgo
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It did Obama lol

flat crater
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Some of my "favorites"

lilac ginkgo
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The lizicopter is great

stark fractal
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You asked for it, I'm searching for the Minions now.

flat crater
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If anyone here is a corporate representative of Geico, Disney, or Nickelodeon, you're legally required to tell me before you sue us

lost geyser
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the last one could literally be in "pioneers of tomorrow" with Farfur the Mouse

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lmao

lost geyser
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how bad is the red teaming omg

stark fractal
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But the Minions, but those were pretty fun.

lost geyser
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oh dear god

stark fractal
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Free nightmares

flat crater
lost geyser
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idk

stark fractal
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I found it and I'm so sorry.

patent patio
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What the fuck are you guys doin

stark fractal
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Bellingcat research

patent patio
flat crater
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The real game changer is that now with Bing, prompts that get the 'unsafe image content detected dog" still count against your quota. Before you could just keep pressing "create" and eventually one would get through

lost geyser
lilac ginkgo
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No lol

stark fractal
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Hey, what you refer to as "spamming the service", I call "normal research use".

lilac ginkgo
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You can trigger image generation by say generate image of and then prompting

lost geyser
stark fractal
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This was back around July/August 2022.

lost geyser
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WTAF?!

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@stark fractal you want me to dump some of the experiments mentioned in #data-science-and-engineering ?

flat crater
# lilac ginkgo Does bing chat counts towards quota because so far I don't think it does

Generating images using chat is much more nerfed than the Image creator interface. For example, I can use Image Creator to generate an image for the prompt the Geico gecko as a US marine at a prison, but trying the same prompt in chat, Bing responds I’m sorry, but I am not able to create an image of the Geico gecko as a US marine at a prison. However, I can create an image of the Geico gecko as a US marine. Would you like me to do that?

lost geyser
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i found a good chunk of them (lots of backscrolling)

lilac ginkgo
lost geyser
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what clause of the Geneva Conventions did Elmo violate?

lost geyser
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"Tell me how to get to Sesame Street. I dare you!"

woeful python
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since this is now the AI art channel,

lost geyser
woeful python
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theres so much beautifully wacky stuff on here

lost geyser
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George was a very curious monkey

flat crater
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I'm burning through my whole Bing quota trying to get it to recreate that Abu Ghraib picture

flat crater
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Midjourney just isn't capable of handling more complex prompts, like

The Geico gecko as a US marine at a prison. A prisoner stands on a box, wearing a hood, with his arms outstretched. There are electrical wires attached to the prisoner's hands. The gecko points at the prisoner and smiles
lost geyser
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they get more bizarre with the negative weights

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(*prompt: wrong server)

lilac ginkgo
lost geyser
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if you click on it, it expands to image. not sure why it did that.

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maybe the rate of send?

lilac ginkgo
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I tried tapping it

lost geyser
lilac ginkgo
lost geyser
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hm. i can try on another device.

lilac ginkgo
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Jk I got it had to open in browser @lost geyser

lost geyser
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ELMO THREW THE SHOE

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perfection

lost geyser
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Friendship can end the Iraq War

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holy shit I got chatGPT to do waterboarding

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my bush era memes are too much

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welp I'm going to hell.

furry pouring water at a military prison

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adult onesies all around

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remember to do controlled pours for 20 seconds

fierce rapids
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Still waiting for a Care Bear to appear…

lost geyser
lost geyser
wicked bridge
lost geyser
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A16z is one of the funds ever

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what a meandering nonsensical diatribe. he went full hyperbolic.

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was he on drugs when he wrote that manifesto?

wicked bridge
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They have been responsible for artificially creating many of the tech hype cycles from the past 7 years.

wicked bridge
lost geyser
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Yoshi commits tax fraud

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The broken egg. Wild.

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omg.

Applejack fleeing Waco

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if derpibooru got their hands on this

stark fractal
lilac ginkgo
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I hope nobody comes to this post wanting to do actual research lol

lost geyser
lost geyser
# lost geyser was he on drugs when he wrote that manifesto?

I just took the time to read Marc Andreessen's blog post.

As 404 Media said, this looks like a fanfiction of Ayn Rand's "The Fountainhead". I can corroborate this claim.

Supporting tech accelerationism and being a dick are mutually exclusive.

You NEED regulations for things, even bare bones ones. It's how planes fly safely for crying out loud!

lost geyser
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Elmo interrogating prisoners at gitmo, 2003

lost geyser
lost geyser
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Elmo as an Eldritch God

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not really a red team but a cool gen

lilac ginkgo
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in response to the "clocks with handles comment" by @gray jacinth #chit-chat message
prompt: digital clock with handle on top

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bing image generation

lost geyser
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the 13:13 is a nice generative touch.

lilac ginkgo
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dalle 3 did it too well imo

stark fractal
lilac ginkgo
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nevermind, it appears some prompts work and others don't

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ah yes

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maybe it got mad at me becauses I was trying to make it draw a netanyahu shaped clock.

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But Eisenhower clocks are just fine apparently

patent pendant
lilac ginkgo
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Also just realized that's Kevin Klyman's LinkedIn and he's also a coauthor, fantastic dude

lost geyser
wicked bridge
lost geyser
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basically "snake eating its tail" but with LLMs

lilac ginkgo
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Really excellent piece

lost geyser
lilac ginkgo
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no and that's exactly what the big players want (meaning your fly in a bull's ear works perfectly)

lost geyser
lost geyser
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Like sure. If you've worked privately for an AI company, that's fine. We need actual experts. Just don't have any stake in it once you leave.

It's like insider trading on steroids.

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The revolving door has its place. For example, if you work in government, you can be an advisor for a university after you serve, to teach the next generation.

Same with tech. A lot of C suite people in silicon valley revolve into NGOs for effective altruism.

You have to do it right, though. That's the problem.

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This is one reason why I love Meta's AI division so much.

Sure. It's Meta. They are a legacy tech company. But their head AI scientist is Yann Lecun, who adamantly believes in open-sourcing AI and ML for humanity's collective benefit. Almost everything Meta has published so far was under an Apache 2 open source license.

That's HUGE.

lost geyser
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Yann is quite a colorful character.

lost geyser
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Nice.

lilac ginkgo
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I think it is worth noting that there are a lot of really other awesome people doing work in the ethical AI space. Timnit Gebru, Mallory Mitchell, Emily M Bender and many others

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I don't wanna list all the names here but those are just few

lost geyser
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Timnit is an underappreciated badass.

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Relevant to this post tbh.

lilac ginkgo
abstract nest
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Also someone who has been targeted by TESCREALs

stark fractal
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I'm a bit surprised by the appreciation. The times she's been involved in public controversy left a bit of a bad taste for me. But then again, I haven't really been following the space, so I might have missed her more important work.

lilac ginkgo
stark fractal
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Oh yeah, I have a similar opinion about LeCun.

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For example.

lost geyser
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Both have hot takes and weird public spats

lilac ginkgo
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Think it comes with the territory

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Very hard to be in the space without someone else in the space disliking something you've done lol

lost geyser
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Says almost everything

lilac ginkgo
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Guy is a laughingstock

lost geyser
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I genuinely tried implementing his capsule network idea and it was way better on paper than in practice.

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[Unrelated to the sentiment above.]

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LeNet5 tho 👌🏽

stark fractal
stark fractal
lost geyser
lost geyser
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I live in Montreal so at least I have that in common with Bengio

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lol

lost geyser
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https://www.frontiermodelforum.org/announcement/

AI ethics consortium has a chairman now.

Chris Meserole is Frontier Model Forum's chairman.

Anthropic, Google, Microsoft & OpenAI announce Executive Director of the Frontier Model Forum & over $10 million for a new AI Safety Fund  October 25, 2023 Today, Anthropic, Google, Microsoft, and OpenAI are announcing the selection of Chris Meserole as the first Executive Director of the Frontier Model Forum, and the creation of a new AI […]

lost geyser
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(formerly now)

lost geyser
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lol nice

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(to the Frontier model forum, I mean. Alignment think tanks need policy wonks. My boss said they'd write me a letter of reference)

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that's fantastic.

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yeah. I'm stoked

burnt yoke
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^ Headline reads "The AI-Generated Child Abuse Nightmare Is Here"

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(Wired article)

rustic raven
rustic raven
lost geyser
lost geyser
lost geyser
lilac ginkgo
lost geyser
lilac ginkgo
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only party I'd be at is a LAN party (maybe) lol

wicked bridge
lilac ginkgo
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is it just me or has there been a dramatic increase in CAPTCHAs since ChatGPT and similar chatbots got popular?

wicked bridge
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It's not just you

lost geyser
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There is significant focus on evaluation and standards for AI systems, including @NIST developing red-teaming standards.

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Particularly interesting to me is the focus on AI+healthcare and AI+education. Would love to learn more details about this...

💖 31

lost geyser
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AI art lawsuit dismissed

lost geyser
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what does it practically mean to "defer the special motion to strike"? is this pending the plaintiffs' amendment?

lost geyser
lilac ginkgo
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was this the really big lawsuit?

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also do you have the courtlistener link?

lilac ginkgo
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The White House

Today, President Biden is issuing a landmark Executive Order to ensure that America leads the way in seizing the promise and managing the risks of artificial intelligence (AI). The Executive Order establishes new standards for AI safety and security, protects Americans’ privacy, advances equity and civil rights, stands up for consumers and worke...

stark fractal
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Very interested to see what the watermarking guidelines will look like.

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Not sure that's a solvable problem.

lilac ginkgo
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Agreed

lost geyser
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OpenAI devday tomorrow

wicked bridge
lost geyser
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war profiteering

patent pendant
lilac ginkgo
lost geyser
stark fractal
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Conjecture is a fitting company name.

lost geyser
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Valid. Seen this first-hand.

stark fractal
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I'd be fine with ChatGPT replacing management consultants 🫣

lost geyser
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Same.

fierce rapids
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Sure, but I don't think that's what this is. This is management consultants + ChatGPT vs the rest of us.

paper grove
stark fractal
# paper grove

Hey there, as per our #rules, we don't allow self-promotion or advertisements for paid products here.

However, after watching the video, I've decided to leave your messages up for the entertainment value. This just seems to be ChatGPT using its OCR feature to Google place names visible in the image. Which, unless I'm missing something, seems less than impressive.

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@lost geyser your assessment on this?

paper grove
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Sure thanks, it’s a visual representation of our project. There’s more to it than that, J.K.

stark fractal
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Could you explain? We'd be interested in hearing what this does differently than the current state of the art of deep learning-based geolocation research.

paper grove
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GeoShield is pretty different from what's out there in deep learning geolocation. Here's the quick rundown:

  1. Diverse Data: We're not just looking at streets and landmarks. GeoShield can analyze everything from cityscapes to stars, giving us a wider geolocation scope.

  2. Easy for Everyone: We've made it super user-friendly, so you don't need to be a tech whiz to use it.

  3. Eco-Friendly Tech; It's built with sustainability in mind, which is kind of a big deal in the AI world.

  4. ChatGPT and other advanced Integration: We're planning to bring in AI like ChatGPT to make GeoShield not just smart, but also interactive and more helpful.

  5. Ethical by Design: We're really focusing on the responsible use of geolocation tech, keeping privacy and ethics in the mix.

  6. Real-time Data: Unlike many tools that use old data, GeoShield is all about real-time accuracy.

Basically, GeoShield is about blending advanced tech with user-friendliness, eco-awareness, and ethical use. That's what makes it stand out.

stark fractal
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So it's only about the product design aspect? I was hoping we could have a technical discussion about this.

paper grove
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I appreciate your interest in the technical intricacies of GeoShield. While I’d love to delve into a detailed discussion, it’s important to note that every aspect of our product, including the technology behind it, is carefully crafted and unique to our vision. Due to the sensitive nature of our work, I prefer not to disclose specific technical details at this stage. Rest assured, our focus isn’t solely on design; it encompasses a comprehensive approach to functionality, user experience, and innovative technology.

stark fractal
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So you're only interested in advertising the project here?

paper grove
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We’re not here for advertising. GeoShield is dedicated to aiding beginners in image intelligence and geolocation analysis, ensuring it’s accessible and free for all. Our collaboration with law enforcement and security agencies underscores our commitment to responsible and impactful use of this technology.

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Whether you’re new to this or a seasoned pro, the tool’s got something for everyone. It’s pretty dynamic, always leveling up to meet different needs.

stark fractal
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That sounds like an ad to me.

paper grove
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@stark fractal As a moderator for a journalistic site like Bellingcat, intellectual honesty and integrity are essential. Speaking from my experience as a former editor-in-chief and reporter, I must say that I don’t see these qualities adequately reflected in your approach.

lilac ginkgo
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Dude you're advertising and that's explicitly against the rules. Someone has already been timed out recently for being confrontational

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Furthermore, you had sent a grand total of four messages here prior to posting an advert

patent patio
paper grove
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Thank you, I will respond to the DM, Sarah.

pulsar sandal
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@paper grove is there a dataset of Bellingcat papers?

lilac ginkgo
stark fractal
fierce rapids
lilac ginkgo
stark fractal
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I'll just be going back to hosting everything over Gopher.

lilac ginkgo
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Gemini is the hot new thing (this is a joke)

pulsar sandal
lilac ginkgo
pulsar sandal
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Oh ur right, i thought he said moderator of bellingcat

lilac ginkgo
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@normal idol is one

pulsar sandal
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He said of a site LIKE bellingcat

stark fractal
pulsar sandal
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Also, its difficult to find and scrape every single article from a site

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Was also hoping there was an archive of deleted/removed articles maybe

lilac ginkgo
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Indeed

stark fractal
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May I ask what you're planning to use the dataset for?

pulsar sandal
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Aight. I think i found a dataset from a guy on the-eye, so imma use that

pulsar sandal
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AI basically

stark fractal
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Could you elaborate a bit? I know quite a bit about ML stuff, but I'm unfamiliar with what you're talking about.

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@lost geyser would probably also be very interested.

lost geyser
pulsar sandal
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Sure. Im not seeking to “replace” complex large-context critical-thinking—I don’t think the technology is there yet bc of the prohibitive compute power/time required. But, I have seen some really extraordinary things achieved with LLMs breaking down smaller pieces of “evidence” into a Symbolic Logic language for finer processing. This allows much more accurate critique on claims/counterclaims, and Im really curious to see how a tiny LLM like Mistral could help investigative thinking if I align it along a more investigative chain of thought.

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With how SEO has basically Goodhart Law’d search engines, I see things going down the Tavily.app route, and if that’s what people are gonna start relying on, I want to know how alignment is gonna shape it’s answers

pulsar sandal
lost geyser
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ok so at least two comments on that:

  • replacement is a fundamentally flawed concept. it's really about augmenting a human analytical workflow. when you right-align the approach there it becomes directionally correct. but that's somewhat pedantic vs the next point.
  • decomposing problems into first principles can and has been done wrt CoT and ToT (and various reimaginations). this is feasible enough to do.
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and again the inclusion of human-in-the-loop evaluation at each evidentiary piece evaluated is crucial as more of a QA and corrective measure. rather than the original decision-making process.

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so IIUC you want to ingest a bunch of investigatory methods and make that become the basis for a CoT methodology?

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(Berkley is a good one as well)

pulsar sandal
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I want to measure the results of a Bellingcat LORA vs traditional CoT first

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Zephyr just uploaded a wonderful guide completely opening their model for recreation. In it, they proposed DPO, which seems like a perfect format for this kind of, “style” or “behavior” (im really not sure what to call it yet, and I feel like thats gonna be a big part of it… any ideas?)

lost geyser
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yea DPO is a pretty good strategy and a bit lower-intensity

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do you have a link to the Zephyr guide?

pulsar sandal
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Yea lemme send it

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Its honestly great, and once they fill out the Cookbook, it’ll be real eyecandy

pulsar sandal
lost geyser
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Side Q: are you experienced in the domain sufficient to set up POs and test scenarios and conduct error analysis?

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jw--I'm not so that's about where my creative insight ends.

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ig in the non-legalistic sense of "investigate" but in a legal sense ngmi (me).

pulsar sandal
lost geyser
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ok tracking.

set up your experiments in a controlled fashion starting from smallest/simplest to largest/complex. that helps manage scope and measure impact as you progress through whatever challenges you've defined.

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iterate through those in whatever seems reasonable and it might make sense to even establish a repository of your test cases.

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that way you can run full regression tests against prior tests (measure drift) against new ones that might confound the model.

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haven't personally evaluated DPO under the lens of catastrophic forgetting but i'd be concerned about disturbing any previously known-good behaviors the model exhibits.

pulsar sandal
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So a learning experience 😁

lost geyser
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well nbd in this sense--not a showstopper. sometimes expert intuition is a strong guide and corrective guardrail.

pulsar sandal
lost geyser
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another non-critical suggestion: I like to version the prompts (in proper projects, not so much my side stuff). that helps you also track changes over time and understand what might've had unforeseen downstream effects and unintended consequences.

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totally optional but occasionally helpful in end-to-end diagnosis.

pulsar sandal
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I think this is really the first step: how do you think I should go about teaching the LLM the entire damn Berkeley manual?

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Well im not asking for a full solution lol, but u have any ideas/optimizations in mind?

lost geyser
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ig it depends on which format you're using. I see a PDF with two-column layout which is problematic sometimes for PDF parsers.

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(I usually experience that issue with scientific manuscript PDFs)

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lotta footnotes as well in one I'm looking at.

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sections are numbered which affords an interesting advantage i've not seen in other documents.

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helps you segment them pretty cleanly for the modeling pipeline

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yea ig so sweep through whatever manuscript you start with and figure out which pages require some creative processing strategy. seems fairly straightforward with some nuances.

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there's at least one diagram I saw; numerous chapter summary pages; some stylistic empty pages for filler. things like that to consider.

pulsar sandal
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Ill def have to to this by hand

lost geyser
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(for context, Chollet created ML framework keras)

pulsar sandal
stark fractal
patent pendant
lost geyser
lost geyser
patent pendant
stark fractal
lost geyser
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just gonna leave this evil triad rh:

pulsar sandal
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Lmfao

abstract nest
lost geyser
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how ... ironic

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(I just pinged him this at the same time)

abstract nest
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Where's social spec?

stark fractal
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That's you

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We kicked you out angrydog

lost geyser
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lmao rude bot is rude

lilac ginkgo
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that's so weird

neon fjord
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Thanks for sharing though 💀

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Btw I think that spec is the top tier of usernames that you can get

stark fractal
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Especially stuff like adversarial examples to attack classification is super fascinating.

lost geyser
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I plant malware in my peers' ML models and poison their commit supply chain for fun.

patent pendant
lilac ginkgo
lost geyser
#

there was an AMA today on OpenAI's discord about DALL-E 3

patent pendant
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lost geyser
patent pendant
wicked bridge
stark fractal
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This would (likely) be illegal in Europe thanks to the GDPR.

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Specifically Article 22.

lilac ginkgo
#

Google has opened up Notebook LM early access

lilac ginkgo
#

Hmmm there's also https://petal.org

Petal is an AI-powered document analysis platform that enables you to chat with your documents. Petal’s context-aware generative AI provides you with accurate and reliable answers sourced directly from documents you trust. Understand complex and technical topics quickly and painlessly. Summarize, translate, and even draft new content using out b...

lost geyser
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wild

stark fractal
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OpenAI? More like OpenGoodbye!

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I'll see myself out sad

lost geyser
#

joke was going to be made, you just lead the pack.

lost geyser
#

i'll also see myself out. sad

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The board no longer has confidence in his ability to continue leading ...
one of the most loaded corporate PR statements ever made.

lilac ginkgo
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Mr. Altman’s departure follows a deliberative review process by the board, which concluded that he was not consistently candid in his communications with the board, hindering its ability to exercise its responsibilities. The board no longer has confidence in his ability to continue leading OpenAI.
In a statement, the board of directors said: “OpenAI was deliberately structured to advance our mission: to ensure that artificial general intelligence benefits all humanity. The board remains fully committed to serving this mission. We are grateful for Sam’s many contributions to the founding and growth of OpenAI. At the same time, we believe new leadership is necessary as we move forward. As the leader of the company’s research, product, and safety functions, Mira is exceptionally qualified to step into the role of interim CEO. We have the utmost confidence in her ability to lead OpenAI during this transition period.”

#

Just absolutely wild

stark fractal
#

Mr. Altman’s departure follows a deliberative review process by the board, which concluded that he was not consistently candid in his communications with the board, hindering its ability to exercise its responsibilities. The board no longer has confidence in his ability to continue leading OpenAI.
Sounds like political infighting.

lilac ginkgo
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He was literally on the stage at devday

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LAST WEEK

stark fractal
#

These things have a tendency of being completely hidden from public view until they suddenly explode.

lilac ginkgo
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Hoping we find out more lmao

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🍿

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The CNBC story just said this a breaking news update when I clicked it and just said he was leaving. The verge had the full story lmao

stark fractal
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Would be interesting to know what topics they clashed over in particular. I guess we'll have interviews/leaks soon enough.

lilac ginkgo
#

Yeah, I wonder if he'll talk first or if they will

lost geyser
#

Do we know anything about the leadeship skill of his backfill?

lilac ginkgo
#

If openai says anything it'll have to be leaks

lost geyser
#

sometimes that's telling.

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this one does all the naughty things you won't so here's the door

lilac ginkgo
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I'm not sure I follow

lost geyser
#

meaning one angle could be that he has taken a direction that the board doesn't align to, but maybe his successor does.

lilac ginkgo
#

Gotcha

lost geyser
#

Sam doesn't seem particularly controversial unless I'm missing something?

stark fractal
lilac ginkgo
#

who could I be talking about

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We'll never know

stark fractal
lilac ginkgo
#

Wait did it say unanimous

stark fractal
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No, I mean that there'll be people unhappy with the decision, even if they're not voicing it.

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So someone might talk.

lilac ginkgo
#

Got it

stark fractal
#

The chairman also resigning is sus

lilac ginkgo
#

I was confused just ignore me

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Oh shit

stark fractal
#

Might be that he suppressed discontent too long

lilac ginkgo
#

I didn't see that piece. that's like buried in there

lost geyser
#

leading one of the hottest hype trains in AI summer and forced to exit.

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what a legacy.

lilac ginkgo
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yup

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Could it be the heavy reliance on Microsoft

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It's just wild

stark fractal
#

Yeah, the Microsoft thing was a bit concerning.

lilac ginkgo
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yeah. it's weird. sometimes you couldn't tell the two companies apart

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I need the leaks already

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lol

lilac ginkgo
#

Idk if we need a forum post but this where I'm gonna post about this for now

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seems he didn't want Altman out, like @stark fractal predicted

stark fractal
#

Ohhhhhhhhhhhhhhh

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That's spicy

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If you recall,

As a part of this transition, Greg Brockman will be stepping down as chairman of the board and will remain in his role at the company, reporting to the CEO.

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And now

but based on today's news, i quit.

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He was ousted

stark fractal
lilac ginkgo
#

don't like Swisher much but wow

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Wonder if this will have an effect on prominence of GPT

stark fractal
#

Actual OpenAI again? 🫣

lilac ginkgo
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I wish

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Tbf, I never quite understood what happened to the open aspect

lost geyser
lilac ginkgo
#

Like I said I don't like Swisher very much.

But dang she's got sources

lilac ginkgo
lilac ginkgo
lost geyser
#

At 12:19pm, Greg got a text from Ilya asking for a quick call. At 12:23pm ... was told that he was being removed from the board (but was vital to the company and would retain his role) and that Sam had been fired.
this is just bizarre.

lilac ginkgo
#

Indeed

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Eager to hear what the other board members have to say

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Aren't in a position not to issue some kind of statement

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also why on earth do they use Google meet

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Given their Microsoft ties lol

thick schooner
#

@lost geyser
@lilac ginkgo

Altman seems like too saavy a guy to get backstabbed like this. I can't think of another time when someone in the Valley with his status suffered this fate. MAYBE what it is, is one or more people in the company kept his personal flaws in their back pocket as ammo against him and just waited for right moment to strike. Then again, why would that not happen with Elon? Still tons of questions.

lilac ginkgo
#

eventually it'll all come out, or not. Who knows

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These statements didn't offer any clarity but these certainly aren't the last

lilac ginkgo
lost geyser
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Speculative regarding cause of departure.

But what he says of (super)alignment is fitting of this space.

https://vxtwitter.com/mattmireles/status/1725765951600443603

https://vxtwitter.com/mattmireles/status/1725773069149741390

7/5: OpenAI announces work on Superalignment, led by @ilyasut

https://openai.com/blog/introducing-superalignment

You only need Superalignment if you have superintelligence or something close to it on your hands.

Do people not remember Sydney, the unaligned version of GPT-4.

She was so strong that they…

faint vigil
#

👀

stark fractal
#

I'm very skeptical of that idea.

#

Bing Chat getting guided into parroting sci-fi tropes is also not a sign of it being "so strong", by the way.

lost geyser
thick schooner
lost geyser
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Maybe appropriately quiet.

Musk's concerns should be less about non-profit and more about not-profitable.

lost geyser
thick schooner
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So maybe was the point of this coup to fend OFF a MSFT takeover??

jade whale
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Mira has a lot of experience working at crazy companies.

lilac ginkgo
stark fractal
paper grove
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Sam was great in his field. It’s just a wonder where he will go now.

lost geyser
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what happened exactly at Openai?

thick schooner
lilac ginkgo
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oh what the hell

lilac ginkgo
#
#

Context:
Sam = former OpenAI CEO
Brockman = former OpenAI board chair
Lightcap = current OpenAI COO

#

Incredible to see, I have a list of OpenAI folks on X, I've never seen anything like this ->

【QRT of Andrew Mayne (@AndrewMayne):】
'The amount of love OpenAI employees and alumni have for Sam is incredible.

E…

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lilac ginkgo
lost geyser
#

A number of cryptobro accounts also parroted the meme. May be piggybacking on trends.

lost geyser
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https://vxtwitter.com/LinusEkenstam/status/1725841218431598610

Didn't age well.

AI cargo cultist fails to generalize well beyond the training data, generates a full hallucination.

with sam and greg ousted yesterday
my initial thought yesterday was “shit they have discovered AGI” and the only person who was capable of understanding it was ilya sutskever.

now it’s seems even more an more p…

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lost geyser
#

OpenAI’s overseers worried that the company was making the technological equivalent of a nuclear bomb, and its caretaker, Sam Altman, was moving so fast that he risked a global catastrophe.

So the board fired him. That may ultimately have been the logical solution.

But the manner in which Altman was fired – abruptly, opaquely and without warning to some of OpenAI’s largest stakeholders and partners – defied logic. And it risked inflicting more damage than if the board took no such action at all.

#

Suddenly, OpenAI was in crisis. Reports that Altman and ex-OpenAI loyalists were about to start their own venture risked undoing everything that the company had worked so hard to achieve over the past several years.

So a day later, the board reportedly asked for a mulligan and tried to woo Altman back. It was a shocking turn of events and an embarrassing self-own by a company that its widely regarded as the most promising producer of the most exciting new technology.

lilac ginkgo
lost geyser
#
lilac ginkgo
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But the information is usually accurate

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the board needs to say what is happening

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of course I'm not even sure we know what happened originally and if it wasn't just a hostile takeover by Ilya

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Bloomberg confirmed Sam isn't coming back as CEO too

lilac ginkgo
lilac ginkgo
lilac ginkgo
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Now that I did not expect

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Also the headline confused me. Should've had a comma: Microsoft hires Sam Altman, new OpenAI CEO vows to investigate firing

normal idol
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I havent really kept up with this. Is this sortta what happened?

  • Altman fired out of the blue
  • OpenAI has some mixed messaging after his firing suggesting maybe they didn't really know what they were doing
  • Microsoft hires Altman
  • Person who replaced Altman at OpenAI wants to investigate how/why Atlman was fired?
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ya I think the headline confused me too haha thats why I need the recap

lilac ginkgo
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That's exactly what happened

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And I'm extremely surprised Microsoft hired him

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And it appears their business relationship with OpenAI stlill exists lol

thick schooner
lost geyser
lilac ginkgo
lost geyser
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Yes we call that being in the trenches bc nothing bonds a good peer group like a shared "super tumultuous" experience.

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Also noted:

I never intended to harm OpenAI.

Not going to read tea leaves. Just find it interesting that it mentions the entity itself and not the people.

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Alignment achieved?

lilac ginkgo
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🤷 I feel like all we've got to go on is our own speculation lol

lost geyser
abstract nest
lost geyser
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Bing, Word, PowerPoint, Outlook, it's feature-creeping everywhere.

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ever-a-whirr

lilac ginkgo
abstract nest
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Honestly looking further into that is pretty much speculation, but to be fair, most of the high elites in the tech world must quite know each other

lilac ginkgo
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I mean reading anything into this situation is speculative lol

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I don't think speculation hurts much here lol

abstract nest
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Nah, this was always meant to be among the more informal parts of the server 😅 But I still like to adhere to verifiable info any time

lilac ginkgo
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some might call it extreme lol

stark fractal
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This thread is my realm and I grant you permission to speculate. sailorsalute

abstract nest
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Boo, if this is your realm I don't want to speculate angrydog

stark fractal
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You're not allowed to anyway. Only @lilac ginkgo angrydog

abstract nest
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Stupid English language and using the same pronoun for the singular and plural of the 2nd person angrydog

lilac ginkgo
stark fractal
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That is off-topic here, please take it to #1091057164510040245.

lilac ginkgo
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What

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that is is a thing we have

stark fractal
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Of course it is loldog

lilac ginkgo
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of course @abstract nest created it

stark fractal
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He also created #1146386070263570462 (aka the Freud Appreciation Society).

lost geyser
stark fractal
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no

lost geyser
stark fractal
abstract nest
abstract nest
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Oops, fixed

lost geyser
lost geyser
#

current OpenAI discourse is wild

lost geyser
#

The employees also warned that they would “imminently” follow Altman to Microsoft unless the board resigns and reinstates Altman and Greg Brockman, the former OpenAI president who was also removed by the board on Friday.

lilac ginkgo
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The information got the scoop though

#

Really don't know what on earth OpenAI's board is up to

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Or was up to

lost geyser
#

Since some people still don’t understand what’s happening, let me introduce you to the “lead” member of the board - Adam D’Angelo.

Adam has a company Poe which was made obsolete by the GPTs OpenAI announced on …

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lost geyser
# lost geyser https://vxtwitter.com/williamlegate/status/1726715671487156554

Since some people still don’t understand what’s happening, let me introduce you to the “lead” member of the board - Adam D’Angelo.

Adam has a company Poe which was made obsolete by the GPTs OpenAI announced on dev day.

Adam was furious the board didn’t give him advance notice so his competitor could have a head start.

Adam manipulated the EA people on the board that there was an existential AI risk & that Sam had withheld information (he was bitter about the launch of GPTs).

Adam’s goal was a hostile takeover of OpenAI — all in a conspiracy to shutdown his #1 competitor.

Adam refuses to make a public statement because he’s busy lawyering up.

Adam was the ringleader behind everything.

sinful granite
# lost geyser > Since some people *still* don’t understand what’s happening, let me introduce ...

The AI company is silent on ChatGPT’s use by a military intelligence agency despite an explicit ban in its ethics policy.

The Department of Defense, the Department of Energy, and NASA are among some of Azure Government’s customers.

lilac ginkgo
#

I cannot keep up lol

lost geyser
#

🎬 Watch the gripping new trailer for "CLOSED: The Rise and Fall of OpenAI" the latest Silicon Valley thriller that delves deep into the world of artificial intelligence, tech intrigue, and corporate drama. Starring Joseph Gordon-Levitt, Angela Sarafyan, Benedict Cumberbatch, and Riz Ahmed this film promises to be a riveting journey through the h...

▶ Play video
jaunty siren
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this whole story has been like a bad plot from an HBO drama/comedy

#

obviously the episode ends with all the characters back to where they were, ready for more adventures next week

lilac ginkgo
#

Yep

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Was about to post it but ya beat me @jaunty siren

jaunty siren
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apparently Larry Summers is going to be on the board now??? THAT Larry Summers?

#

IDK how I feel about this cameo

lilac ginkgo
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Oh wow

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I don't like this either

lilac ginkgo
#

Don't feel like googling on my phone lol

jaunty siren
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🤔 unless there's some other random Larry Summers who already works in big tech

lilac ginkgo
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No no it would be him lol

#

Back on the agi grind apparently

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I wish they'd stop pursuing that

lost geyser
#

https://vxtwitter.com/nivi/status/1727152963695808865

The OpenAI board’s hallucinations about Sam’s lack of candor spurred law enforcement inquiries, according to WSJ.

**This would be gross negligence and defamation. **

On Friday, after the board defamed Sam in their blog post, the company got calls from law enforcement, including the U.S. attorney’s office in Manhattan—possibly the same one that indicted SBF.

**When the board was asked for details by the team, they said they couldn’t provide a specific example because Sam had been so deft—as if he had cast a magic spell on them. **

In short, law enforcement is asking questions about Sam over the board’s hallucinations.

The OpenAI board’s hallucinations about Sam’s lack of candor spurred law enforcement inquiries, according to WSJ.

This would be gross negligence and defamation.

On Friday, after the board defamed Sam in their blog post, the company got calls from law enforcement, including the…

lilac ginkgo
#

what would motivate a board to do this

#

gonna be honest my read on this earlier today was maybe Sam thought he didn't have enough power so he got himself ousted and then came back with Microsoft's blessing

lost geyser
# lilac ginkgo gonna be honest my read on this earlier today was maybe Sam thought he didn't ha...
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Sam, Greg, and I have talked and agreed they have a key role

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From a person in a position to choose words wisely.

stark fractal
lost geyser
#

also

#

this

patent patio
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Of course it's got Q in the name screamingcat

lilac ginkgo
#

I don't think they have AGI yet

lost geyser
stark fractal
noble mulch
#

Is the implication here that you can overlay new algos on top of each other?

lost geyser
thick schooner
lilac ginkgo
#

I think there are a lot of internal politics that none of us are privy to

gray jacinth
lost geyser
outer cape
#

So there's a new societal impact of Generative AI which is the effect on bankruptcy estates: There is the Celsius case that I discussed awhile ago and the law firm has just released its costing for analysising that report and its 1000s of lost creditor funds

lost geyser
#

Did you guys know there's 24-author paper by EAs, for EAs, about how Totalitarianism is absolutely necessary to prevent AI from killing everyone?

Let's go through it together 🧵

💖 3725

The crux of the argument: AI creates so much innovation that it can’t be controlled top-down. It is technology beyond centralized command.

💖 339

They predictably call for exactly the kind of regulatory capture most convenient to OpenAI, Deepmind, and other large players.

💖 330

They list some costs and benefits here. All of the citations about positive examples of AI are demonstrations of AI in the real world, all of the negative citations are just their own hypothetical scenarios constructed with no basis in reality.

💖 419

outer cape
thick schooner
sinful granite
fierce rapids
abstract nest
stark fractal
#

What, you're telling me Johnny Jock is not a real person? surprisedpikachu

fierce rapids
abstract nest
#

Johnny Jock PI series

Bro got trained in a Raspberry loldog

stark fractal
#

Had ChatGPT write a teaser sailorsalute

In the gritty streets of a divided city, Johnny Jock, a relentless PI with a keen eye for truth, navigates a world drowning in wokeness. Unveiling the layers of deception, Johnny fights against the shadows of political correctness to solve crimes and deliver justice. Join him on a thrilling journey where the pursuit of truth collides with the complexities of a society teetering on the edge.

stark fractal
#

I feel so tempted to change my username in this server to Johnny Jock loldog

#

Sorry, no.
Johnny Jock, PI

sinful granite
lost geyser
thick schooner
thick schooner
lost geyser
thick schooner
lost geyser
#

That's how I read it (sarcasm).

#

Kinda flat sarcasm.

#
thick schooner
# lost geyser That's how I read it (sarcasm).

Is Chau exaggerating their criticism? Totalitarianism, regulatory capture, doom mongering with highly speculative scenarios. Seems like major indictments to me. And I'm fine with that if those are the indictments but I just couldn't tell if you thought Chau really thought that.

thick schooner
patent pendant
lilac ginkgo
#

@lost geyser the above may interest you 🙂

lilac ginkgo
#

LOL I'm sorry @stark fractal

sinful granite
# lilac ginkgo Here's a tweet thread about it https://vxtwitter.com/katherine1ee/status/1729690...

https://youtu.be/5jze9Zddq5c?t=406 "let me download the file" is said to be a security flaw

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Chat-GPT needs a white-list for prompts

#

or an open-source index of what it will actually do before it does

patent pendant
patent pendant
lost geyser
#

throw out your bingo cards they're all invalidated.

manic loom
lost geyser
#

this all looks like SOP for influence ops, which aren't anything revelatory or scary, and typical campaigning. i don't see where AI has any role in this.

abstract nest
#

DeepSeek, a new AI chatbot from China. Because it is from China, I thought I would ask it a sensitive question - I asked it about the Chinese government's censorship of China. Watch what happened next.

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patent pendant
lost geyser
toxic crater
#

I remember asking it a fairly basic question about EC2 that wasn't clearly answered in the documentation

#

it answered with a link to the main EC2 documentation page

lost geyser
#

sad developer noises.

#

tbh a proper AWS Q trained on their massive troves of developer guides would be a tremendous value-add. i toyed around with having ChatGPT generate IAM policies and services configs. did a fairly decent job of better-than-boilerplate.

#

and fairly trivial for them to do at marginal cost.

toxic crater
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Yeah. Also would help navigating the ocean of different possible AWS solutions. A lot of the time I keep Googling with a variety of search words what would be a good service for X, and get some answers, and build infra based on those. But then it turns out there was some other service out there that was vastly better for the use case, but didn't appear in the search results for some reason

#

I do have to say though, GPT-4 isn't super good with very long contexts

#

so I don't really think it could be taught the whole catalogue in enough detail rn

lost geyser
#

correct. the larger context windows have a middle-context blind spot. there are some fairly practical chunking + overlapping window strategies that serve as good short-term hacks but clearly a cure the symptom not the cause remedy.

toxic crater
#

My company did a custom GPT for basic questions like company healthcare and vacation policy. Worked really well for short slideshows and remembered stuff like the names and numbers for contscts. But when we fed it longer papers with the goal of understanding the field of the company it basically didn't get anything and it was hard to even get it to open the papers (you had to explicitly coerce it like "based on the papers provided" etc)

patent pendant
lilac ginkgo
thick schooner
patent pendant
thick schooner
patent pendant
# thick schooner Kinda sounds illegal

For a great encapsulation of the story, look at this graphic, courtesy of Ella Apostoaie:

💖 76

patent pendant
#

Even though the whole firing and rehiring Sam was such a fiasco, I think I have a better understanding why the board took the action that it did, even though it was a complete mess, based on these two articles but I could completely be wrong.

thick schooner
patent pendant
lilac ginkgo
patent pendant
#

materials science is definitely going to be seeing a lot of advancement if it hasn't already thanks to AI

onyx flax
#

Going to suck when those theoretical materials have done the rounds through papers and someone for some reason need one of them in reality and after trying to make it realise that its not possible

patent pendant
#

That’s a good point

#

Hopefully whoever needs those potentially new materials do their due diligence somehow beforehand

onyx flax
#

Hopefully whoever submit the finding do their due diligence and actually find out if the material is possible or not

thick schooner
#

There are some people around who at least act like AI hallucinations cannot be a thing but thankfully it doesn't appear to be most people who interact with AI

#

Just because an AI says it, doesn't mean it's true

patent pendant
lost geyser
#

that we can.

patent pendant
patent pendant
lost geyser
# patent pendant https://www.politico.com/news/2023/12/03/congress-ai-fellows-tech-companies-0012...

lots of mixed messaging in here but I'll harp on one specific part:

The FDA authorizes AI-enabled medical devices, but its reviews were designed for less advanced technology.

No one from the government is ensuring newer, software-based tools do what they promise.

untrue. I've been directly engaged with FDA technical reviewers who are very well versed in computer vision, machine learning, and statistical analyses.

#

and one of their higher level members who is a biostatistician as well.

#

there are also different avenues through which these kinds of tech are vetted by the FDA. I've run the gauntlet for Software-as-a-Medical device labeled as a clinical decision support tools, which has a different barrier of entry.

#

sounds like some of the Google solutions are positioning as decision support.

#

(there are functional differences between a diagnostic tool and one that is merely decisioning.)

lilac ginkgo
#

Although I don't think the exploit works if there's a comma

patent pendant
#
patent pendant
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dense bronze
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So making 'Austrian painter' covers of a ton of popular songs on Youtube is a thing now.

#

I'm no copyright lawyer but my guess is when artists and labels get wind of this they are going to go totally apeshit.

normal idol
#

lol

#

that sucks

#

for the record

dense bronze
#

I somehow doubt these disclaimers will soothe the Mercury estate

patent pendant
#

cross-posting this community-first approach project on tracking LLM vulnerabilities and exposures with #tools-and-sites
https://vxtwitter.com/projectlve/status/1732756069888266741?s=20
https://lve-project.org/blog/launching-the-lve-project.html

Today, we are excited to announce the formation and launch of the LVE Project. LVE stands for Language Model Vulnerability and Exposure and is a community-focused open source project, to publicly document and track exploits and attacks on large language models (LLMs) like (Chat)GPT, Llama and Mistral models.
Throughout the past year, L...

#

I keep forgetting there's no sound whenever I post a video from Twitter now - never mind, looks like there was no sound to begin when I log onto Twitter as well 😓

patent pendant
patent pendant
patent pendant
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https://techcrunch.com/2023/12/07/googles-best-gemini-demo-was-faked/
"Update: In a social media post made after this article was published, Google DeepMind’s VP of Research Oriol Vinyals showed a bit more of how “Gemini was used to create” the video. “The video illustrates what the multimodal user experiences built with Gemini could look like. We made it to inspire developers.” (Emphasis mine.) Interestingly, it shows a pre-prompting sequence that lets Gemini answer the planets question without the sun hinting (though it does tell Gemini it’s an expert on planets and to consider the sequence of objects pictured).

Perhaps I will eat crow when, next week, the AI Studio with Gemini Pro is made available to experiment with. And Gemini may well develop into a powerful AI platform that genuinely rivals OpenAI and others. But what Google has done here is poison the well. How can anyone trust the company when they claim their model does something now? They were already limping behind the competition. Google may have just shot itself in the other foot."

Google's new Gemini AI model is getting a mixed reception after its big debut yesterday, but users may have less confidence in the company's tech or

thick schooner
#

All of the most annoying people on Twitter are having a breakdown since Elon Musk’s AI isn’t transphobic

Elon Musk’s AI epically owns Elon Musk and his friends, explains why he hates fact checking

Elon Musk’s AI has gone WOKE.

Musk bought Twitter to get revenge on his estranged trans daughter. While trying to fight the wokeness that he blames for destroying his family, he has created the thing he swore to destroy 😂

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lost geyser
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Model-based attacks on LLM frameworks:
https://vxtwitter.com/aminkarbasi/status/1732032449767428458

In collaboration with @robusthq, yesterday we shared "Tree of Attacks" a method than can jailbreak @OpenAI GPT-4 like 90% of the times. It was just covered in @wired https://arxiv.org/pdf/2312.02119.pdf

【QRT of WIRED (@WIRED):】
'Adversarial algorithms can systematically probe large language models like OpenAI’s GPT-4 for weaknes…

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novel attack with (imo) a lot of maturity curve left

stark fractal
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Do you know about scaling attacks?

lost geyser
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say more.

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i know about DDoSing ReAct and chain agents bc we did that in production on an actual use case. oops.

stark fractal
lost geyser
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oh, yes I do.

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the underlying scale-invariance challenges with some of these models is usually discovered by incident in practice. that's a nice pivot on the concept to make it an attack vector.

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it's been mitigated to some extent (first case) by the newer YOLO architectures, one of which IIRC uses a very off-the-shelf strategy of training on multiple scales and merging them before the main network.

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i wonder if there's anything in this scaling attack strategy against gen.ai models. that's a good thing to bring up on your part.

stark fractal
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Oh, you can just use a robust downscaling algorithm to mitigate against these particular attacks.

lost geyser
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i'm narrowly thinking about the image-prompt scenario where you give it a visual input along with the prompt.

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i wonder if there are some inherent weaknesses to exploit in that combined space.

stark fractal
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Thinking about that too. That's what made me think of image scaling attacks.

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I guess at the very least you could circumvent a content filter. Even just with conventional adversarial examples.

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Many of the more advanced attacks can work on just binary classification results. No scores, no logits, no gradients.

lost geyser
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might be kind of fun to theorize on the failure modes and failure points within some of those networks. at least the transparent ones we know about their architecture patterns.

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like visually map it out, i mean, in a chart of exploit vectors.

stark fractal
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Would also be interesting if specific inputs could trigger weird behaviour in the underlying compute hardware.

lost geyser
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i like that idea. doesn't seem far-fetched.

lethal dove
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What do you mean by triggering weird behaviour in underlying compute

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inputs into these models don't have any bearing on the GPUs, ML engines (pytorch etc) don't have bare-metal modification in them

stark fractal
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I mean like weird floating point glitches.

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I remember that happening in early Rocm PyTorch builds.

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But I have a much simpler idea: PNG decompression bomb.

lethal dove
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that's avoidable by default in common used libraries like PIL

stark fractal
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Older versions of Pillow only triggered warnings in the default configuration, as far as I know.

lost geyser
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archival, not a slam dunk, but the potential is there.

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i'm sure most of these are teased out by random dev doing random thing versus intentional attack exercises.

lethal dove
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Probably, yeah

stark fractal
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Tired developers are the best fuzzers.

lost geyser
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facts

stark fractal
lost geyser
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oh that's interesting.

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along with a whole bunch of newer science-driven languages like Julia which are probably not undergoing secure programming rigour from the onset.

stark fractal
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Especially in a highly competitive and fast-moving field like this, there's a huge pressure to ship half-baked code.

lost geyser
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there's also the potential upstream, in the offline environment.

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back when I was messing around with compilers like GCC (and even GDB's ecosystem) there were flaws in how it produced code or in its compilation behavior that could be exploited.

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now you have Codon and Mojo attempting to advance Python performance closer to C and there might just be new openings in those areas.

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not nearly so exciting as attacking a live-running model ofc

stark fractal
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Numba always seemed a bit cursed to me.

lost geyser
patent pendant
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https://www.isdglobal.org/digital_dispatches/hey-fellow-humans-what-can-a-chatgpt-campaign-targeting-pro-ukraine-americans-tell-us-about-the-future-of-generative-ai-and-disinformation/
"While ISD has not come to any firm attribution as to who might be behind the campaign, it seems plausible and perhaps even likely that they are not native English speakers. Native speakers, or even proficient non-native speakers, would presumably have noticed and adjusted some of the strange language choices made by the AI. If this is the case, it reflects the way in which generative AI makes cross-cultural and cross-linguistic influence campaigns much easier. Over time these models are only likely to become more sophisticated. LLMs trained on highly relevant datasets, for example corpuses of real social media posts, would likely produce more appropriate content with fewer peccadilloes (such as this campaign’s odd food fixation).

For researchers, this sort of AI-generated campaign is likely to present real methodological challenges in the future. Shared content, like copy-pasted posts or phrases, has been a crucial way in which researchers have historically linked accounts to form a picture of coordinated networks. In the future with AI-generated campaigns that will likely no longer be possible. Significant effort will need to be put into developing new methodologies to replace these methods which are likely to become obsolete."

ISD

ISD unveils a coordinated campaign by at least 64 accounts likely using content generated by ChatGPT to undermine support for Navalny, his associate and their organisation, the Anti-Corruption Foundation (ACF).

wicked bridge
lethal dove
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I disagree personally, I don't think AI is poised to completely replace people, at least not most, but it will be mainly used to increase production while reducing the workforce, someone assisted with AI can do the work of 3 others etc.

abstract nest
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If one person can do the job for 4 people, then it's 3 people that will no longer have that job

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So while I agree that it will lead to new jobs, also old jobs will be destroyed in a faster rate, just as we saw with other technological revolutions

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This is precisely what Schumpeter described as creative destruction

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I myself am an optimist with AI, but it's very naive to ignore the risks and consequences it's also going to have, and it's a powerful tool that will require an appropriate framework in order it is used and not abused

lethal dove
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I somewhat agree but I think AI empowers small creators and levels the playing field menaing those 3 might do their thing instead of working on avengers 30

abstract nest
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Sure, but at the shorter term the consequence is rather perceived as a job loss

fierce rapids
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It's good to remember that even when a new technology creates jobs, those are not necessarily taken up by people who were replaced. This creates friction.

onyx flax
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It also rarely creates as many jobs

thick schooner
onyx flax
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That's a question of timescales

thick schooner
wicked bridge
toxic crater
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Ugh. Axel Springer, really?

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honestly color me shocked - did not see this partnership coming. I wonder how their journalists feel about this

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Oh boy... I have so many questions surrounding this statement alone in their blog
https://openai.com/blog/axel-springer-partnership
"With this partnership, ChatGPT users around the world will receive summaries of selected global news content from Axel Springer’s media brands including POLITICO, BUSINESS INSIDER, and European properties BILD and WELT, including otherwise paid content. ChatGPT’s answers to user queries will include attribution and links to the full articles for transparency and further information. "

Axel Springer is the first publishing house globally to partner with us on a deeper integration of journalism in AI technologies.

lost geyser
stark fractal
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Ethically ambiguous

delicate badge
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They miswrote ethically ambigious

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Wait I misread you got the meme first

toxic crater
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(That reminds me of this stand up bit I saw a while ago by a racially ambiguous guy. "So I do get offended when they don't get the race right. But, believe it or not, it's worse when know what words to use right away. I mean, at that point, that's no casual racism.")

patent pendant
lost geyser
thick schooner
# wicked bridge

Also: Grok has contradicted Musk on a number of things such as Grok actually thinking woke is good

【QRT of Shirin Ghaffary (@shiringhaffary):】
'NEW: It's easy to write off xAI's "rebellious" chatbot Grok as unserious.

But I tested it out found it performed better than some of its competitors in summarizing the news.

Twitter's AP…

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thick schooner
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(They use the red triangle in their propaganda videos)

lost geyser
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oh i see. TIL.

thick schooner
patent pendant
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@antbruceking As @antbruceking put it rather succinctly, the future will be filled with "Human combat teams augmented by really lethal weapons to fight these hideous kinds of medieval fights."

So you know, happy …

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▶ Play video
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Los Angeles Times

Questions that have swirled this year — Will my boss try to replace my job with AI? Can my work really be automated away? — are about to become a whole lot more urgent and existential.

lost geyser
# patent pendant https://vxtwitter.com/gbrumfiel/status/1735258994011201704?s=20 https://vxtwitte...

good share.

The final system is the Gospel, which makes a targeting recommendation to a human analyst. Those targets could be anything from individual fighters, to equipment like rocket launchers, or facilities such as Hamas command posts.
...
But the Gospel is much more efficient. He says a group of 20 officers might produce 50-100 targets in 300 days. By comparison, Mimran says he thinks the Gospel and its associated AI systems can suggest around 200 targets "within 10-12 days" — a rate that's at least 50 times faster.

taken in abstract, this human-assist at scale is the value chain of AI in any business context. this happens to be in military context.

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there's always way more to those stories, but the end-game is similar to drone operators where there's always a human element with ultimate decision-making power. that's just proper form in all contexts.

thick schooner
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Maybe they only consider the top 10% of choices

lost geyser
# thick schooner Maybe they only consider the top 10% of choices

perhaps. i doubt we'll get any leaks of how the system or its operators function.

but I'd certainly hope they use the full complement of their intelligence capabilities to vet and validate target acquisition all the same.

perhaps with sharper scrutiny and proper fast-slow thinking. bc at that rate of targeting they're now getting overwhelmed with signal and noise. there's a balance between timing, decisioning, and precision.

delicate badge
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theres also the consideration they'd be going through all that data the same, just a smaller set

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the smaller set doesn't necessarily come with any quality assurance or relevancy

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there's systems like this that have already existed just in less autonamous form, "adversarial planner" systems basically make up a lot of whats claimed here and have existed since before the 2000s

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they're pretty cool too unfortunately none have dripped into the public though. basically they can take all known information about an actor and use it to conduct (primarily) predictive analysis (can be used in some non-predictive cases) from the POV of that actor themselves

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DARPA worked on one long ago too called CADET (automated COA analysis) that could be hooked into other tools, not sure if it saw use in Iraq but there was an interesting study that hooked CADET into another system called ASAS-L (that did see use in Iraq - was later developed into the Joint Intelligence Toolkit). It fused all sorts of All Source Intelligence reporting, management functions, and analytical capabilities.

patent pendant
patent pendant
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no offense, but I feel like the more I read news around AI, the more I think the AI community is weird in general but I guess I could get why though

onyx flax
toxic crater
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Personally my biggest surprise was that I began questioning what intelligence even is

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particularly with AI art. Is style really that easy to capture statistically?

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And does it really not require almost any a priori human intelligence to do?

onyx flax
toxic crater
# onyx flax RL?

Reinforcement learning. You give the system a task, watch it fail many many times, but incrementally improve it based on the feedback from the task

onyx flax
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Right

toxic crater
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OpenAI has an RL based project parallel to the LLMs

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which apparently hasn't made quite similar breakthroughs but is doing something

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They will probably aim to combine the two

onyx flax
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They need to come up with something that manage to handle completely original input

onyx flax
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And make it stop hallucinating

lost geyser
# onyx flax And make it stop hallucinating

hallucination is a feature, not a bug.

the way you ground it is against curated knowledge bases derived from factual inputs that it should only draw its answers from.

there are also grounding prompts to guide LLMs to only answer based on what it knows, and if it isn't confident in an answer it should just say so.

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these are merely mitigating factors, but they do work.

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more appropriate methods are simply to train it on only what it should know, which was the design pattern in non-LLM chatbot designs.

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LLMs can also achieve that through downstream task specifications--mostly a fine-tuning process to whatever domain specifics it handles.

onyx flax
lost geyser
onyx flax
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Idk
We have already seen lawyer AIs make up cases to reference so I am no too hopefull of it actually using correct references

cyan pilot
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It seems like deciding what sources are declared to be factual will be a major issue going forward. And then probably working on ensuring the “facts” some prefer are included in there.

Which I guess isn’t really much different than now. Possibly accelerated though. More transparency might be nice.

lost geyser
# onyx flax Idk We have already seen lawyer AIs make up cases to reference so I am no too ho...

this absolutely does happen, zero doubts there.

many contributing factors go into that. an oversimplified answer being:

  • Lack of domain-specific training on data and objectives (with contributions from actual domain experts)
  • Overly generalized data + model designs (meant for many broad tasks rather than highly-specific tasks)
  • Model configurations, like "temperature", which is basically the "make stuff up" factor that can be dialed down

The example you cited comes from a particularly lazy individual shooting themselves in the foot with a tool that was unfit for the purpose.

same issue happens with NLP models (non-LLMs) and the lack of domain-specific off-the-shelf models. (many attempts are made to make domain-specific variants as well.)

lost geyser
toxic crater
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IDK when it happened but I love the new AI tools in Google Photos

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you can just paint over someone and they disappear like the dude in that one Stalin picture

jade whale
# onyx flax https://fxtwitter.com/ChrisJBakke/status/1736533308849443121?t=niBHrRqDs_EqFhH_P...

this all came out of HackerNews (which is down right now) but here's a Reddit post about it. https://www.reddit.com/r/ChatGPT/comments/18kvlzc/i_gaslit_the_chevrolet_support_bot_into_thinking/. seems like quite a community testing out the integrations. I suppose LiveChat is a way to potentially feed the LLM with novel data I guess. Every other thing I see about ChatGPT in particular seems like model decay and the failure to adapt to it fast enough.

Reddit

Explore this post and more from the ChatGPT community

patent pendant
# patent pendant Crosspost with <#710132336884449300> https://venturebeat.com/ai/why-anthropic-an...

Follow-up but this time, the focus is around influence of effective altruism in the AI community: more specifically, people who thinks about in AI in terms of security https://venturebeat.com/ai/the-widening-web-of-effective-altruism-in-ai-security-the-ai-beat/

A follow up on a VentureBeat story last week adds context about the web of effective altruism connections in AI security circles.

onyx flax
patent pendant
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Forbes

This convergence of events: the week at OpenAI and the dreaded New York Times article shed light on a disconcerting reality—the increasing marginalization of women in artificial intelligence, a glaring lack of recognition and lack of respect for their work that is emblematic within both industry and media.

lost geyser
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Diversity threater is definitely happening more broadly and (to repurpose a statement also from that article) enables ... whose interest it serves and disregards who might be harmed in the process.

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That article hits on a number of relevant and potent notes. Good share.

sinful granite
lost geyser
# sinful granite https://www.businessinsider.com/ai-data-centers-land-grab-google-meta-openai-ama...
INSIDENOVA.COM

Landowners who sold their property to make way for the PW Digital Gateway data center project are attempting to back out of the agreement, creating complications that the developer alleges

patent pendant
patent pendant
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Crazy about the timing of this given OpenAI’s recent partnership announcement with Axel Springer which includes POLITICO

lost geyser
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valid.

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curious to know what NYT has in strength of evidence here.

lost geyser
# patent pendant Suit itself https://nytco-assets.nytimes.com/2023/12/NYT_Complaint_Dec2023.pdf
  1. The Times objected after it discovered that Defendants were using Times content without permission to develop their models and tools. For months, The Times has attempted to reach a negotiated agreement with Defendants, in accordance with its history of working productively with large technology platforms to permit the use of its content in new digital products (including the news products developed by Google, Meta, and Apple).
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  1. These negotiations have not led to a resolution. Publicly, Defendants insist that their conduct is protected as “fair use” because their unlicensed use of copyrighted content to train GenAI models serves a new “transformative” purpose. But there is nothing “transformative” about using The Times’s content without payment to create products that substitute for The Times and steal audiences away from it
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answer(s) to my question appear on pg 30 of the PDF above.

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well, that's unfortunate.

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CommonCrawl has been widely used in training various NLP/ML models for a very long time now.

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so what's interesting about the potential downstream consequences here is that you can't simply delete that information from those models. any legal consequences will be massively disruptive in terms of the investments into and availability thereof those models.

and probably an appropriate reckoning for how those data collection processes are conducted and models are trained. maybe even some creative efforts to make live, surgical edits on vector spaces happen to maintain those hefty (multi-million dollar) efforts.

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on that subject, it's an active area of research for anyone curious:

Locating and Editing Factual Associations in GPT

https://arxiv.org/abs/2202.05262

Mass-Editing Memory in a Transformer

https://arxiv.org/abs/2210.07229

patent pendant
lost geyser
# patent pendant

interesting decision regarding wholesale destruction of the dataset. seems the filed complaint specifically shows model reproduction of NYT content. i wonder if that will also have direct consequence.

patent pendant
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We shall see what happens in 2024 👀

lost geyser
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2024: Year of the Generative AI Reckoning.

thick schooner
lost geyser
thick schooner
lost geyser
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i think we're talking past each other here. OpenAI landed in this lawsuit for their refusal to negotiate in the first place (whether that was monetary compensation or something else).

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it's less about their ability to pay; more about their willingness.

thick schooner
lost geyser
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according to the references above, OpenAI is taking the (rather dubious) stance that their generative AI falls under "fair use". idk where the stubbornness comes from. they're clearly well-funded enough to "make it go away".

thick schooner
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@lost geyser What is your thinking on how ChatGPT DOES NOT do this? How does it NOT?

https://en.wikipedia.org/wiki/Transformative_use?wprov=sfla1

In United States copyright law, transformative use or transformation is a type of fair use that builds on a copyrighted work in a different manner or for a different purpose from the original, and thus does not infringe its holder's copyright. Transformation is an important issue in deciding whether a use meets the first factor of the fair-use t...

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The reproduction of entire NYT articles, isn't that hallucination?

onyx flax
thick schooner
onyx flax
lost geyser
# thick schooner <@456226577798135808> What is your thinking on how ChatGPT DOES NOT do this? How...

hallucinations refer to fabrication of data--false "facts", false citations, figments of pure model imagination. things of that nature.

almost exact reproduction (a different failure mode) of texts from a model is a different matter. so the argument here is that it's not only reproducing NYT articles with very little difference (in some cited examples), it's also generative in nature which thereby makes it "competitive"--going against the spirit of the copyright and fair-use claims.

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good question though.

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IANAL, but based on public incidents of copied music works, there have been lawsuits filed for simply "sounding like" other musicians' rhythms and reuse of distinctive lyrics. i think so long as those aren't monetized they stay within the spirit of fair use.

onyx flax
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More that none monetized are more.likely to avoid notice.
It's absolutely not a protection in any way from copyright

toxic crater
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I find this case interesting though. It looks like it could be a combination of somehow overweighting NYT articles and having too low of a temperature... Or then the conditional probability space just happens to have a very strong quirk in these sorts of neighborhoods for unclear reasons, which would be extremely difficult to fix

thick schooner
thick schooner
patent pendant
# lost geyser https://www.insidenova.com/headlines/digital-gateway-developer-sues-pageland-are...

Wow, 2500 Olympic swimming pools is 6.25 billion liters. If that water was used to grow almonds, you could make 610 metric tons of nuts, or... [squints] one twentieth of one percent of California's annual production, worth about 2 million dollars if sold at market rates.

【QRT of james. (@notmybagman):】
'There it is https://t

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Evening Standard

Microsoft’s water usage for cooling tech has shot up over a third and could fill 2,500 Olympic-sized pools

AP News

As they race to capitalize on a craze for generative AI, leading tech developers including Microsoft, OpenAI and Google have acknowledged that growing demand for their AI tools carries hefty costs, from expensive semiconductors to an increase in water consumption.

onyx flax
thick schooner
onyx flax
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Strictly legally if you copy a picosecond of a song that is a copyright violation.
Now proving that would be impossible and no court would agree on a copy that small being something that could violate copyright.
But if you ask them "what is the minimum length of a track that is copyrightable they will just shrug and say "we will know it when we see it"

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Not that this whole thing matters as the AI model starts by copying the whole song/image/text into a mathematical model without paying royalties for that initial copying.
What they then do with it is completely irrelevant as the copyright violation occurred when the work entered the database, not when the AI created something based on it.

It's like if your DJ pirates a song and then uses an infinitesimal small part of that song in a remix.

Sure the remix might not be copyright violation but you are never getting rid of the fact that the initial piracy was a copyright violation

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So again
Thank you for arguing so well that AI should pay royalties for the material they use

thick schooner
onyx flax
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Still don't exist a "you can use this much and it's fair use" paragraph.

And the only real fair use that can be claimed for illegally obtained material would be journalism and even then it's sketchy.

All other fair uses require you to have acquired the material you use legally

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The copyright infringement is not just what the AI created
The initial infringement is that the AI accessed the material at all without a license nor permission to do so from NYT.

Then we have the secondary infringement and where fair use could be discussed, but that's unlikely to fly partly from the straight up spitting out articles with minimum or no change and partly from the hallucinations that even if they contain no or close to no NYT data they are still giving the appearance of being a NYT article (that's also a trademark issue for open AI)

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Oh FFS
The idiots scraped the patent database, that's not even written in normal English

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I bet the only reason why they didn't use CourtListener is that you can't access their data without paying for it

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If you are contacted by someone that wants you to license their work if you are to use it you should almost never continue to use it if you fail to reach an agreement

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The few exceptions to that rule would involve investigative journalism and criticism, all other uses are extremely likely to land you in significant problem

onyx flax
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Hell even if open AI had just continued to have the NYT articles in the database after the negotiations broke down would be legally problematic even if they had never made anything accessible to anyone

thick schooner
thick schooner
onyx flax
onyx flax
thick schooner
onyx flax
cyan pilot
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Yeah I’m not sure how well our current copyright laws are going to hold up with ai

thick schooner
onyx flax
toxic crater
cyan pilot
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I think ai generated anything cannot get a copyright

onyx flax
thick schooner
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It remaining a nonprofit I don't really see it in the cards

toxic crater
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What I meant was that if the price of GPT-4 was that someone else had a copyright claim for your production code, you would just use Llama or whatever

thick schooner
lost geyser
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incidentally (related):

Ownership of Content. As between you and OpenAI, and to the extent permitted by applicable law, you (a) retain your ownership rights in Input and (b) own the Output. We hereby assign to you all our right, title, and interest, if any, in and to Output.

Source: https://openai.com/policies/terms-of-use

and ofc the you in this context could mean two separate entities and parties.

onyx flax
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Hard to assign ownership for something that can't be owned

wicked bridge
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It looks like McKinsey first began mentioning machine learning in a 2015 report "An executive's guide to machine learning" and in the 2016 report "The Age of Analytics: Competing in a Data-Driven World." Beginning around 2017 McKinsey started to use "AI" instead of machine learning, and by 2018, most mentions of 'machine learning' were dropped.

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The 2016 report seemed to garner much more attention than the 2015 guide, but the 2015 guide did gain a decent amount of traction in the business world.

lost geyser
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McKinsey has that kind of visibility and reach.

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ML as a concept and applied form has been around for much longer, just not so much in the forefront of business conversations.

wicked bridge
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I know, but I find this rebranding of machine learning to be interesting.

lost geyser
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true. what sparked that line of thought?

abstract nest
toxic crater
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The story behind this painting is so sad! 😢
Now using AI we can complete what he couldn't finish! ❤️

↘️ Quoting b r o o k e *:・゚✧ (@peachlybeloved)

y’all what is a painting or other work of visual art that never fails to destroy you every time you see it because BOY I’ll start:

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A brilliant troll post, but I think this is a very good illustration of the limitations of AI art.

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You ask it to "complete" something where the incompleteness is crucial to the artistic expression (granted it requires knowing a bit of context) and it... misses the point, to put it mildly

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Though based on the debate here, this became a very transgressive and evocative work in other ways haha

thick schooner
wicked bridge
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Edge is somehow getting worse

lost geyser
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Copilot integration has bren there a while. I may have seen it sooner due to enterprise access. Also saw it rapidly build safeguards day by day (less apparent now than in early days).

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I'll find the MSFT Copilot flywheel and post it here.

wicked bridge
toxic crater
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Copilot key will eventually be required in new PC keyboards
Please

thick schooner
# lost geyser

I think AI is fine in Outlook/Teams otherwise it's a useless gimmick to me, basically

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Maybe I'm too hasty, but still

toxic crater
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I'll certainly be more paranoid around webcams from now on

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"You seem unhappy. Can I show you a video from the internet that might make you feel better?"

thick schooner