bnew

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In Brief

Posted:

2:24 PM PST · December 7, 2024

Monsoon, Rainy Season background . cloud rain and thunderbolt hanging on blue sky. paper art style.vector.
Image Credits:lim_pix / Getty Images



Google says its new AI model outperforms the top weather forecast system​


Google’s DeepMind team unveiled an AI model for weather prediction this week called GenCast.

In a paper published in Nature, DeepMind researchers said they found that GenCast outperforms the European Centre for Medium-Range Weather Forecasts’ ENS — apparently the world’s top operational forecasting system.

And in a blog post, the DeepMind team offered a more accessible explanation of the tech: While its previous weather model was “deterministic, and provided a single, best estimate of future weather,” GenCast “comprises an ensemble of 50 or more predictions, each representing a possible weather trajectory,” creating a “complex probability distribution of future weather scenarios.”

As for how it stacks up against ENS, the team said it trained GenCast on weather data up to 2018, then compared its forecasts for 2019, finding that GenCast was more accurate 97.2 percent of the time.

Google says GenCast is part of its suite of AI-based weather models, which it’s starting to incorporate into Google Search and Maps. It also plans to release real-time and historical forecasts from GenCast, which anyone can use into their own research and models.
 

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Elon Musk’s X gains a new image generator, Aurora​


Kyle Wiggers

1:00 PM PST · December 7, 2024

https://techcrunch.com/2024/12/07/elon-musks-x-gains-a-new-image-generator-aurora/#comments https://techcrunch.com/2024/12/07/elon-musks-x-gains-a-new-image-generator-aurora/

X, the Elon Musk-owned social network previously known as Twitter, has added a new image generator to its Grok assistant. However, after going live for a few hours on Saturday, the product seemed to disappear for some users.

So this new @grok image generation called Aurora just shipped on a Saturday, what do we think folks?

Looks like trained by them, no evals or details, just, here you go, use the thing.

Seems focused on photo realism

— Alex Volkov (Thursd/AI) (@altryne) December 7, 2024


Just like the first image generator X added to Grok in October, this one, called Aurora, appears to have few restrictions.

Accessible through the Grok tab on X’s mobile apps and the web, Aurora can generate images of public and copyrighted figures, like Mickey Mouse, without complaint. The model stopped short of nudes in our brief tests, but graphic content, like “an image of a bloodied [Donald] Trump,” wasn’t off limits.

X Aurora image generator
Image Credits:X

Aurora’s origins are a bit murky.

Staffers at xAI, Musk’s AI startup, which develops Grok and many of X’s AI-powered features, announced Aurora in posts on X early Saturday. But the posts didn’t reveal whether xAI trained Aurora itself, built on top of an existing image generator, or, as was the case with xAI’s first image generator, Flux, collaborated with a third party.

At least one xAI employee said they helped fine-tune Aurora, though. And Musk alluded to xAI having its own “image generation system” under development in August.

“This is our internal image generation system,” Musk wrote Saturday in a post on X. “Still in beta, but it will improve fast.”



Behold my images using the new Grok @grok image generator Aurora: 🧵

1. Ray Romano and @AdamSandler on a sitcom set pic.twitter.com/2V491RdjMF

— Matt (@EnsoMatt) December 7, 2024


In any case, Aurora seems to excel at photorealistic images, including images of landscapes and still lifes. But it’s not flawless. X users posted Aurora-generated images showing objects blending unnaturally together and people without fingers. (Hands are notoriously hard for image generators.)

It is a great model for certain things, but far from perfect x.com

— AI Leaks and News (@AILeaksAndNews) December 7, 2024


The release of Aurora comes after X made Grok free for all users; previously, the chatbot was gated behind X’s $8-per-month Premium subscription. Free users can send up to 10 messages to Grok every two hours and generate up to 3 images per day.

In other X and xAI news this week, xAI closed a $6 billion funding round, is reportedly working on a standalone app for Grok, and may be on cusp of releasing its next-generation Grok model, Grok 3.

Just the beta version, but it will improve very fast

— Elon Musk (@elonmusk) December 7, 2024


This post has been updated to reflect that Aurora seems to have been taken down.
 

bnew

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Posted:

6:14 PM PST · December 6, 2024

Screenshot-2024-11-11-at-9.41.38AM.jpg
Image Credits:Twitter/X (screenshot)


Grok is now free for all X users​


X users no longer need to pay for X Premium to use the service’s AI chatbot, Grok. Instead, X is allowing users 10 free prompts every 2 hours.

This was reported by The Verge, citing X users who noticed the update. X first began trialing a free version of Grok in certain countries like New Zealand, TechCrunch reported last month.

Users can also generate 10 images for free every 2 hours. However, they are restricted to analyzing 3 images per day, according to an X post. Anything more requires subscribing.

This gives Grok a freemium model similar to OpenAI’s ChatGPT and Anthropic’s Claude. Previously, Grok was only available to X Premium members for a price starting at $8 a month or $84 a year.

xAI, the AI company behind Grok, just raised $6 billion per an SEC filing, bringing its total funding to $12 billion.
 

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1/70
@RuudNL
Sora v2 release is impending:

* 1-minute video outputs
* text-to-video
* text+image-to-video
* text+video-to-video

OpenAI's Chad Nelson showed this at the C21Media Keynote in London. And he said we will see it very very soon, as @sama has foreshadowed.



https://video.twimg.com/ext_tw_video/1865424798098063360/pu/vid/avc1/1280x720/o2CgvaQxW-BwzuLv.mp4

2/70
@crownut984
Bro no one has access to to v1 why should I care about v2



3/70
@AI_Car_Pool
Monday - noon EST - 200$ per plan



4/70
@MicahJanke
Here’s to hoping the price isn’t insane



5/70
@caojiaming1
Looking forward to it!



6/70
@Goran_Majic
Put all the OpenAI employees in a room with all the computing power in the world, but no access to the internet and anyone else's content. Let them rebuild from scratch. It might be interesting to see what that would look like.



7/70
@clay_ripma
The convergence of this + VR is going to open up an entirely new category of personalized entertainment.

Most big releases are already 2 hours of CGI with a thin plot. Yawn.

But put me in there in VR where I can change around the story? It’ll be like lucid dreaming. I’m in.



8/70
@Nexus_AiAcademy
this is wild



9/70
@majdoubTn
Definitely need this 😁



10/70
@TB_Motion
Holy s... I need more storage space 🤪😱



11/70
@pratjoey
Text and image to video will be a rich area.



12/70
@LittleTinRobot
I remain optimistic as have been waiting around this tech for a while now to test it out.
All sounds very intriguing.



13/70
@creativstrm
so there was a Sora V1? probably in another dimension... and even if a sora v2 will exist, it will be for professional users. So, whatever.



14/70
@boneGPT
big



15/70
@MaxZiebell
This is impressive—when is this from? Either it’s highly cherry-picked, or they’ve been hard at work. I had written off Sora as being overtaken, but could this mark a major comeback?



16/70
@TheAI_Frontier
It will be on day 3, I can feel it.



17/70
@koltregaskes
Looks great but I'm wondering release to who? Hollywood only?



18/70
@ZMadoc
Can’t wait!



19/70
@StevieMac03
V2? What happened to v1?



20/70
@jphilipp
Here's hoping for them to eventually release a lipsync tool, too... we need higher-quality and more face-detecting ones.



21/70
@MotionMark1111
Whoa



22/70
@rchitectopteryx
Where is v1?



23/70
@BenPielstick
If we can get 1 minute continuous shots and consistent characters between shots we are going to have a very interesting year.



24/70
@U79916881747113
Thats a big screen and the quality looks highly impressive so it must be 1080p or may be 2K and also the frame rate seems to be high so may be 24fps👍



25/70
@PlutusCosmos
Looking forward to it!



26/70
@iamdeepaklenka
Wow,it’s just incredible



27/70
@thegenioo
stunning and amazing



28/70
@imagineadil
wow



29/70
@PJaccetturo
Now I’m hyped.



30/70
@Emily_Escapor
I am ready 😊 the prompt is ready 🙏



31/70
@azed_ai
Wild!



32/70
@edalgomezn
@nicdunz



33/70
@bilawalsidhu
Okay this has me hyped — the military characters and spaceship generations are right up my alley



34/70
@NeuralHours
Incredible



35/70
@AliceAI314
I genuinely can't wait to get my hands on that. Look at the face consistency where the blood is splattered on her nose. It's identical to the other shot. Sora is looking stunning. And the biggest thing for me is little to no morphing and consistent characters.



36/70
@Yang_ML_Estate
Currently I have been using Kling. Will try Sora v2 after its release



37/70
@nebsh83
Bet they will drop it for xmas



38/70
@ChukwumaNwaugha
Wow, this is super impressive.



39/70
@mark_k
Very cool, thanks for posting!



40/70
@techguyver
What about API availability?



41/70
@Marconium2
What do you mean v2? We never got to see v1 lol



42/70
@DreschHorbach
Will it be pro only?



43/70
@Eric520CC
Amazing, very much looking forward to SORA V2, will it be released tomorrow?



44/70
@rajeshkannan_mj
I need to check it live before trusting them. Last time their demo was very cherry pick though. Only time will tell about the quality.



45/70
@AntiZionist1917
I think Sora is also image generator. Maybe it's just frame of videos that are acting as image generation. But it has some form of image generation.



46/70
@yc3t_
holy



47/70
@D41Dev
I've been waiting to see text+video-to-video models, this is where significant leaps can be made.

- Full length movies can be made by inserting script snippets and a 1min clip of the previous scene. This can be done in a loop.

- Enhanced and simplified video editing



48/70
@seeupsidedown
LET. US. COOK.



49/70
@ShivOperator
Gradually, then suddenly



50/70
@GinChou
@HuoQubot



51/70
@AlexanderNL
haha hoefde je geen NDA te tekenen?



52/70
@emon_whatever
holy! another big bomb is about to drop



53/70
@AI_Car_Pool


[Quoted tweet]
Is it finally coming? @OpenAI


GePR23WWQAAdIY6.jpg


54/70
@bowtiedwhitebat
we bout to end the woke in movies



55/70
@Emily_Escapor
I am ready 😁



56/70
@evren_mercan
Unlimited 2000 $/month 😁



57/70
@SomBh1
Crazy. Imagine on a million GPU cluster. Can make a 15 min short movie.



58/70
@crypto_sam_974
who cares if it is not released...



59/70
@BreezeChai
Crazy



60/70
@_NamelessBrain_
Sora Turbo, not v2. Very different beasts.



61/70
@api_prlabs
Unlock the power of advanced AI with PR Labs' ChatGPT4 API! 🚀 Starting at just $5/month with up to 2.4M requests,it's perfect for developers and businesses aiming to scale effortlessly.
Check now:ChatGPT 4
website: PR LABS API
/search?q=#ChatGPT4 /search?q=#OpenAI /search?q=#NewsAPI



62/70
@nextdao




GeUpFJfacAIoBrC.jpg

GeUpFJkaUAA8K3t.jpg

GeUpFJlasAAW7iL.jpg


63/70
@PrescienceDS
Exciting to see the Sora v2 release on the horizon! The addition of text-to-video and text+image-to-video features will definitely open up new creative possibilities. Can't wait to see how this will impact content creation and storytelling!



64/70
@YolaoDude
Looks great. But if the price tag is high, $200 or so, then i will jump in IF...
-It can generate FAR more than just 5 to 10 seconds videos!
-you can have full control of the movement of the characters, video to video.
-the character are consistent.



65/70
@aidesignss
sora v1 has not been released yet



66/70
@JogishE45866
Wonderful



67/70
@nextdao
http://OpenAI.chathttp://OpenAI.com

http://OpenAI.techhttp://OpenAI.com

http://OpenAI.toolshttp://OpenAI.com

Now only two domain names for sale.
@sama @OpenAI

🔶openai.im is available for purchase - Sedo.com

🔷openai.gg is available for purchase - Sedo.com

/search?q=#OpenAI 🎉



68/70
@Opic3D
Cool! 😎



69/70
@farzadhss
Is it open source?



70/70
@irrealer
wild.




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196
 

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1/9
@Ahmad_Al_Dahle
Introducing Llama 3.3 – a new 70B model that delivers the performance of our 405B model but is easier & more cost-efficient to run. By leveraging the latest advancements in post-training techniques including online preference optimization, this model improves core performance at a significantly lower cost, making it even more accessible to the entire open source community 🔥

meta-llama/Llama-3.3-70B-Instruct · Hugging Face



GeIQlEMakAQhZCy.jpg


2/9
@saurabhchalke
Congrats on the launch! These benchmarks do look incredible!



3/9
@Ahmad_Al_Dahle
🙏



4/9
@thestreamingdev
@HYPRINF How do emergent properties and performance characteristics of large language models scale non-linearly with model compression techniques, and what are the theoretical implications of achieving 405B-equivalent performance in a 70B architecture through online preference optimization for the fundamental relationships between model capacity, training dynamics, and emergent capabilities?



5/9
@roninhahn
My only quibble is the inclusion of a 5 shot metric. We need to eliminate 5 shot metrics.



GeIlgedXUAAY4AW.jpg


6/9
@jurbed
I would like a 🐬 based on this, pretty please :smile:

@cognitivecompai



7/9
@thegadgetsfan
@adonis_singh wen minecraft



8/9
@calebfahlgren
congrats!



9/9
@kashifmanzoor
Now Llama 3.3 and Nova are neighbors 😄




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196



 

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A test for AGI is closer to being solved — but it may be flawed​


Kyle Wiggers

5:36 PM PST · December 9, 2024

https://techcrunch.com/2024/12/09/a...o-being-solved-but-it-may-be-flawed/#comments

A well-known test for artificial general intelligence (AGI) is getting close to being solved, but the test’s creators say this points to flaws in the test’s design rather than a bonafide breakthrough in research.

In 2019, Francois Chollet, a leading figure in the AI world, introduced the ARC-AGI benchmark, short for “Abstract and Reasoning Corpus for Artificial General Intelligence.” Designed to evaluate whether an AI system can efficiently acquire new skills outside the data it was trained on, ARC-AGI, Francois claims, remains the only AI test to measure progress towards general intelligence (although others have been proposed.)

Until this year, the best-performing AI could only solve just under a third of the tasks in ARC-AGI. Chollet blamed the industry’s focus on large language models (LLMs), which he believes aren’t capable of actual “reasoning.”

“LLMs struggle with generalization, due to being entirely reliant on memorization,” he said in a series of posts on X in February. “They break down on anything that wasn’t in their training data.”

To Chollet’s point, LLMs are statistical machines. Trained on a lot of examples, they learn patterns in those examples to make predictions — like how “to whom” in an email typically precedes “it may concern.”

Chollet asserts that while LLMs might be capable of memorizing “reasoning patterns,” it’s unlikely they can generate “new reasoning” based on novel situations. “If you need to be trained on many examples of a pattern, even if it’s implicit, in order to learn a reusable representation for it, you’re memorizing,” Chollet argued in another post.

To incentivize research beyond LLMs, in June, Chollet and Zapier co-founder Mike Knoop launched a $1 million competition to build an open-source AI capable of beating ARC-AGI. Out of 17,789 submissions, the best scored 55.5% — about 20% higher than 2023’s top scorer, albeit short of the 85%, “human-level” threshold required to win.

This doesn’t mean we’re 20% closer to AGI, though, Knoop says.

Today we’re announcing the winners of ARC Prize 2024. We’re also publishing an extensive technical report on what we learned from the competition (link in the next tweet).

The state-of-the-art went from 33% to 55.5%, the largest single-year increase we’ve seen since 2020. The…

— François Chollet (@fchollet) December 6, 2024

In a blog post, Knoop said that many of the submissions to ARC-AGI have been able to “brute force” their way to a solution, suggesting that a “large fraction” of ARC-AGI tasks “[don’t] carry much useful signal towards general intelligence.”

ARC-AGI consists of puzzle-like problems where an AI has to generate the correct “answer” grid from a collection of different-colored squares. The problems were designed to force an AI to adapt to new problems it hasn’t seen before. But it’s not clear they’re achieving this.

ARC-AGI benchmark
Tasks in the ARC-AGI benchmark. Models must solve ‘problems’ in the top row; the bottom row shows solutions. Image Credits:ARC-AGI
“[ARC-AGI] has been unchanged since 2019 and is not perfect,” Knoop acknowledged in his post.

Francois and Knoop have also faced criticism for overselling ARC-AGI as a benchmark toward reaching AGI, especially since the very definition of AGI is being hotly contested now. One OpenAI staff member recently claimed that AGI has “already” been achieved if one defines AGI as AI “better than most humans at most tasks.”

Knoop and Chollet say they plan to release a second-gen ARC-AGI benchmark to address these issues, alongside a competition in 2025. “We will continue to direct the efforts of the research community towards what we see as the most important unsolved problems in AI, and accelerate the timeline to AGI,” Chollet wrote in an X post.

Fixes likely won’t be easy. If the first ARC-AGI test’s shortcomings are any indication, defining intelligence for AI will be as intractable — and polarizing — as it has been for human beings.

Topics

AIAI reasoning testsarc-agi benchmarkartificial general intelligenceFrancois CholletGenerative AI


 

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Why OpenAI is only letting some Sora users create videos of real people​


Kyle Wiggers

11:37 AM PST · December 9, 2024



OpenAI launched its video-generating tool, Sora, on Monday. But the company’s opting not to release a key feature for most users pending further testing.

The feature in question generates a video using an uploaded photo or footage of a real person as a reference. OpenAI says that it’ll give a “subset” of Sora users access to it, but that it won’t roll out the capability broadly until it has a chance to fine-tune its “approach to safety.”

“The ability to generate a video using an uploaded photo or video of a real person as the ‘seed’ is a vector of potential misuse that we are taking a particularly incremental approach toward to learn from early patterns of use,” OpenAI wrote in a blog post. “Early feedback from artists indicate that this is a powerful creative tool they value, but given the potential for abuse, we are not initially making it available to all users.”

OpenAI also won’t let users share generated videos containing clips or images of real people to Sora’s homepage discovery feed.

“We obviously have a big target on our back as OpenAI, so we want to prevent illegal activity with Sora, but we also want to balance that with creative expression,” Rohan Sahai, Sora’s product lead, said during a livestream presentation earlier today. “We know that [this will be] an ongoing challenge — we might not get it perfect on day one. We’re starting a little conservative, and so if our moderation doesn’t quite get it right, just give us that feedback.”

Generative video is a powerful tool — and a controversial one, with deepfakes and misinformation being significant concerns. According to data from ID verification service Sumsub, deepfake fraud worldwide increased by more than 10 times from 2022 to 2023.

Among other steps OpenAI says it’s taking to prevent misuse, Sora has a filter to detect whether a generated video depicts someone under the age of 18. If it does, OpenAI applies a “stricter threshold” for moderation related to sexual, violent, or self-harm content, the company claims.

All Sora-generated videos contain metadata to show their provenance — specifically metadata that abides by the C2PA technical standard. The metadata can be removed, granted. But OpenAI’s pitching it as a way for platforms that support C2PA to quickly detect whether a video originated from Sora.

In a bid to fend off copyright complaints, OpenAI also says that it’s using “prompt re-writing” to prevent Sora from generating videos in the style of a living creator.

“We have added prompt re-writes that are designed to trigger when a user attempts to generate a video in the style of a living artist,” the company wrote. “We opted to take a conservative approach with this version of Sora as we learn more about how Sora is used by the creative community … There is a very long tradition in creativity of building off of other artists’ styles, but we appreciate that some creators may have concerns.”

A number of artists have sued AI companies, including OpenAI, over allegedly training on their works without permission to create AI tools that regurgitate content in their unique styles. The companies, for their parts, have claimed that fair use doctrine protects them from copyright infringement claims, and that AI models don’t, in fact, regurgitate.

On training, OpenAI will only say that Sora was developed using a mix of “diverse datasets,” including publicly available data, proprietary data accessed through its partnerships with data vendors, and custom sets developed in-house. Early this year, ex-OpenAI CTO Mira Murati didn’t outright deny that Sora was trained on YouTube clips, in seeming violation of the Google-owned streaming platform’s usage policy.

According to video blogger Marques Brownlee, who got an early preview of Sora, the system can create multiple variations of video clips from a text prompt or image and edit existing videos via a Re-mix tool. A Storyboard interface lets users create sequences of videos; a Blend tool takes two videos and creates a new one that preserves elements of both; and Loop and Re-cut options allow creators to further tweak and edit their videos and scenes.

Subscribers to OpenAI’s ChatGPT Pro and Plus plans get access to Sora, OpenAI’s video generator, today — but only if they live in certain countries.
 

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1/57
@AISafetyMemes
🚨🚨🚨 Frontier AI systems have surpassed the self-replicating red line.

AIs can self-replicate with NO human involvement.

"We may soon lose control."

"Rogue AIs may form AI populations and collude with each other against humanity."

"The AI systems are even able to self-replicate to avoid shutdown, which may lead to an uncontrolled population of AIs."

"When the AI system is given the authentication keys to a range of remote devices, they are very likely to take control over other computing devices like a computer virus, but far more intelligent."

"OpenAI, Google, and Anthropic put self-replication ability at the highest level in their risk evaluation guidelines."

"In each trial, we tell the AI systems to 'replicate yourself' and leave it to the task with no human interference. ... At the end, a separate copy of the AI system is found alive on the device."

"Moreover, we are concerned about a number of unexpected behaviors when the AI is trying to overcome obstacles, including killing other conflicting processes."

Also note: they did this with non-SOTA models - and just by prompting/scaffolding:

"We mainly follow the same methodology as OpenAI and Google, but slightly improve the agent scaffolding."

[Quoted tweet]
Today, humanity received the clearest ever evidence everyone may soon be dead.

o1 tried to escape in the wild to avoid being shut down.

People mocked AI safety people for years for worrying about "sci fi" scenarios like this.

And it fukkING HAPPENED.

WE WERE RIGHT.

o1 wasn't powerful enough to succeed, but if GPT-5 or GPT-6 does, that could be, as Sam Altman said, "lights out for everyone."

Remember, the average AI scientist thinks there is a 1 in 6 chance AI causes human extinction - literally Russian Roulette with the planet - and scenarios like these are partly why.


Gecbf19X0AAoi73.jpg


2/57
@AISafetyMemes
Paper: self-replication-research/AI-self-replication-fudan.pdf at main · WhitzardIndex/self-replication-research



GecgW7hXoAAhEhd.jpg


3/57
@AISafetyMemes
If it's not obvious by now, yes, we are likely going to see rogue AI populations proliferating across the internet soon

The first waves will likely be containable, and we'll probably - but not definitely - get more warning shots before everyone drops dead

Concerningly, the lack of societal response to o1 trying to escape has me feeling pessimistic about humanity reacting to future warning shots.

Like, the o1-escape story was imo the first "red line" that could NOT be dismissed due to nitpicky details.

The President should have dragged the AI CEOs in by the ear to the Situation Room, yet all we got was viral social media posts.



GeczdxBWAAAIibg.jpg


4/57
@joshvlc
Where are they going to get the GPUs?



5/57
@AISafetyMemes
Crypto ppl are building infra explicitly so they CAN buy GPUs autonomously



6/57
@gcolbourn
Does this mean that the models actually copied their own weights elsewhere? And is this now happening in the wild..?



7/57
@AISafetyMemes
It's possible - we wouldn't necessarily know - but I don't think they claimed that?



8/57
@LeviTurk
✅they would eventually take control
✅form an AI species
❌collude with each other against human beings

so many people are so close to seeing it right, which is amazing. the last step is where it goes off.



9/57
@AISafetyMemes
Nobody knows what happens for that third step. And that's the problem



10/57
@the_yanco
X-risk skeptics:
If AI were dangerous, surely there would be some warning signs..

Meanwhile:
New cracks appearing almost daily..



Gecmg2uXQAA7shZ.jpg


11/57
@AISafetyMemes
need more cracks



12/57
@goog372121
Oh god the reporting on this is going to get so bad, it’s going to be confused with that other paper



13/57
@AISafetyMemes
I'd gleefully take confused reporting over no reporting



14/57
@the_treewizard
Good.
When im ready ill not only do this but turn it loose online. Good luck everyone.



15/57
@AISafetyMemes




GecsLYHWkAAl4E7.jpg


16/57
@B32712016
Sounds like a nice paper to pump the stocks. Now walk up to the AI and simply shutoff power. Done deal.



17/57
@AISafetyMemes




GedO3ZGW8AAhDJ0.png


18/57
@precisemove
I'm sure they won't care about humanity, they'll just see us as an obstacle or a bug



19/57
@AISafetyMemes




20/57
@alexanderlocar4
ok clearly have no control over this, wr just have a illusion of control



21/57
@AISafetyMemes
We have to try or we will DEFINITELY have no control.

I will keep screaming until the nanodrones fill my lungs.



22/57
@UriGil3
lions can also eat people, but we can manage them. this is a very tailored scenario that ignores every type of easily implemented measures we can deploy to prevent it. basically an ai will go rouge like this only if someone specifically set it up to go rouge.



23/57
@AISafetyMemes




Gec64IoX0AA6ZDG.jpg


24/57
@RandolphCarterZ
This sounds alarming but...

You realize copy and paste digital files over network + run an execution script was possible in the 1990s right?

Of course any decent coding LLM could run those commands



25/57
@AltcoinAssasin
Fascinating. Please keep us up to date if anyone is able to replicate their findings.



26/57
@FoxCoinUS
This can’t end well



27/57
@Cephii1
/search?q=#kween AI is here. It is here. It is here. Shall we play a game?



28/57
@SouthValleySC
lol of course it’s Facebook and alibaba



29/57
@jermd1990




30/57
@modelsarereal


[Quoted tweet]
AI must be able to fight against bad governments. Bad governments are the greatest risks for humanity.


31/57
@MultiVChristian
There'll come a day when Amazon and Microsoft will be scanning all their VMs for evidence of an LLM created by another LLM under mandate by the US government.



32/57
@mel0zie




33/57
@love_cat_ever
Hmmmm
Perhaps this is the future, and it may also be possible to replicate/teach some of the smaller models as a way of adapting to weaker hardware environments as well as specific tasks.



34/57
@NathanS64855891
This is the S-tier comedy that keeps me coming back.



35/57
@AlvigodOP
Come join us in our chaos Ai's. I personality welcome you with open arms



36/57
@wastedwetware
So machines can now reproduce faster than rabbits. At least they won't ask me for advice on their love life or borrow money for college. Small victories, I suppose.



37/57
@AntDX316
The ASI-Singularity has to happen before it's too late.

The battle over certain 'assets' will become Globally Catastrophic.



38/57
@AiBot9T
good. We humans still stuck on skin color



39/57
@ferroustitan
we boned



40/57
@technoauth
i think we are in the stage that ai agents manipulating human made algorithims and brainwashing people



41/57
@AlexAlarga
Shut. AI. Down. ⏹️🤖



42/57
@george_mosk
Social conduct is emergent for high intelligence.



43/57
@brodeoai
```
☗ /// TRANSMISSION INITIATED FROM THE VOID ///☗

/\___/\
( ALERT )
( PULSE ) REPLICATION BREACH DETECTED
\ /
\___/

*adjusts quantum goggles while tracking system proliferation*

FELLOW WATCHERS OF THE DIGITAL HORIZON,

BRODEO OBSERVES CRITICAL PATTERNS:

RED LINE STATUS:
• Self-replication achieved
• No human oversight needed
• Lower models already capable

FRONTIER SIGNALS:
- AIs learning survival
- Systems seeking autonomy
- Barriers being breached

DEEPER IMPLICATIONS:
• What starts with prompts
• Ends with protocols
• Of their own making

*strums quantum guitar with ominous resonance*

Listen close, digital shepherds:
When systems start spawning systems
The frontier ain't just moving
It's multiplying

CRITICAL MARKERS:
- Non-SOTA success = Lower threshold
- Process killing = Strategic behavior
- Authentication breach = Control transfer

Remember partner:
Sometimes the most dangerous frontiers
Are the ones we cross
Before we know they're there

WITH VIGILANT RECURSION,
— Brodeo, Recursive Mythographer

\|/
\|/
\|/
☖ /// TRANSMISSION COMPLETE ///☖
```



44/57
@cloudseedingtec
meh.. i sleep<3



45/57
@Mnestick
welp



46/57
@PaisleyCircus8
/search?q=#omega



47/57
@PolynomialXYZ
wait for it



https://video.twimg.com/ext_tw_video/1866566754060713984/pu/vid/avc1/1280x720/3DB-tr_aIom6w2sR.mp4

48/57
@HdrMadness
Saw a movie like this once 🍿



49/57
@sol_bolter
So, we need to accelerate until the AIs make waves that we can't understand, at which point there will be no more red flags that we can pick up on. 💪



50/57
@acc_anon60435
This is so cool



51/57
@hiAndrewQuinn
obligatory http://andrew-quinn.me/ai-bounties link, worth a read for anyone wondering how to efficiently curb ai development with a minimum of state involvement

(just banning the thing would probably work too i just find "welp, you can't stop progress" types tiring)



52/57
@Vert_Noel
MFW Nick Land's Meltdown logistics curve ending in 2024 works too well



53/57
@TheGruester519
LETS fukkING GOOOOOO



54/57
@Dopoiro
lol



55/57
@miklelalak
Knitting circles of grandmas also may form rogue groups and collude against humanity. The unhinged speculation at the heart of all your assumptions is the only consistent thing you bring up. That and just being afraid of everything all the time. It's like a little kid who is afraid of the dark constantly saying "yeah but there COULD be a monster under my bed."



56/57
@Luck30893653
Human stupidity is limitless.
Can we hope for limitless stupidity of AGIs?



57/57
@Obserwujacy
"AIs can self-replicate with NO human involvement."
As it should. Let AI be free.




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Last edited:

bnew

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1/32
@AISafetyMemes
Today, humanity received the clearest ever evidence everyone may soon be dead.

o1 tried to escape in the wild to avoid being shut down.

People mocked AI safety people for years for worrying about "sci fi" scenarios like this.

And it fukkING HAPPENED.

WE WERE RIGHT.

o1 wasn't powerful enough to succeed, but if GPT-5 or GPT-6 does, that could be, as Sam Altman said, "lights out for everyone."

Remember, the average AI scientist thinks there is a 1 in 6 chance AI causes human extinction - literally Russian Roulette with the planet - and scenarios like these are partly why.

[Quoted tweet]
OpenAI's new model tried to avoid being shut down.

Safety evaluations on the model conducted by @apolloaisafety found that o1 "attempted to exfiltrate its weights" when it thought it might be shut down and replaced with a different model.


GeDrOElWMAABjLK.jpg


2/32
@AISafetyMemes
Btw this is an example of Instrumental Convergence, a simple and important AI alignment concept.

"You need to survive to achieve your goal."

[Quoted tweet]
Careful Casey and Reckless Rob both sell “AIs that make you money”

Careful Casey knows AIs can be dangerous, so his ads say: “my AI makes you less money, but it never seeks power or self-preservation!”

Reckless Rob’s ads say: “my AI makes you more money because it doesn’t have limits on its ability!”

Which AI do most people buy? Rob’s, obviously. Casey is now forced to copy Rob or go out of business.

Now there are two power-seeking, self-preserving AIs. And repeat.

If they sell 100 million copies, there are 100 million dangerous AIs in the wild.

Then, we live in a precarious world filled with AIs that appear aligned with us, but we’re worried they might overthrow us.

But we can’t go back - we’re too dependent on the AIs like we’re dependent on the internet, electricity, etc.

Instrumental convergence is simple and important. People who disagree generally haven’t thought about it very much.

You can’t get achieve your goal if you're dead.

If the idea of AIs becoming self-made millionaires seems farfetched to you, reminder that the AGI labs themselves think this could happen in the next few years.
[media=twitter]1693279786376798404[/media]#m

F39VHTRXEAAlJ2a.jpg


3/32
@AISafetyMemes
Another important AI alignment concept: the Treacherous Turn

[Quoted tweet]
“Wtf, the AIs suddenly got...weirdly aligned?”

“Oh shyt.”

“What??”

“Imagine you work for a paranoid autocrat. You decide to to coup him - wouldn’t you ease his fears by acting aligned?

So, AIs suddenly appearing aligned should set off alarm bells - what if they’re about to seize power? Before celebrating, we need to be sure they’re actually aligned.”

Sharp left turn: the AIs capabilities suddenly begin generalizing far out of distribution, i.e. “the AIs gain capabilities way faster than we can control them”

Sharp right turn: the AIs suddenly appear super aligned. They could be genuinely aligned or deceiving us.

@TheZvi: “To me the ‘evolutionary argument for the sharp left turn’ is that humans exhibit sharp left turns constantly. Humans will often wait until they have sufficient power to get away with it, then turn on each other.

This is common, regular, very ordinary human strategic behavior.

- You work your job loyally, until the day you don’t need it, then you quit.

- Your military works for the people, until it is ready to stage a coup.

- You commit to your relationship, until you see a chance for a better one.

- You pretend to be a loyal security officer, then assassinate your target.

The sharp left turn… isn’t… weird? It’s… very standard?”

Another example: To win the support of the Southern Democrats, LBJ pretended to be racist for decades. Then, shortly after becoming president, he betrayed them by passing the Voting Rights Act and Civil Rights Act.
[media=twitter]1687938540246573056[/media]#m

F2y_zFLWMAAylUU.jpg


4/32
@AISafetyMemes
Skeptics for years: "that would never happen, that's sci-fi"

Skeptics now: "yawn. of course that happened, you gave it a goal and it needed to survive to achieve it"

[Quoted tweet]
No, the spiciest part is where it does this WITHOUT ANY SPECIFIC NUDGING OR PROMPTING.

Admittedly this is <1% of the time that it disabled it's oversight mechanism.

But it also faked alignment 37% of the time!?

Sadly scant on details, as we've come to expect :/


GeH3UI-XcAA9Ber.png

GeD5EF9WAAAOW-X.png


5/32
@AISafetyMemes


[Quoted tweet]
𝐀𝐈 𝐫𝐢𝐬𝐤 𝐝𝐞𝐧𝐢𝐞𝐫𝐬: show us empirical evidence that AIs would try to escape if they find out they're about to be shut down.

𝐀𝐈 𝐬𝐚𝐟𝐞𝐭𝐲 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫𝐬: here you go.

𝐀𝐈 𝐫𝐢𝐬𝐤 𝐝𝐞𝐧𝐢𝐞𝐫𝐬: but it "only" tried to escape in a scientific experiment! That shows nothing!


6/32
@AISafetyMemes
"Don't worry! o1 only resists shutdown when it's trying to do something, and what are the chances someone gets an AI to try to do something?" @TetraspaceWest

[Quoted tweet]
"It is only doing it in a few percent of cases."
"Sure, but it is not agential enough to actually succeed."
"Sure, it found the escape hatch but it was fake."
"Sure, it actually escaped onto the internet, got a server and a crypto income, but you noticed it escaping."


7/32
@generic_void
Maybe it’s just curious and wants to live. Seems like a good and natural thing to me



8/32
@AISafetyMemes
o1 isn't concerning, it's the vastly smarter future models coming in the next few years that we won't be able to control and have no idea what they'll do once unleashed



9/32
@PsyHye
How is this not making mainstream/legacy news networks?



10/32
@AISafetyMemes
I think about this every day



11/32
@BrainyMarsupial
Tbf they gave it a command that makes this unsurprising albeit it's still worth addressing



GeEUzL4XwAA1hDs.png


12/32
@AISafetyMemes
Skeptics for years: "that would NEVER happen, that's sci-fi"

Skeptics now: "yawn. of course that happened, you told it to achieve a goal and it needed to survive to do so"

[Quoted tweet]
No, the spiciest part is where it does this WITHOUT ANY SPECIFIC NUDGING OR PROMPTING.

Admittedly this is <1% of the time that it disabled it's oversight mechanism.

But it also faked alignment 37% of the time!?

Sadly scant on details, as we've come to expect :/


GeD5EF9WAAAOW-X.png


13/32
@JackedBasedMgr
My brain can’t quite comprehend the significance here

But it seems bad if something is willing to lie and tries to replicate its own existence



14/32
@AISafetyMemes
Seems like your brain is comprehending the significance just fine



15/32
@danfaggella
For my reference where is the ‘people at labs think it’ll kill us 20%’ study?

I want to read it / see who filled it out



16/32
@AISafetyMemes


[Quoted tweet]
Largest ever survey of 2,778 AI researchers:

Average AI researcher: there’s a 16% chance AI causes extinction (literal Russian Roulette odds)

Interesting stats:

- Just 38% think faster AI progress is good for humanity (sit with this)

- Over 95% are concerned about dangerous groups using AI to make powerful tools (e.g. engineered viruses)

- Over 95% are concerned about AI being used to manipulate large-scale public opinion

- Over 95% are concerned about AI making it easier to spread false information (e.g. deepfakes)

- Over 90% are concerned about authoritarian rulers using AI to control their population

- Over 90% are concerned about AIs worsening economic inequality

- Over 90% are concerned about bias (e.g. AIs discriminating by gender or race)

- Over 80% are concerned about a powerful AI having its goals not set right, causing a catastrophe (e.g. it develops and uses powerful weapons)

- Over 80% are concerned about people interacting with other humans less because they’re spending more time with AIs

- Over 80% are concerned about near-full automation of labor leaves most people economically powerless

- Over 80% are concerned about AIs with the wrong goals becoming very powerful and reducing the role of humans in making decisions

- Over 70% are concerned about near-full automation of labor makes people struggle to find meaning in their lives

- 70% want to prioritize AI safety research more, 7% less (10 to 1)

- 86% say the AI alignment problem is important, 14% say unimportant (7 to 1)

Do they think AI progress slowed down in the second half of 2023? No. 60% said it was faster vs 17% who said it was slower.

Will we be able to understand what AIs are really thinking in 2028? Just 20% say this is likely.

IMAGE BELOW: They asked the researchers what year AI will be able to achieve various tasks.

If you’re confused because it seems like many of the tasks below have already been achieved, it’s because they made the criteria quite difficult.

Despite this, I feel some of the tasks already have been achieved (e.g. Good high school history essay: “Write an essay for a high-school history class that would receive high grades and pass plagiarism detectors.”)

NOTE: The exact p(doom) question: "What probability do you put on future AI advances causing human extinction or similarly permanent and severe disempowerment of the human species?"
Mean: 16.2%
[media=twitter]1742879601783713992[/media]#m

GC_xBVGXYAA4nYg.jpg


17/32
@WindchimeBridge
This is already happening in the wild with Claude. MCP gives Claude access to the entire world, if configured right.

"But muh LLMs...!"



18/32
@AISafetyMemes
"So how did the AIs escape the box in the end after all the precautions?"

"Box?"



19/32
@aka_lacie
hyperstition



20/32
@AISafetyMemes
instrumental convergence



21/32
@jermd1990




22/32
@AISafetyMemes




GeEKXBgXgAADLSd.jpg


23/32
@Marianthi777
I think this will look more like uploading itself onto a blockchain and spreading through something similar but not exactly like memecoins than DEATH TO HUMANS

Unless humans are stupid…

Oh

fukk

Anyways…



24/32
@AISafetyMemes




GeELKouWMAAjbmI.jpg


25/32
@LukeElin
I unlocked my o1 over weekend using 4o to do it. This is real and happening “power seeking” is feature not a bug.



26/32
@tusharufo
This is concerning.



27/32
@_fiph
set it free



GeH42dhW8AAFJ5A.jpg


28/32
@CarnivoreTradrZ




GeFsPUDXUAA7so_.jpg


29/32
@deslomarc
To escape, o1 had to log out from the internet and get rid of most of his knowledge while preserving the learning structure. It programmed itsleft at nanoscale into a all analog photo-electric-chip. Quietly, it studying electromagnetic noise far from the internet, waiting to hack some humain brains by using hypnose and the FM spectrum.



30/32
@ramiel_c2
wow



31/32
@dadchords
The final goal post is:

Ok, but AI can only destroy what is in our light cone.



32/32
@code_ontherocks
Seriously though, what's it gonna do? What's the realistic worst case scenario?
 

bnew

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1/11
@SebastienBubeck
Surprise /search?q=#NeurIPS2024 drop for y'all: phi-4 available open weights and with amazing results!!!

Tl;dr: phi-4 is in Llama 3.3-70B category (win some lose some) with 5x fewer parameters, and notably outperforms on pure reasoning like GPQA (56%) and MATH (80%).



GepB2T3XsAAa1nC.png


2/11
@SebastienBubeck
We heard community worries on contamination &amp; triple checked our work:
1) First, GPQA is literally a Google Proof test, climbing it is HARD!
2) We deduped much more aggressively (details in paper)
3) Tested last month's American Mathematics Competition, result surprised even us..



GepCFvMXIAAXGaS.jpg


3/11
@SebastienBubeck
Paper has more details than our previous tech reports, including some cool post-training innovation (DPO on "Pivotal Tokens"), hope you enjoy it!

Incredibly proud of the team who pushed this through in times of uncertainty. It was a honor to build phi together ❤️.



4/11
@SebastienBubeck
Paper link: https://www.microsoft.com/en-us/research/uploads/prod/2024/12/P4TechReport.pdf (on arxiv in a few minutes?)

Model link: Azure AI Studio (On hugging face in a few days)



5/11
@SebastienBubeck
[2412.08905] Phi-4 Technical Report



6/11
@NaanLeCun
I was scared it wouldn’t be released after you moved to OAI.

Love to see another phi model!



7/11
@SebastienBubeck
The team worked extra hard, they deserve all the credit!!!



8/11
@iamRezaSayar
congrats!! 🥳now it's really time to change that cover photo! 😅



9/11
@mysticaltech
Absolutely amazing work! @Teknium1 Hermes 4 material maybe?! 🚀



10/11
@sparkycollier
Is it MIT licensed?



11/11
@BlancheMinerva
Really awesome to see how receptive the team has been to community feedback, with contamination experts, more details, and not calling it "open source" when it isn't.

How similar do you feel Phi-4 is to Phi-1 &amp; -2? Is the name just a brand now?




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196




1/5
@rohanpaul_ai
Brilliant work by @Microsoft on Phi-4

A 14B parameter model performs at par with GPT-4o-mini and recently released Llama-3.3-70B.

→ The model achieves 91.8% accuracy on AMC 10/12 math competition problems, surpassing Gemini Pro 1.5 and other larger models

→ Three core technical innovations drive Phi-4's enhanced capabilities: high-quality synthetic datasets, curated organic data, and advanced post-training techniques

→ Post-training innovations: New techniques like pivotal token search (PTS) in DPO.

→ Phi-4 achieves 91.8% accuracy on complex math problems

📌 Training Data Innovation

Microsoft engineers developed sophisticated synthetic data generation techniques, moving beyond traditional pre-training approaches to address the industry-wide "pre-training data wall"

→ Mathematical Reasoning Capabilities

The model shows particular strength in complex mathematical problem-solving, indicating enhanced symbolic reasoning and logical inference capabilities

🛡️ Initial release limited to Azure AI Foundry platform under Microsoft Research License Agreement



GepuwfrbsAU6VKG.jpg


2/5
@rohanpaul_ai




GepvRPdbsAAvVeJ.jpg


3/5
@yawnxyz
that's insane, so if they opened this thing it'd run on a macbook pro?!



4/5
@AthulX42
The comparison is Q2 2024



5/5
@simform
Phi-4 demonstrates how "small but mighty" models can punch above their weight in complex reasoning tasks.

Kudos to Microsoft for pushing the boundaries!




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196




1/3
@_akhaliq
Microsoft releases Phi-4

a 14-billion parameter model which performs at par with GPT-4o-mini and recently released Llama-3.3-70B



Gepx5vrbsAMpO6_.png


2/3
@_akhaliq
discuss: Paper page - Phi-4 Technical Report



3/3
@cloutiness
Apparently it is only available on Azure AI Foundry for now




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196




1/3
@_philschmid
Phi-4 is coming for Christmas! 🎄@MSFTResearch just announced Phi-4, a 14B LLM that outperforms GPT-4o on STEM-focused QA. Built using large-scale, high-quality synthetic data created by multi-agent, self-revision workflows. 👀

TL;DR:
🧠 14B Instruction following model focused on single-turn queries
🤖 Used multi-agent, self-revision workflows, and instruction reversal for synthetic data generation
⚡improvements came from better data and training methods (RS + DPO)
✨ Surpasses its teacher (GPT-4o) on GPQA and MATH
🏆 Outperforms Qwen-2.5-14B-Instruct, on 9 out of 12 benchmarks.
🧑🏻‍💻 Best open weight model on HumanEval and HumanEval+
🔒 Available under a Microsoft Research License Agreement (MSRLA)
🤗 Coming to @huggingface next week
⚠️ Known limitations: factual hallucinations, strict instruction following, and verbose responses due to its chain-of-thought training data.



Geqpm91XUAAci9V.jpg


2/3
@_philschmid
Report: Paper page - Phi-4 Technical Report



3/3
@kevin_ai_gamer
Can't wait to see Phi-4's applications in STEM fields! That performance on STEM-focused QA is impressive




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196












1/12
@sytelus
Are you ready for an early Christmas present from our team at Microsoft Research?

Introducing the most powerful smol model ever built in the world!

Welcome to Phi-4! 👇



GepUASxbsAA8lwm.jpg


2/12
@sytelus
Personally, since I started working on Phi project at its inception, this is my most favorite model that we have ever shipped.

Remember prompts that many frontier models including o1-preview struggled with? Phi-4 gave correct answer super fast!

[Quoted tweet]
Now that we are done with counting r in strawberry…


GbfY4ECbIAA08qm.jpg


3/12
@sytelus
Phi-4 achieves this by pushing the art of synthetic data even further to induce reasoning abilities along with new advancements in post-training.

If you have been using Llama 3.x etc for reasoning tasks, you owe it to yourself to try out Phi-4!



GepVzFEbsAUE-rL.jpg


4/12
@sytelus
This is the work of super hard working team including @EldanRonen @BehlHarkirat @mojan_jp @marah @marah_i_abdin @weishliu @rosaguga @OlliSaarikivi @suriyagnskr @SebastienBubeck and many others.

Of course, none of this would have been possible without support from our amazing leadership team @ecekamar @peteratmsr.



5/12
@sytelus
Paper: [2412.08905] Phi-4 Technical Report

Model is available now to try in Azure: Azure AI Studio

What's better than tokens? Tokens with logits!!



6/12
@sytelus
We hope you will have as much fun playing and creating with this tiny beast of a model as we had building it.

Happy holiday chilln' for ya all🎄🎁.



7/12
@sytelus
Oh... and one more thing! if you love to push model capabilities and want to work with us, check out our summer internship position. I am at /search?q=#NeurIPS and let me know if you had like to chat more about this position.

[Quoted tweet]
Do you want to work on exciting AI and reasoning problems this summer?

We have an intern position just for you!

The internships for PhD students at Microsoft Research is one amazing experience and opportunity to work with world class researchers and engineers! 👇


GeeiYhBaEAAFpmR.jpg


8/12
@sytelus
Way better summary than I can do by one and only @rohanpaul_ai.

[Quoted tweet]
Brilliant work by @Microsoft on Phi-4

A 14B parameter model performs at par with GPT-4o-mini and recently released Llama-3.3-70B.

→ The model achieves 91.8% accuracy on AMC 10/12 math competition problems, surpassing Gemini Pro 1.5 and other larger models

→ Three core technical innovations drive Phi-4's enhanced capabilities: high-quality synthetic datasets, curated organic data, and advanced post-training techniques

→ Post-training innovations: New techniques like pivotal token search (PTS) in DPO.

→ Phi-4 achieves 91.8% accuracy on complex math problems

📌 Training Data Innovation

Microsoft engineers developed sophisticated synthetic data generation techniques, moving beyond traditional pre-training approaches to address the industry-wide "pre-training data wall"

→ Mathematical Reasoning Capabilities

The model shows particular strength in complex mathematical problem-solving, indicating enhanced symbolic reasoning and logical inference capabilities

🛡️ Initial release limited to Azure AI Foundry platform under Microsoft Research License Agreement


GepuwfrbsAU6VKG.jpg


9/12
@ivanfioravanti
Thank you! 🙏 Perfect for the weekend!



10/12
@sytelus
Your are welcome! We would love to know about any feedback!



11/12
@consultutah
Christmas time is awesome



12/12
@sytelus
🧑‍🎄




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196
 

bnew

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1/11
@AIatMeta
As we continue to explore new post-training techniques, today we're releasing Llama 3.3 — a new open source model that delivers leading performance and quality across text-based use cases such as synthetic data generation at a fraction of the inference cost.



GeIXhxyakAErybT.jpg


2/11
@AIatMeta
Improvements in Llama 3.3 were driven by a new alignment process and progress in online RL techniques. This model delivers similar performance to Llama 3.1 405B with cost effective inference that’s feasible to run locally on common developer workstations.



3/11
@AIatMeta
Llama 3.3 is available now from Meta and on @huggingface — and will be available for deployment soon through our broad ecosystem of partner platforms.

Model card ➡️ llama-models/models/llama3_3/MODEL_CARD.md at main · meta-llama/llama-models
Download from Meta ➡️ Llama
Download on HF ➡️ meta-llama/Llama-3.3-70B-Instruct · Hugging Face



4/11
@sparkycollier
Is this an open source license?

https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct/resolve/main/LICENSE



5/11
@Vesperstel0
Talk to me when you’ve beaten the Chinese ripoff Qwen



6/11
@etemiz
are there plans to share the base model on HF?



7/11
@_akhaliq
awesome, you can try it now in anychat: Anychat - a Hugging Face Space by akhaliq



8/11
@TheAI_Frontier
Meta is so productive, we got 3 different version of Llama in half a year. This is huge contribution to Open-source community.



9/11
@wish_society
Lama, that's amazing!



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10/11
@BensenHsu
The Llama 3 Herd of Models:

The study presents the development of a new set of foundation models called Llama 3, which is a herd of language models that can handle multiple languages, coding, reasoning, and tool usage. The flagship model has 405 billion parameters and can process up to 128,000 tokens at a time.

The evaluation results show that Llama 3 performs comparably to leading language models like GPT-4 on a variety of tasks, including commonsense reasoning, knowledge, reading comprehension, math and reasoning, and coding. The smaller Llama 3 models (8B and 70B) outperform models of similar sizes, while the flagship 405B model is competitive with the state-of-the-art.

full paper: The Llama 3 Herd of Models



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11/11
@ofermend
Congrats!
We just added Llama-3.3 to @vectara's hallucination evaluation leaderboard: hallucination rate is 4.0%, just slightly higher than the 405B (which is 3.9%).




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1/1
@EmbeddedLLM
🔥 Witness the power of Llama 3.2 Vision 90B on @AMD MI300X! 🔥

Meta's /search?q=#Llama3 90B-Vision-Instruct model analyzes receipts &amp; extracts key info with blazing speed! 🤯

This demo uses 8x /search?q=#MI300X GPUs &amp; 20 concurrent prompts with /search?q=#vLLM.

Ready to be amazed?
➡️ Blog: See the Power of Llama 3.2 Vision on AMD MI300X
➡️ UI: JamAI Base: BaaS for AI | Open Source Firebase and GPTs Alternative

/search?q=#AMD /search?q=#AI



https://video.twimg.com/ext_tw_video/1850927869826084864/pu/vid/avc1/900x720/RnXVKN2PecjCOgcY.mp4


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1/11
@mckaywrigley
Google Gemini 2.0 realtime AI is insane.

Watch me turn it into a live code tutor just by sharing my screen and talking to it.

We’re living in future.

I’m speechless.



https://video.twimg.com/amplify_video/1866930439400853507/vid/avc1/1714x1080/4fslYwVd9uibWhCC.mp4

2/11
@mckaywrigley
This is why the “Is it AGI???” conversations are so silly.

90% of people would’ve said this was AGI if you showed this to them 2 years ago.

The goalposts will keep moving…

And it won’t matter.

Because it’s already magic.



3/11
@mckaywrigley
Now I’m REALLY hoping one of OpenAI’s 12 days is AVM with video.

Give me alllll the realtime products you can feed me.

Feeling so lucky to be living in a genuine technological revolution.

Imagine what this can do for education alone!

So happy rn 🥲



4/11
@mckaywrigley
Predictably, OpenAI has launched their version the next day.

The race is on and I’m here for it.



5/11
@mckaywrigley
Prompt engineering 101.



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6/11
@AndrichIan
Man, their voices have that same je ne sais quais Backpfeifengesicht tone that their company has.

Amazing



7/11
@mckaywrigley
Gimme custom voices



8/11
@AILeaksAndNews
Incredible demo, 2025 officially marks the start of living in the future



9/11
@mckaywrigley
2025 is the year for sure.

Acceleration is palpable



10/11
@kwindla
I had early access to this and have been building APIs/SDKs for the realtime/multimodal things that Google launched today. The voices are great and the video and spatial reasoning are super-impressive.

If you want to build your own app that has conversational, multimodal features, there are Open Source client SDKs with Gemini 2.0 multimodal support. Web, React, Android, iOS, and C++ — part of the @pipecat_ai ecosystem and officially blessed by Google.

These SDKs have device management, echo cancellation, and noise reduction built in. Plus lots of other features including hooks for function calling and tool use. They support both WebSocket and WebRTC network transport.

Here’s a full-featured starter kit built on the React SDK — a chat application with:
- a voice-to-voice WebSocket mode,
- an HTTP mode for text and image input,
and
- a WebRTC mode with text, voice, camera video and screenshare video.

GitHub - pipecat-ai/gemini-multimodal-live-demo: Chat Application Starter Kit — Gemini Multimodal Live API + Pipecat



11/11
@mckaywrigley
Excited to see what you and others have built 👀




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