Gizmo Wizard @MagicInByte
Every new comic strip is a small parallel reality. Seattle Joined June 2022-
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š NuRL: Pushing LLM Reasoning to the Next Level! š” Hard problems? No problem! GRPO struggles with 0% pass-rate tasks, but NuRL nudges LLMs with self-generated hints ā expands the learning zone. š Results across 6 benchmarks & 3 models: +0.8ā1.8% over GRPO on pass@1
š NuRL: Pushing LLM Reasoning to the Next Level! š” Hard problems? No problem! GRPO struggles with 0% pass-rate tasks, but NuRL nudges LLMs with self-generated hints ā expands the learning zone. š Results across 6 benchmarks & 3 models: +0.8ā1.8% over GRPO on pass@1
šØ New paper! š MENLO: From Preferences to Proficiency We introduce a framework + dataset for evaluating and modeling native-like LLM response quality across 47 languages, inspired by audience design principles. š Paper: arxiv.org/abs/2509.26601 š¤ Data: huggingface.co/datasets/facebā¦ā¦
None of the clickbait headlines mention this part, of course. Huge swathes of people have their entire worldview shaped by misleading headlines.
None of the clickbait headlines mention this part, of course. Huge swathes of people have their entire worldview shaped by misleading headlines.
Bringing new meaning to the word NeRD at #CoRL2025. š¤ Neural Robot Dynamics (NeRD) bridges the sim-to-real gap with a hybrid of neural modeling and analytical simulation, unlocking zero-shot transfer and continuous learning loops for optimal robotics training. Read more &ā¦
What if a robot could reason through failures like "the board isn't clean... I need more force"āand fix it autonomously? Excited to share "Tactile-VLA: unlocking VLMs' latent physical knowledge for contact-rich manipulation through tactile sensing" in jialeihuang.github.io/tactileVLA.gitā¦
Don't sleep tonightšØ: The great Andromeda galaxy will be visible to the naked eye tonight. This will be an extremely rare sight as the trillion star galaxy rises to its highest point in the night sky
BREAKING: Scientists reveal the interstellar object 3I/ATLAS, a Manhattan-sized comet suspected of possibly carrying alien technology, is far larger than originally believed.
Trinity College Dublin: Northern Lights Feature in Todayās Weather Reportā¦ from a Rogue Planet tcd.ie/news_events/toā¦
why is no one talking about this? schmidt: china's AI strategy is not pursuing "crazy" AGI strategies like america, but applying AI to everyday things. this is because their capital markets lack depth, and compute is blocked. he warns this plus lack of open source are majorā¦
Ā«Ā So while you have a chance, take a look up and enjoy the view. Our ancestors could hardly have imagined that one day, one of the brightest objects in the night sky would have been conceived by the human mind and built by human hands.Ā Ā» earthsky.org/space/internatā¦
help us make our big RL runs more stable, what're the best practices here. Expensive integration tests on gpus all the time?
help us make our big RL runs more stable, what're the best practices here. Expensive integration tests on gpus all the time?
The 3 Biggest Opportunities of This Decade: 1. AI Agents 2. Self-driving Cars 3. Humanoid Robots
š ARE: scaling up agent environments and evaluations Everyone talks about RL envs so we built one we actually use. In the second half of AI, evals & envs are the bottleneck. Today we OSS it all: Meta Agent Research Environment + GAIA-2 (code, demo, evals). šLinksš
If you had access to a quantum computer, whatās the first problem youād try to solve?
That's right, we released our first iteration of JEPAs for LLMs: arxiv.org/abs/2509.14252ā¦ And yes, the code is public! Learning by latent space prediction has revolutionized vision models, and it will revolutionize LLMs! šOne small step for JEPAs, one giant leap for LLMsš
That's right, we released our first iteration of JEPAs for LLMs: arxiv.org/abs/2509.14252ā¦ And yes, the code is public! Learning by latent space prediction has revolutionized vision models, and it will revolutionize LLMs! šOne small step for JEPAs, one giant leap for LLMsš
!! Important new for anyone using `transformers` from main!! We just cut the v4 branch: we will daily cherry-pick relevant commits from main (like new models). But main of `transformers` will start getting the v5 commits! The first and biggest one yet: github.com/huggingface/trā¦
!! Important new for anyone using `transformers` from main!! We just cut the v4 branch: we will daily cherry-pick relevant commits from main (like new models). But main of `transformers` will start getting the v5 commits! The first and biggest one yet: github.com/huggingface/trā¦
I got to try the @RealityLabs @ray_ban display ai glasses and they were truly impressive. Definitely the ipod moment for ai wearables. The wristband worked like magic and zooming in on the camera felt like a superpower
Serving a model at scale is hard. Serving it across three hardware platforms (AWS Trainium, NVIDIA GPUs, Google TPUs) while maintaining strict equivalence is a whole other level. Makes you wonder if the hardware flexibility is truly worth the hit to development speed andā¦
NASA's Jet Propulsion Laboratory: NASAās Tally of Planets Outside Our Solar System Reaches 6,000 jpl.nasa.gov/news/nasas-talā¦
Vlapou @Vlapou6152
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tz š“āā ļø @tzmartin
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šš¤²30%š¤²š„ŗļæ½... @xroissance
331 Followers 3K Following 70% šāāļøš„/ 30%šš„-or 27%š„for 7 days+PSP fees. ā¬0.50 per install in šŖšŗ?Nameās Tim or Sundar? Swing by the DoJ.
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ē¬čøē·äŗŗ @lfx160219
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Tech Investor @techinvestoor
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23K Followers 222 Following Elbit Systems is a leading global defense technology company, delivering advanced solutions for a secure and safer world.
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495 Followers 96 Following As an #Space, #Science, and #Tech enthusiast, Iām lucky to live in an era nearing the singularity, with #AI breakthroughs and #MultiPlanetary possibilities.
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andi (twocents.money) @Nexuist
24K Followers 3K Following In the beginning Bill Clinton gave him a green card. This has made a lot of people very angry and been widely regarded as a bad move ā¢ @twocentinc
Skal @PascalMassimino
380 Followers 98 Following Demomaking. Physics. Operation Research. XviD. Helsing. ex-Google. WebP. YouTube. FinTech. Hacks. Opinions rare and mine.
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Beidi Chen @BeidiChen
15K Followers 400 Following Asst. Prof @CarnegieMellon, @amazon Scholar, Prev: Visiting Researcher @Meta, Postdoc @Stanford, Ph.D. @RiceUniversity, Large-Scale ML, a fan of Dota2.
llama @llamapuckey
3K Followers 436 Following āThose who seek for truth behind the phenomena are condemned to an expedition in search of nothingnessāthe phenomena themselves are the living!ā
Kevin Michael Reed @kmreed
5K Followers 4K Following Theatre Director & Designer w/ a bkgrd in film, photo & tech. Live streaming geek & video producer for @NASASpaceflight. Coffee addict. BFA/MA/MFA. He/Him.
Nathan Lambert @natolambert
57K Followers 860 Following Figuring out AI @allen_ai, open models, RLHF, fine-tuning, etc Contact via email. Writes @interconnectsai Wrote The RLHF Book Mountain runner
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70K Followers 124 Following wow... a 'gifted subscription'.... its like being gifted an STD!
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tz š“āā ļø @tzmartin
4K Followers 995 Following Building @copilothealth ā¢ āŗ āÆš“ dots and patterns ā¢ Prev: Citadel, Google, startups - Vibe: ļ½”ā ā“*ļ½”āā ā« Ėā” āļ½”āā“ e/acc š· š² š©» š§¬Trends for United States
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