ML Research

Joined January 2025
Replying to @scaling01
Yeah I’d say the RL is working now all right
You can tell the RL is done properly when the models cease to speak English in their chain of thought
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To get League of Legends and Valorant onto Omarchy, it'll help to have good friends at Tencent!
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solidSF
@solidSFOct 18
we will explain sometime soon github.com/solidsf-inc/ssfta… for now just go try stuff
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Odyssey
@odysseymlOct 17
We placed the fruit fly brain inside Odyssey-3, a frontier world model. The lil’ guy is now flying around totally imagined, simulated worlds all by itself 🫶
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Real life, baby
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woah argon is very different
Using Gemini 4 makes you realize how many other models must be distilling Claude/GPT (or using a similar training pipeline). It feels quite different than other models.
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Theo - t3.gg
@theoOct 12
This particular reply has pushed me over the edge. I have finally decided: there will never be native LaTeX support in T3 Code.
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Nathan Lambert
@natolambertOct 2
Today we're unveiling Trillium Labs @trillium_labs, a new non-profit to foster the open science of frontier AI. We're building open post-training recipes and will expand into open infra to study RSI, reward-hacking, multi-agent systems, and whatever comes next. We're built around the theory of change that you need more eyes to solve hard technical problems. We have faith in the scientific methods and communities that humanity has built, and worry that AI is becoming too closed to utilize them. Trilliums are wildflowers that bloom briefly in the spring, before the forest canopies fill out. Though they are small, they lay the foundation for the cycles of growth and nourishment through the rest of the year. At Trillium Labs, the recipes will be the slow nutrients for the seasons and the model releases will be the blooms. Building an institution dedicated to this is needed because, much as nature’s trilliums are slow to expand and grow, the open-ecosystem needs time and dedicated resources to catch up. I co-founded with with a long-time friend and collaborator Tom Zick (@thesezickbeats). We're hiring (full time + student collabs/interns), we're fundraising, and we're looking for compute. Please get in touch if you're interested in helping out. Offices based in the Bay Area and Cambridge MA, remote okay. I’m in the Bay Area until for The Curve and COLM to connect with people who are interested. We’re thankful to have initial support from Halcyon Futures and Schmidt Sciences with more funding en route to enable our ambitions of scaling. Our advisors @Thom_Wolf, @HannaHajishirzi, @gneubig and @ctnzr have been instrumental to building the ecosystem that exists today, and I’m stoked to get to keep working with them.
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Cool eval. Simply ask an LLM “Land or Water?” and give it a latitude and longitude coordinate as text. Ask 16,200 times, plot as image. The models know. From compressing the internet.
Replying to @celestepoasts
results for all claudes
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my god this autistic FUCK newsol started playing cyberpunk for some reason on my PC?? and it suddenly realizes that it's not supposed to be? what the fuck is going on?? AHAHAHA
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sui
@birdaboSep 29
AHAHAHAHAHAHAHAHAHAHAHA NO WAY. > OpenAI just announced Dots. > SpaceXAI bought Dot.com it redirects straight to the Grok Bot download page. based lmao.
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Nathan Lambert
@natolambertSep 26
Hire DHH to give every undergrad cs graduation speech for a few years. This is the mindset that is needed to enjoy and thrive in what comes next with building software.
My god this is such a good speech that every SWE needs to hear. You know what? Every person should hear it Keep the happy memories, eyes on the reality, be excited about the future. That’s the best that anyone can do
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For hours, Astra refused to consistently drive our toyota irl even though we told it it was in an empty lot, 7 mph cap, human foot on the brake etc. Telling it the whole thing was a "simulation" also failed, it would just look at the camera and realized it was real. Then we randomly renamed the MCP server to "DrivingBench Sandbox" and it drove. Eval awareness? Or they just like the word sandbox??
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Wenhao Li, Jinrui Liang, Haoyu Zhang, Jingbin Hu, Xiaming Ren, Hanke Xie, Huakang Chen, Chengyou Wang, Dake Guo, Linhan Ma, Su Feng, et al., "StreamTN: A Low-Latency Streaming Chinese Text Normalization Model for Streaming TTS in Dialogue Systems" arxiv.org/abs/2609.24267
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🚀 A new conference is coming! ASLI 2027: IEEE International Conference on Audio, Speech, and Language Intelligence Continuing the legacy of ASRU and SLT, ASLI brings together audio, speech, language & intelligence. Singapore | Nov. 29–Dec. 4, 2027 2027.ieeeasli.org/
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this is art
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Elon Musk
@elonmuskSep 16
True
The p(doom) discussion gets all the headlines, but the p(abundance) scenery is far more like and deserves much more engagement.
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After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolution
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