The Hallway Track
13 tracked signals on reasoning.
OpenAI's unreleased Astra model solved 10 decade-old unsolved math problems for under $2,000 each.
“He envisions a future of large-scale, decentralized collaborations between humans and machines, where complex mathematical tasks can be diced and sliced, with humans claiming the creative parts and AI doing the lion's share of the technical grunt work.”
OpenAI model disproves 80-year-old unit distance conjecture in discrete geometry
Two API settings tripled OpenAI's GPT-5.6 scores on the ARC-AGI-3 benchmark
NVIDIA's Jensen Huang frames the AI factory as the largest infrastructure buildout in history and the best enterprise investment of the next decade.
“you can't think if you don't generate words”
Mistral releases 1 trillion parameter Large 4 model, reclaiming competitive position
“it's great to see Mistral put out a model that's back to being maybe about 6 months behind the frontier”
OpenAI publishes official GPT-6 family model guide for startup production workflows
Tencent releases Hy4, a 770B open-weight LLM with 1M token context window
Apple launches zero-cost server LLM for developers via Private Cloud Compute with no API keys
“there are no token costs to you, the developer”
DeepSeek V4 Pro 0813 launches with 1.7T open weights and reasoning-level-dependent outputs.
“I've not noticed this kind of difference from any other model”
Zhipu releases GLM 5.2 as open-weights near-frontier model expanding intelligence beyond math benchmarks
“we were actually one of the first labs to explore large language models, along with OpenAI, Anthropic, and DeepMind”
NVIDIA releases Alpamayo 2 Super, a 34B-parameter reasoning vision model for autonomous vehicles
llm-gemini 0.33 adds Gemini 3.7 Flash support with reasoning traces and server-side tools
Hugging Face claims ACE reasoning tasks can be done with fewer tokens