The Hallway Track

Latest signals

Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.

PipeNetwork/minimax-h3-mlx

Simon Willison · Aug 04, 2026

MiniMax-H3 omni-modal model now runs locally on Apple Silicon via MLX port

“a rainbow colored skunk leaps over a mossy log in a supermarket”
Introducing Web Search on Amazon Bedrock for foundation model grounding

AWS Machine Learning Blog · Aug 04, 2026

AWS launches native web search grounding in Amazon Bedrock, eliminating third-party providers

“Web Search becomes a single parameter in your existing OpenAI-compatible API call, removing the need for vendor onboarding, API keys, orchestration layers, and separate SDKs.”
Valar Built a Nuclear Safety System 12x Cheaper

No Priors · Aug 04, 2026

Valar built a nuclear reactor protection system for $400K vs $5M vendor quote in far less time.

“we're going to have to build our own RPS. And we spent about $400,000 on it.”
Unity AI Gateway is Generally Available

Databricks Blog · Aug 04, 2026

Databricks Unity AI Gateway reaches general availability for enterprise AI governance

“The last six months have seen a rapid rise in AI-powered productivity and a proliferation”
Hugging Face Journal Club: Scaling Laws for Pre-training & RL

Hugging Face · Aug 04, 2026

New research uses chess as a testbed to derive scaling laws for post-training compute allocation

“In pre-training we had the chinchilla scaling laws uh which is roughly like uh uh you would allocate 20x the tokens per parameters of u of your model. But in a we didn't know like how much you would allocate.”
AI for Mental Health: Crisis Text Line and Databricks

Databricks · Aug 04, 2026

Crisis Text Line uses Databricks to analyze 1.6 million annual mental health crisis conversations safely

“Databricks platform allows us to work with this data safely and be confident that privacy is ensured.”
Quoting Steve Yegge

Simon Willison · Aug 04, 2026

Opus 4.7 behavioral regression destroyed Steve Yegge's Gas Town coding agent project

“With 4.7 we saw the introduction of the "just two more things" tic, which prevented Opus from ever converging on being ready to do real work—it always wanted to fiddle with Gas Town itself.”
Don't be a meat proxy

Simon Willison · Aug 03, 2026

New term 'meat proxy' describes people who blindly relay AI output without validation

“By all means, prompt AI. But don't just relay the output. Read it, understand it, validate it, and then write a response in your own words (a decent certificate that you've done the prior steps). Making that effort is value you can add.”
Apple is getting this wrong

OpenAI · OpenAI Blog · Aug 03, 2026

OpenAI publicly calls Apple's lawsuit baseless and releases internal documentation to rebut claims