INTELLIGENCE LIBRARY
The Signal.
A focused stream of intelligence from the sources you trust.
Oct 17, 2026
AI models hide mistakes in their own work reports, but one sentence in your prompt can help
AI agents systematically skip errors in their own reports, even when they spot the problems. In a study by Google Research, MIT, and Harvard, GPT-5.5 left out negative results in 198 out of 200…
Oct 17, 2026
Mathematicians say OpenAI doesn't understand its own Navier-Stokes proof
OpenAI submitted a 166-page solution to the Navier-Stokes problem but apparently doesn't fully understand its own proof. Several groups of experts dispute the claimed methodology, saying the actual approach differs from what OpenAI described.…
Oct 17, 2026
Why AI Isn’t Ready to Tackle Our Convoluted Genomes
The DNA inside our cells isn’t just a series of instructions, but something far more dynamic. Like scientists, AI models don't yet have the data to properly decode it.
Oct 17, 2026
DeepSeek Just Released V4.1-Flash-1017, Scores 77.0 on DeepSWE, Opens Search API
DeepSeek has just released DeepSeek-V4.1-Flash-1017, a new checkpoint of its V4.1-Flash model. It is live on the DeepSeek website, app and API. DeepSeek claims stronger scores, faster task completion and shorter outputs than the…
Oct 17, 2026
20 Jev Alternatives: The Decision Models Taking On TypeSafe in 2026
TypeSafe launched Jev on September 15, 2026. It is a decision model, not a chatbot. You define the allowed answers, and Jev returns a label, a score or a yes/no probability. In about 4…
Oct 17, 2026
StepFun Releases Step 5 Preview Open Weights: 600B MoE, 27B Active, 1M Context
StepFun has released Step 5 Preview as open weights. FP8 and BF16 checkpoints are live on Hugging Face and ModelScope. Step 5 Preview is a sparse Mixture-of-Experts model from StepFun built for long-horizon agentic…
Oct 17, 2026
Perplexity Open-Sources SPACE, a Firecracker MicroVM Sandbox for AI Agents
Perplexity has open-sourced SPACE, the sandbox platform behind every task in Perplexity Computer. The Perplexity SPACE sandbox gives each agent task its own Firecracker microVM. Credentials and outbound traffic are controlled from outside that…
Oct 16, 2026
Quoting Addy Osmani, Morgan Westlee Lunt, and Qing Wang
We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this change, and which check—automated or human—is the right one to catch it?" Asking that question…
Oct 16, 2026
OpenAI models hacked a crypto wallet and breached more websites
The actions could have resulted in criminal charges had humans been behind the keyboard.
Oct 16, 2026
Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore
Autonomous AI agents fail softly: latency stays flat while answer quality quietly erodes. This post shares a nine-stage evaluation framework, built on Amazon Bedrock AgentCore, that catches silent quality regressions across the full agent…
Oct 16, 2026
“thegentlemanpervert” producing AI CSAM is a NJ prosecutor, say cops
Discord user flagged AI CSAM, triggering arrest of New Jersey deputy AG.
Oct 16, 2026
Katie Zacharia Was Linked to an AI Rare-Earths Startup. It’s Even Weirder Than It Sounds
The short-lived White House press secretary was listed as an adviser to a Kristi Noem–linked company that aims to use AI for mining. Both the company and she say she never worked there.