Fetching from the wire…
Security2026-09-22 · source-backed
BAM recasts the problem as sequential communication with noiseless feedback, since sender and receiver both observe every generated token and can steer later embedding. Across three open-weight models it achieves 0 to 0.1% error on an 8-bit payload in about 50 tokens over 1,000 trials, against 10-17% for the strongest black-box baseline, with security established by cryptographic reduction. Monitoring agent-to-agent text for exfiltration stops working when the channel needs no shared weights or prompt. (arXiv 2609.24994)
Each link below shares sources, entities, or timing with this story.
After 20+ years maintaining Paint.NET, Rick Brewster concluded WINE's Direct2D would never be complete enough for what he needed, so the app now carries its own from-scratch reverse-engineered Direct2D implementation. He puts it at 180,000 lines against 700,000 for the rest of...
0.35 adds gpt-6-astra to the CLI's OpenAI provider, so llm -m gpt-6-astra works against the same logging, template and fragment machinery as every other model in the tool. For anyone scripting cross-model evals, that means a new frontier model needs zero new plumbing to enter...
Allen Bargi's August 15 post hit 302 points arguing that AI collaboration rewards context-sharing, examples, and feedback over precise instruction (Hacker News). The pushback holds that the piece conflates management with leadership. mikeocool calls it "the most low effort ver...
Satya Nadella said companies routing everything through a single proprietary lab may not survive. His argument: you hand that lab your most sensitive business context, and the lab can turn it against you as a competitor. His prescription is an orchestration layer — keep the ha...
Willison launched datasette-apps (0.1a2) on June 18, hosting self-contained HTML+JS apps in a sandboxed iframe that run SQL against your data, read-only by default. He frames it as "Claude Artifacts reimagined for Datasette," artifacts backed by a JSON API to a relational data...
His conclusion is DuckDB matches or beats SQLite's safety for untrusted queries, but only with enable_external_access=false, lock_configuration=true, and a watchdog thread, since DuckDB lacks SQLite's opcode-based query timeouts. He ships a safe_duckdb.py helper and a Datasett...
MindPattern daily
One email a day at 7 AM. Sources and a take on every story. Unsubscribe anytime.