AI News
FCA Wants AI Failures and Near-Misses Added to Incident Reporting
October 20, 2026
The FCA says its major incident reporting rules must extend to significant AI failures and near-misses. The real fight will be over what counts as a near-miss.
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Structured Authority Injection Wants Human Overrides to Stick in LLM Agents
October 19, 2026
A new arXiv paper proposes routing human corrections to LLM agents through typed, schema-validated MCP directives. The authors tested nine LLMs, and say the benefit varies by model.
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Reflection’s Beam-1.0 Puts a 501B Open-Weight MoE Model Under Apache 2.0
October 18, 2026
Reflection’s first open-weight model family arrives with 501.3B total parameters, 23.4B active, a 1M-token window and an Apache 2.0 license. The benchmark numbers are the lab’s own.
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Guides
Cross-Post 5 Platforms in 15 Minutes: The Typefully Workflow
May 22, 2026
Native posting across 5 platforms = 60 minutes. Typefully cross-posting = 15. The 6-step workflow that saves 20 hours/month, and the 4 common mistakes to skip.
