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379 postsAI Agents in Production: Why 88% of Enterprise Pilots Fail
Why 88% of enterprise AI agent pilots stall before production, and the isolation, identity, secrets, and audit controls the successful 12% use.
Over 30% of new arXiv papers now read as AI-written
A 12,750-paper arXiv study finds ~32% of new submissions score as AI-written, using a false-positive-calibrated detector and detailed field breakdowns.
Principia Artificialis: A Rigorous Math Foundation for AI Research
One human and six AI systems co-author an open, reproducible research program on the mathematical foundations of AI, with verified code and kept refutations.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comActionRail: Runtime Value Grounding for AI Agent Tool Calls
ActionRail is an open-source runtime that verifies AI agent tool call arguments against live data before execution, blocking value-poisoning attacks.
Former Riot/Respawn designer publishes field manual on game systems
A veteran Riot/Respawn designer argues game systems, not patch notes, reveal what a studio truly values—with case studies from League and Apex.
Speculative Decoding: The Free Speedup Most Local LLM Setups Skip
Speculative decoding speeds up local LLM inference 1.5-2.5x with identical output; 2026 saw it built into models via multi-token prediction.
GFQL runs Cypher on Polars, no graph database required
GFQL brings Cypher graph queries to Polars on CPU and GPU with no graph database, beating Neo4j and Memgraph by up to 85x on LDBC benchmarks.
pixtuoid: AI coding agents get a pixel-art office in your terminal
pixtuoid renders AI coding agents like Claude Code and Codex CLI as animated pixel-art characters in a live terminal office dashboard.
Phantom: Faster Network Simulation via Linux Process Co-Option
Phantom runs unmodified apps as Linux processes for network simulation, beating Shadow, NS-3, and gRaIL in large-scale benchmarks.
AMD Epyc 9996 'Venice': 256-core Zen 6 chip claims 3.4x lead over Xeon
AMD's 256-core Epyc 9996 Venice Zen 6 chip claims up to 3.4x throughput over Intel Xeon 6980P and 2.2x over Nvidia Vera in early benchmarks.