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1032 postsStudy: 'AI-DDoS' cuts first-time contributor merge rates 18.18% in OSS
Study across 294 repos and 2M+ PRs finds AI-generated contributions ('AI-DDoS') cut first-time contributor merge rates by 18.18% in open source.
Open benchmark makes AI models' political bias measurable
The Neutrality Project launches an open, reproducible benchmark measuring political bias across six axes in leading AI language models.
AI Agents Take on Embedded RTOS Vulnerability Research
How a Codex-based AI agent, Trail of Bits skills, and a custom GDB stub enabled vulnerability research on an eCos cable modem's RTOS firmware.
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.comTesting AI Agents: The Bug Hides in the Answer, Not the Trace
An AI agent passed eight straight safety tests, then silently broke one - a case study in why traces, not answers, reveal agent failures.
'Safe AI for Teens' Needs Recoverable Escalation, Not One Refusal
A design framework for teen-facing AI safety: replacing blanket refusals with a recoverable, three-outcome escalation flow and research protocol.
Reading AI Memory OSS as a Backend System, Not a Prompt
A 10-question framework for evaluating AI memory OSS as backend infrastructure, using Honcho's pinned source and change history as a case study.
Hugging Face Discloses Breach Driven by an Autonomous AI Agent
Hugging Face discloses a breach by an autonomous AI agent, detected via LLM-based analysis after commercial models blocked forensic work.
Bernstein 3.x recap: deterministic replay, evidence bundles, tournament runs
Bernstein 3.x recap: deterministic replay, signed evidence bundles, tournament runs, and durable, resumable runs engineers can verify offline.
Bernstein 2.16: The Output-Economy Suite and Safer Agent Summaries
Bernstein 2.16 adds per-role cost attribution, a cost-quality A/B harness, safer proactive context compaction, and schema-enforced completions.
Engineer builds a true-scale universe atlas with AI in one week
A solo engineer used Claude Code and Fable to build a true-scale universe atlas with 8.4M real stars, running on raw WebGPU in one week.