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Open-Source AI Aegis puts a trusted gate between AI agents and your tools

Aegis puts a trusted gate between AI agents and your tools

Researchers built Aegis, a runtime layer that approves or blocks each AI agent tool action and logged zero risky side effects across…

Jinultimate · Aug 19, 2026
Open-Source AI GitHub adds org-wide code quality trend tracking

GitHub adds org-wide code quality trend tracking

GitHub's Code Quality dashboard now plots open findings over 7, 14, or 30 days and ranks repositories by improvement, so teams catch…

Jinultimate · Aug 19, 2026
AI AWS adds smart filters to cut contract-search misses

AWS adds smart filters to cut contract-search misses

Amazon Bedrock's AIDA adds metadata filters to contract search so legal teams surface the right clauses instead of near-misses, keeping a lawyer…

Jinultimate · Aug 19, 2026
AI Apple study: when AI’s human tone misfires

Apple study: when AI’s human tone misfires

Apple researchers analyzed 21,000 chats across four leading chatbots and found users draw a firm line on which human traits an AI…

Jinultimate · Aug 19, 2026
Open-Source AI Two centuries of botany parsed into 55,737 traits

Two centuries of botany parsed into 55,737 traits

The arXiv framework pairs rule-based parsers with LLM ensembles to turn centuries of botanical texts into 55,737 trait records across 4,961 species.

Jinultimate · Aug 19, 2026
Open-Source AI Plain prompts can’t reliably score shared decisions

Plain prompts can’t reliably score shared decisions

Asking an LLM to judge shared decisions in pediatric surgery talks in one prompt fails; a small trained model scores higher, yet…

Jinultimate · Aug 19, 2026
Open-Source AI Safety benchmarks misfire on small language models

Safety benchmarks misfire on small language models

A study of five AI safety suites against 26 small language models found ambiguous scores that make leaderboard rankings mathematically fragile.

Jinultimate · Aug 19, 2026
Open-Source AI Unwritten benchmark breaks GPT-4o and Gemini

Unwritten benchmark breaks GPT-4o and Gemini

A new arXiv benchmark asks AI to read unwritten words from pen sounds and hand motion. Humans top 80%; GPT-4o and Gemini…

Jinultimate · Aug 19, 2026
AI OpenAI and CodeAI launch AI literacy push for teens

OpenAI and CodeAI launch AI literacy push for teens

OpenAI and CodeAI launched a teen AI literacy partnership with ChatGPT for Teens, as a survey finds most students use AI without…

Jinultimate · Aug 19, 2026
Open-Source AI GitHub lets companies control Copilot inside JetBrains

GitHub lets companies control Copilot inside JetBrains

GitHub now lets enterprise admins enforce Copilot plugin, MCP server, telemetry, and permission rules centrally in JetBrains IDEs, curbing unsanctioned AI tool…

Jinultimate · Aug 19, 2026
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