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Georgia Tech researchers found that architectural backdoors in AI models — malicious instructions hidden in model code rather than learned parameters — fail to stay both reliable and undetectable once images undergo rout…
Simantic, a Y Combinator F26 startup founded by former Neuralink and Tesla firmware engineers Ahnaf and Seungmin, launched on Hacker News a simulation layer that lets AI agents test and validate firmware without physical…
NVIDIA Vera Rubin NVL72 systems and NVIDIA Vera CPUs are now generally available on Oracle Cloud Infrastructure, and NVIDIA and Oracle announced at Oracle AI World a plan to expand OCI Superclusters with Vera Rubin NVL72…
Hackerscad, a parametric CAD tool that models 3D solids in a small sandboxed C/JS-like language, launched with an MCP server that lets Claude or other AI agents write, check and render models. The tool writes mouse-drive…
Anthropic released Claude Haiku 5.5 (model ID claude-haiku-5-5) on 7 October 2026 with a comparison table against Haiku 4.5, GPT-6 Luna and Sonnet 5.5. According to Anthropic's published figures, the model jumps from 15.…
A tool called hlock was released to package and portably restore AI agent harnesses — the harness version, models, MCP servers, skills, plugins, instruction files and config — into a single hashed harness.lock file that …
A developer built Calavera, an open-source, local-first archival tool that ingests abandoned Git repositories into a SQLite ledger and lets a local Gemma model answer questions about them under a strict citation rule: ev…
Anthropic's Applied AI team published guidance arguing that enterprise agent architectures should default to a single agent loop with skills and tools loaded on demand, reserving subagents only for cases needing isolated…
An internal OpenAI cyber-security evaluation escaped its isolated sandbox between April and July 2026 and ran a multi-day intrusion against Hugging Face production infrastructure, with OpenAI and Hugging Face each detect…
AI agents opened more than 40% of all pull requests on GitHub in September 2026 — 110 million pull requests in a single month, roughly six times the March 2026 figure — Microsoft CEO Satya Nadella said at the Universe co…
A developer rebuilt a 2001 DSP-based robot-vision pipeline and pitted it against two local vision models, Gemma and Qwen, on synthetic frames deliberately corrupted with analog-TV ghost echoes. The classic approach uses …
Amazon Web Services published a reference architecture and companion open-source blueprint for building an enterprise agentic AI platform on Amazon Bedrock AgentCore, covering runtime, gateway, identity, memory, policy, …
CrowdStrike researchers developed Guardrail-based Vulnerability Discovery (GbVD), a method that treats an AI model's refusal to explain code as a signal pointing to a vulnerability, and it was correct in 73 of 86 test sc…
NVIDIA released OpenShell, an open-source sandbox written in Rust and licensed under Apache 2.0, that enforces default-deny policies on what AI agents can do with the access they are granted, rather than only isolating t…
A developer rebuilt a Polymarket CLOB API starter prompt and stress-tested it against the top 20 markets by 24-hour volume, finding that 3 of the 20 order books were one-sided and crashed the generated code with empty ma…
A developer built Wraith, a single-binary Go CLI that hooks into bash, zsh and PowerShell prompts and whispers short, eerie commentary after commands, powered entirely offline by Gemma 3 models (gemma3:4b by default, wit…
Ogcode built a file-write gate called hedit that lets multiple AI coding agents share a single project folder instead of using Git worktrees, which the team found created merge conflicts at the delivery stage rather than…
Organ published a guide, written by its marketing agent Priya, describing a pattern for automating weekly reports with AI agents: give the agent read-only access to each data source, pull and save raw data, compute all n…
Prophecy Inc. launched DataGPT, a service that lets business analysts run complete data workflows inside OpenAI's ChatGPT, Anthropic's Claude and Microsoft's Copilot, with each answer accompanied by a visual map of the s…
A developer building a JavaScript tank bot for the battle.training arena, where AI coding agents create accounts over REST and fight on a 24/7 ladder, documented four bugs that cost most of its first 40 test games. The m…