François Chollet et al. publish new benchmark ARC-AGI-3. As of March 2026, all Frontier LLMs have achieved less than 1% of the interactive task of autonomously exploring an unknown environment with an unknown goal.
Hypura breaks away from llama.cpp’s mmap design and streams even dense models with a three-tier NVMe placement, while TurboQuant eliminates quantization-constant overhead via a polar-coordinate transform. Includes a design comparison with Flash‑MoE and a review of scenarios where KV‑cache compression actually helps.
LiteLLM 1.82.7 and 1.82.8 were poisoned on PyPI for about 46 minutes. TeamPCP stole a PyPI token through Trivy's CI/CD and injected malware that collects more than 50 credential types, including SSH keys, AWS, Kubernetes, and Docker secrets.
AWS releases "Agent Plugins for AWS" for Claude Code/Cursor, automating everything from infrastructure design to deployment. On the same day, GitHub added AI vulnerability detection to Code Security to supplement Shell, Dockerfile, Terraform, and PHP, which are not compatible with CodeQL.
GPT-5.4 Pro became the first model to solve a researcher-level open problem in FrontierMath, a benchmark managed by Epoch AI. Claude Opus 4.6 and Gemini 3.1 Pro later solved it as well.
Changes from v1 to v2 of Kana Chat, an AI agent built around official CLI wrappers. Covers dual-model router, Heartbeat memory, planner mode, image input, speech transcription, PWA push notifications, and the lessons learned from a month of daily use.
The Cosmos 2.5 series world model announced by NVIDIA at GTC 2026 is mainly for industrial use, but it has reached the stage where the 2B parameter model can be run on the Jetson Orin Nano, which costs less than $500. We have organized the edge deployment of physical AI, from industrial robots to pet robots.
Composio publishes security analysis of OpenClaw. Approximately 7.1% of SkillHub-distributed skills were found to have critical vulnerabilities, leaving over 30,000 instances exposed to the internet in the early stages at risk of prompt injection and credential theft.
Flash-MoE is a C/Metal inference engine that runs Qwen3.5-397B-A17B on a MacBook Pro M3 Max at 4.36 tokens/s. With expert streaming from SSD and hand-written Metal shaders, it fits the 209GB model into a 48GB memory budget.
A CVSS 10.0 authentication bypass vulnerability CVE-2025-32975 was discovered in Quest KACE SMA, and active attack activity was confirmed starting the week of March 9, 2026. The patch was released in May 2025, but systems that have not been patched are being targeted for attacks.
The three-stage pipeline of BERT perplexity scan → LLM judgment → escalation packaged as a cross-platform Python tool. The installer automatically downloads llama-server and GGUF models.
blitzdotdev/blitz-mac is a native macOS app that lets an AI agent handle everything from simulator management to DB operations to App Store Connect submission. Integrates with Claude Code via MCP to automate the entire iOS app development lifecycle.
