Cloudflare used X on March 9, 2026 to launch an open beta of its Web and API Vulnerability Scanner for API Shield customers. The company says the product uses AI-built API call graphs to actively test BOLA and other logic flaws that standard defensive tools often miss.
A Show HN launch frames DenchClaw as a local OpenClaw profile with a CRM UI, DuckDB-backed storage, and browser-driven imports from tools such as HubSpot and Notion.
A high-signal Hacker News thread surfaced an essay arguing that AI-assisted clean-room rewrites may be legal without being socially legitimate, using the chardet 7.0 relicensing fight as the case study.
Anthropic published a March 5 research paper proposing 'observed exposure,' a metric that combines theoretical LLM capability with real-world Claude usage. The study finds little evidence of rising unemployment in the most exposed occupations so far, but says projected job growth is weaker and hiring for younger workers may be slowing.
Runway introduced Characters on March 9, 2026, a real-time video agent API built on GWM-1. The company says developers can create and control custom conversational avatars from a single image without fine-tuning.
OpenAI announced on X that Codex Security has entered research preview. The company positions it as an application security agent that can detect, validate, and patch complex vulnerabilities with more context and less noise.
OpenAI said on X on March 9 that it plans to acquire Promptfoo, an AI security platform, and keep the project open source. The deal strengthens OpenAI Frontier’s agentic testing and evaluation stack.
Highlighted in r/MachineLearning, VeridisQuo fuses an EfficientNet-B4 spatial stream with FFT and DCT frequency features, then uses GradCAM remapping to show which facial regions triggered a deepfake prediction.
Meta said its long-term AMD agreement will provide up to 6GW of AMD Instinct GPU capacity for AI infrastructure. First shipments are planned for the second half of 2026 on Helios rack-scale systems.
Microsoft announced Frontier Suite on March 9, 2026, bundling Microsoft 365 Copilot, Agent 365, and security controls into a $99-per-user offer. The company also set Agent 365 GA for May 1 at $15 per user and expanded Claude/OpenAI model access in Copilot.
Anthropic put Claude Code Security into limited research preview for Enterprise and Team customers. The tool reasons over whole codebases, ranks severity and confidence, and proposes patches for human review.
OpenAI announced $110B in new investment on February 27, 2026, alongside Amazon and NVIDIA partnerships aimed at compute scale. The company tied the move to 900M weekly ChatGPT users, 9M paying business users, and rising Codex demand.