Deep dives into artificial intelligence tools, practical guides, and expert perspectives on the technologies shaping tomorrow.
Anthropic's Sep 2026 threat report names seven Chinese labs in distillation attacks on Claude, from 151 million harvested exchanges to the Kenya takedown. Explained simply.
NVIDIA's OSMO is now free on GitHub. One YAML file runs robot training, simulation, and testing across any Kubernetes cluster. Here is how it works.
Akuity's Agentic Control Plane makes AI agents act under your identity, your permissions, and your audit log. The shadow-agent problem, explained simply.
n8n Assistant turns a plain-language goal into a standard n8n workflow you can edit. Here is who can use the preview, what Assistant credits cost and what still needs a human.
Prompt caching is the 2026 ops skill: keep a stable tools+system prefix, put dynamic turns last, and stop breaking hits with timestamps, tool shuffles, or mid-chat model swaps on Anthropic and OpenAI.
OpenAI put GPT-Live-1 in the API on Sep 10, 2026 - a full-duplex voice layer at $0.05/min billed per second. Covers architecture vs STT-LLM-TTS, backend pairing, free tier unsupported, and when to keep Vapi or LiveKit.
OpenAI's ChatGPT for Financial Services (Sep 10, 2026) adds hosted finance datasets, firm templates, and citations on ChatGPT Enterprise. See who inside IB/ER gets value, seat-mix rules, and how it forks from Claude for Financial Services and Copilot.
OpenAI Agents API public beta (Sep 10, 2026): sessions on /v1/agents/sessions, openai_hosted vs self_hosted, container rates, security defaults, and when to use ChatGPT Work or GPT-Live-1 instead.
DeepSeek upgraded deepseek-flash to V4.1-Flash-1017 on October 17, 2026 at unchanged prices, and deepseek-v4-pro still runs at Pro rates. Here is what to send, what it costs and what to do before October 31.
OpenAI launched ChatGPT Images 2.5 on Sep 8, 2026. What's new vs 2.0, how Sketch/templates/comments work, Flare vs Sunburst API choice, OpenAI-reported latency, and when to stay in ChatGPT vs call the API.
Plain-English guide to Anthropic CEO Dario Amodei's Sep 2026 Pace the Frontier essay: three-step plan, agent-incident timeline (confirmed vs reported), everyday user impact vs industry theater, practical agent safety checklist, and how to spot empty vs real safety commitments.
Gemini Notebook (formerly NotebookLM) keeps your answers tied to your class files, and ChatGPT tutors and quizzes you. Here is the five-step handoff, five prompts and a 7-day exam plan.
