Tested on M4 Mac mini: Gemini 4 Argon availability in AGY, pricing comparison, and CLI benchmark runs between GPT-6.1 Sol, Claude Opus 5.5, and Gemini 3.8 Flash.
Vals AI reported that Claude Fable 5.1 cracked Urquhart's 370-year-old Cyphral Distich. However, primary 1653 texts show the cipher is missing and extraction is impossible.
MHS is Anthropic's driver standard for agents running lab hardware. What it standardizes, where MCP sits underneath, and the numbers QuEra, CMU and Genentech reported.
Verified in SymPy: the 3-variable map from Alpöge's post has constant Jacobian determinant −2 yet sends three points to (−1/4, 0, 0). What changes for n ≥ 3 and what stays open.
Swap 'spider' for 'ant' in Claude's mid-layers and 8 legs becomes 6. Anthropic's global workspace paper, the J-lens readout, eval-awareness detection, and its limits.
Three LLMs converted the same 10 Japanese scene briefs into Anima (Qwen-DiT) prompts, generated as 60 fixed-seed images on an M1 Max with a merged 3-character LoRA. The Qwen-to-Qwen affinity hypothesis did not survive; a strict formatter brief with character-count locks is what actually moved the results, and two failure modes survive any prompt.
Anthropic disabled Fable 5 and Mythos 5 for all customers on June 12, 2026. US export controls, foreign-national employees, AI Safety gaps, Microsoft limits, and the shaky Opus 4.8 fallback.
Claude's new Microsoft Purview connector surfaces ~30 audit event types and on-demand chat/file access — but not prompts, model names, or tool calls. Claude Code goes through OpenTelemetry separately. Enterprise plan only; Team and consumer plans excluded.
Tested Orbis in Docker: psf/requests (35 modules) makes a clean 3D graph, expressjs/express (98 modules) collapses into one giant sphere. Notes on what tree-sitter actually captures for code-review prep.
uv 0.9.21 as the entry for small Claude SDK Python experiments: uv init, uv add, uv run, uv.lock keep agent projects reproducible across machines and Codex/Claude Code sessions. Operational notes, not a benchmark of the DEV article's uv 0.11.11.
Anthropic Labs released Claude Design on April 17, 2026 — a new design product that reads your codebase and existing design files to generate prototypes, slides, and landing pages. Here is a feature comparison with Figma and Canva, and a scenario-by-scenario guide to which tool to open when.
