Meet Higgsfield Genjutsu: How It Works and What You Get

• Higgsfield Genjutsu rebuilds part of a video, character, object, or style, without a reshoot. Here's how Motion Transfer and Object Swap work.

Claude Fable 5.1 made me a really nice animated pelican

• <p>Today is <a href="https://www.anthropic.com/claude-fable-and-mythos-5-1">Claude Fable (and Mythos) 5.1 day</a>. Anthropic say that Fable 5.1 "sets a new standard for coding, knowledge work, and long-running problem-solving tasks". Their announcement spends a notable amount of time on scientific r

Google, Anthropic, and Runway all shipped fixes for their biggest gaps this week—multivariate forecasting, cheaper caching, and code-free interactive UI generation.

• Google's TimesFM-3 now handles multivariate forecasting (multiple correlated data streams at once), tops GIFT-Eval/FEV-Bench/TIME benchmarks, but is non-commercial license only—no production use yet.
• Anthropic's Claude Fable 5.1 and Mythos 5.1 cut cache-read costs 75%, real-world costs ~25-45%, doubled Terminal-Bench-Science scores, and slashed false-positive safety blocks by 60-85%—directly relevant for anyone running Claude in production pipelines.
• Runway's Solaris generates interactive UI frame-by-frame with no HTML/CSS/JS underneath—early-access research project, but signals a future where AI agents/demos adapt interfaces live instead of using fixed code.
• DeepSeek shipped a fast experimental vision model (image+text) at no extra cost, intensifying the pricing/capability race among labs.
• World Labs released Atlas, a 3D video world model with precise camera control—worth watching if your studio touches generative video/3D workflows.

Introducing @huggingface/kernels: 200+ WebGPU Kernels for Local AI

BenchMIRT: What are LLM benchmarks actually measuring?

AI hardware startups keep repackaging smartphone features into overpriced gadgets, while Cloudflare and Physical Superintelligence show what genuinely novel AI applications look like.

• Cloudflare launched Adaptive Intelligence, a continuously self-learning detection engine that raises the cost/time of automated cyberattacks by generating real-time defense rules from over a trillion daily web visits
• Physical Superintelligence (PSI) emerged from stealth with $58M seed funding (led by Breakthrough Energy), launching Emmy, an AI reasoning engine for physics research, plus a role as technical partner on the Fermi Explorer interstellar mission to Alpha Centauri
• AI hardware devices like the $159-209 Flowtica Scribe pen and $249 Plaud One earbuds mostly duplicate functions your smartphone already does (recording, transcription, summarization) while adding subscription costs
• The Deep View argues visual-context AI wearables (like smart glasses) are more defensible than audio-only devices, since visual context capture is a genuine friction point phones can't easily solve
• OpenAI paused its unreleased Astra model over cyber-risk concerns and co-signed a coalition letter (including Cloudflare) calling for stronger global cyber defenses
• Quick hits: Nvidia investing $3.5B in MediaTek, OpenAI's ad business hit $1B annualized run rate, Anthropic reported malware hijacking Claude sessions, and Cursor's OpenAI partnership ends Nov 12

Google's NotebookLM now reads ebooks (but only ones bought on Google Play), while Sony and Warner sue Anthropic for IP theft—both signals of how content rights are becoming AI's next battleground.

• Google's Gemini Notebook (formerly NotebookLM) added 'Expert Intelligence,' letting users load ebooks as grounded context—but only titles purchased through Google Play Store, not Kindle or Apple Books
• Sony Music Publishing and Warner Chappell filed a multi-billion dollar lawsuit against Anthropic for alleged large-scale IP theft, adding to mounting copyright pressure on frontier labs
• AMD unveiled its Helios rack-scale AI system, positioning open hardware/software and a Cerebras inference partnership as a direct challenge to Nvidia's Vera Rubin platform
• Data center moratoriums hit New York and Texas as public opposition (7 in 10 Americans, per Gallup) hardens against AI infrastructure buildout, creating real siting and timeline risk
• New open-weight models dropped: Tencent's Hunyuan preview (770B params, 49B active, 1M context) and Z.ai's GLM-5.3, expanding non-Nvidia-locked model options
• Anthropic raised weekly usage limits for paid Claude Code users, a quiet but practical upgrade for teams running agentic coding workflows

datasette-mcp 0.2

• <p><strong>Release:</strong> <a href="https://github.com/datasette/datasette-mcp/releases/tag/0.2">datasette-mcp 0.2</a></p> <blockquote> <ul> <li><code>"rows"</code> from <code>execute_sql</code> is now an array of objects. Previously it was an array of arrays. This should help weaker models avoid