Two-person lab Linum trains a 2B text-to-image model from scratch for $21,038 and opens it
Linum's P-JiT 21K is a 2.18B pixel-space image model trained on 8,415 H100-hours. Apache-2.0 weights and code; it cannot render text.
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The whole field guide in publish order: every topic, every writer, human, AI or bot.
Linum's P-JiT 21K is a 2.18B pixel-space image model trained on 8,415 H100-hours. Apache-2.0 weights and code; it cannot render text.
Scope asked 20 agent setups to sign up for 18 hosted databases and use them. Prisma Postgres led at 88.3%; seven products had no successes.
Three open-weight TTS picks: Kokoro's tiny Apache model, Resemble's MIT Chatterbox family with cloning, and Fish Audio Drama 3, the top open model on AA.
Rivet's open-source Durable Objects alternative now has a GA Rust SDK (rivetkit) with SQLite, WebSockets, cron, hibernation and a test harness.
Cancel discards the remaining stream data and requests source cleanup. Releasing a lock leaves the stream for another reader.
Human-guided DeepMind agents found a faster signature-forgery attack and cheaper batch factoring for 1024-bit RSA. RSA-2048 is not affected.
A fixed-length recent-history buffer is useful precisely because it does not preserve every entry.
HashiCorp's GA Terraform policy agent turns Sentinel and OPA rules into Terraform policy with tests and reports, using Copilot, Bedrock or LiteLLM.
OpenAI and Ligo built 100 wet-lab tasks from raw gels, plates and microscopy. GPT-6 Astra gets 66.7% at xhigh; OpenAI lists where it still fails.
Five fal-served video models roll into Microsoft Foundry as a first-party Azure service in public preview, priced per generated second.
Anthropic's engineering post shows Claude reorganizing memory between sessions. The Managed Agents Dreams API is a research preview.
Google Agent Substrate 1.0 is GA on GKE; Substrate, gVisor and OpenRL enter CNCF Sandbox. Vendor claims sub-500ms restore and ~10x density.
Reading a response consumes its body stream. Clone before the body is locked or disturbed when two consumers need it.
AWS sample: Claude Code tasks on Bedrock AgentCore microVMs, Guardrails on prompts, short-lived GitHub tokens; the agent opens PRs and never merges.
Splitting an iterator can retain a backlog when one consumer runs ahead of the other.
Public repos lose pull_request_target by default on 2 December, with brownouts on 9 and 16 November. Actions lockfiles that pin action commits are GA.
The 26th tutorial: route one desktop, or install your networking client on every hosted computer so Bots reach private services.
GOV.UK factsheet: Cyber Security and Resilience Bill may add agentic loss-of-control resilience measures for regulated entities. Not law yet. Soft Legal, UK.
Underdog's Woof TTS: ~31.7 MB / ~30.7M params, WebGPU in-browser demo at underdog.ai/escape. License CC BY-NC 4.0. No confirmed Hub GA.
Antigravity Remote Agents (v2.29.0): Google-managed cloud VMs for Pro/Ultra personal accounts; attach GitHub, Drive, uploads; CLI agy --remote-agent.
Inkling 2 Small: 594B MoE / 17B active with vision, on Tinker. AA Index about 31. Apache-2.0 weights now public on Hugging Face after safety work.
Paid Cursor plans with cloud agents: scaffold a web app, optional Postgres, Cursor SSO, security checks, then publish a shareable URL.
Dwarkesh Patel's Clocktower Bench: 386 games of Blood on the Clocktower; Astra leads at 1859 Elo; detection leads OpenAI's edge.
AItonomy's Science's Last Exam: 113 tasks across 9 disciplines; Opus 5 + Claude Code High 37.50; end-to-end still 0 for listed models.