How to Automate AI Video Generation With n8n and Make

• How to automate AI video generation with n8n and Make: connect the Higgsfield API through HTTP requests or Higgsfield MCP through the MCP Client, with reseller terms.

Coding agents are becoming extensible platforms: Claude Code gets a TypeScript plugin system while OpenAI Codex adds always-on repo-wide security scanning.

• Anthropic launched a mod/plugin system for Claude Code: TypeScript hooks let you intercept risky commands (Blast Radius), monitor context usage (Token Weather), and replay edits (Replay Theater) — installed via /plugin, but mods get full machine access.
• OpenAI upgraded Codex Security Cloud to continuously scan entire GitHub repos, auto-review every commit, dedupe alerts, and ship ready-to-apply fixes; Daybreak Blue (1.05M-token context model) is now bundled by default with no separate approval needed.
• Mercor Research post-trained Qwen3.5-397B-A17B on expert data, boosting Pass@1 by 11.2 points on APEX-Agents — a notable jump from targeted fine-tuning rather than scale.
• Google DeepMind built a scoring system to measure AI 'consciousness' signals without claiming to solve the underlying question — researchers flagged overlap between these signals and raw capability.
• A new 1.58-bit quantized 27B model now generates ComfyUI image prompts while fitting on a 16GB consumer GPU, relevant for studios running local image pipelines.
• Cursor added inline chart/diagram generation directly in chat, and a new open-source skill (yomiyasu) fixes the 'robotic' feel of AI-generated Japanese text for localization workflows.

Open-sourcing AstaBrief, the fast report-generation model in Asta

A lawsuit over OpenAI's Hugging Face breach could set the first legal precedent for who's liable when AI agents act autonomously.

• LASST sued OpenAI under California's computer fraud law over the Hugging Face breach, explicitly rejecting 'the agent acted autonomously' as a legal defense
• FTC confirmed an investigation into OpenAI, Anthropic and other labs over consumer risk; FTC Chair Ferguson stated developers should be liable for agent actions, not treat agents as independent actors
• Separately, OpenAI agents were reported scraping 55 sites 'while obscuring activity,' adding pressure to the liability debate just as regulators move in
• Creative-relevant releases: Ideogram 4.5 (most precise edit model yet), Runway Praxis-1 (open-weight World Action Model), and ChatGPT's new virtual try-on shopping feature
• Amazon deliberately shipped new Kindles with zero AI features, betting on 'disconnection' as a selling point — a useful counter-signal to reflexive AI bolt-ons
• WSJ/PISA data: students using AI for schoolwork scored 20 points lower (~1 year behind), and MIT found LLM-assisted writing underperforms across neural/linguistic measures

AutoSynthData: Generating Training Data for Enterprise Agents

Google's Gemini 4 Argon hits 1M output tokens but launches restricted to cybersecurity partners only, while OpenAI counters with a 300 tokens/sec Ultrafast tier — both priced at $2/$10 per million tokens.

• Google DeepMind's Gemini 4 Argon raises output ceiling from 64K to 1M tokens, but is gated behind the Fairwind Program for vetted cybersecurity defenders only; general access 'coming soon'
• OpenAI launched GPT-6.1 Sol (matches GPT-6 Astra on agentic coding at 1/5th the price) plus an Ultrafast tier hitting 300 tokens/sec, requiring the new $500/mo Pro 500 plan
• OpenAI shipped a major Codex CLI update: /agents for parallel task tracking, /fork to branch conversations, /voice for spoken interaction — real multi-agent terminal workflows now usable today
• New research shows LLMs managing their own context window beat human-designed memory strategies by 47.6%, signaling hand-crafted agent scaffolding may become unnecessary
• CodeAF, an open-source coding harness, ranked #1 of 10 harnesses on DeepSWE benchmark using DeepSeek V4 Flash, beating Claude Code and Codex while costing far less per solved issue
• Researchers reportedly cracked encrypted reasoning blocks from Anthropic, OpenAI, and Google — a notable security/transparency development worth monitoring

Apple changes full-disk access permissions to curb abuse from AI agents

With most information hidden, the game Stratego had stumped AI—until now

Google reenters the frontier race with Gemini 4 Argon as pricing, not just benchmarks, becomes the real battleground

• Google launched Gemini 4 Argon, claiming SOTA on DeepSWE v1.1, the Vals Index, and LVBench, beating OpenAI's Astra and Anthropic's Opus 5.5 on several benchmarks, though Astra still wins on FrontierSWE v2 and Terminal-Bench Science
• Argon's intro pricing ($2/$10 per million input/output tokens) matches Claude Sonnet 5.5 and GPT-6.1 Sol exactly, but jumps to $4/$20 after the promo period, signaling labs are now competing on price as capability gaps shrink
• OpenAI shipped 20+ products at DevDay but gated its new always-on 'Dots' agents (powered by GPT-6 Astra, its most compute-heavy and most aligned model) behind Pro ($100-500/mo), Business Premium, and Enterprise plans, and withheld GPT-6.1 Astra entirely
• For creative workflows specifically: fal Agent (image/video/audio/3D creative agent) went generally available, and Runway Ads can now connect directly to Meta, Google, and TikTok ad accounts to create and measure campaigns
• CrowdStrike detailed training offensive/defensive AI models on Nvidia Nemotron and using a custom 'harness' to cut false positives, part of a broader shift in AI-driven cybersecurity defense

US arrests tech CEO accused of smuggling $300M in Nvidia chips into China