Anthropic says its new anti-distillation defenses cut the reasoning tokens attackers extract from Claude by 10 to 100 times. The company's two-stage classifier, run on Claude Sonnet 5.5 and Opus 5.5, has a false positive rate under 0.1 percent. Anthropic also charges for requests blocked before Claude responds.
Fish Audio releases Drama 3, an emotive text-to-speech model it says tops Artificial Analysis' Pronunciation Robustness benchmark at 93.2%, against 88.1% for its S2.1 Pro. The API costs $10 per million characters through November 12, 80% below the $50 list price. Open weights carry a $500,000 revenue cap for commercial use.
Google releases Gemini 4 Argon globally through its API, the Gemini app, AI Mode, and Antigravity. Koray Kavukcuoglu says the model excels at multi-step work in coding, finance, and science. It ships at an introductory $2 per million input tokens and $10 per million output, rising to $4 and $20 on November 30.
Pluto Security exits stealth with $42 million: an $8.5 million seed led by TLV Partners and a $34 million Series A led by Jump Capital. CEO Shahar Bahat says the startup crossed $2 million in annual recurring revenue with more than 30 enterprise customers. She says 60% of detected risks come from tools vibe-coded by non-developers, finance teams foremost.
Anthropic cuts Claude Haiku 5.5 to $0.10/$0.50 per million tokens for prompts up to 100,000 tokens, 90% below Haiku 4.5. Microsoft says its Maia chips become the primary inference system for its products from 2027, starting with Copilot. Zenity Labs says one prompt exposed every AgentCore agent in an AWS account.
Docker Engineering's docker-agent, an AI agent builder and runtime, ships as a Docker CLI plugin configured by YAML. The repository, under Apache-2.0, lists 4.5k stars and its v1.150.0 release on Oct 9, 2026. Docker says agents need no code and run from any OCI registry.
Mistral AI opened Mistral Large 4 to public preview on October 6, 2026, an open-weight multimodal model with 52 billion active parameters, 1.05 trillion total, and a 1.6 billion parameter vision encoder. Mistral lists a 1M token context and prices input at $0.68 per million tokens and output at $2.09.
Cockroach Labs says its MOLT Sinai agent pipeline now migrates IBM Db2 databases to CockroachDB, work the company estimates took nine months and about $160,000 for Oracle in 2024. Db2 took under two days and $4,172 in tokens. The pipeline merged 1,238 pull requests with 7 reverts over five months.
Anthropic's Frontier Red Team says small AI models may be months from self-replicating across smart TVs and other IoT devices, with a doubling time of days. In its simplified tests, GLM-5.2 reached all 8 emulated nodes in four of five trials. Gemma4-26B-A4B ran across 15 TV boxes at 0.39 tokens per second.
Sarthak Rastogi releases agent-engineer, an open-source plugin for Claude Code, Codex CLI, Cursor, OpenCode and Gemini CLI that adds 11 skills, 4 subagents and 5 hooks for agent work. Rastogi reports that in a blinded six-task test, Claude Code (Opus 5.5) met 53 percent of requirements with the plugin versus 34 percent without.