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Anthropic Reports Results and Side Effects of Its Distillation Defenses - Pre-Output Refusals in bio, frontier_llm, and reasoning_extraction Are Billed
In a research post dated October 12, 2026, Anthropic said its distillation defenses cut the reasoning tokens distillers extract to between one-tenth and one-hundredth of earlier levels. As side effects, it acknowledged that some developers had to fix their integrations and that it charges for requests its classifiers block, including mistaken ones. Billing resumed on September 24: three categories are charged at normal rates even when refused before output.
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SpaceXSI Folds Grok, Cursor, and X Premium Into "The X Subscription" - New Cursor Plans Put Third-Party Models Outside the Flat Fee
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Gemini 4 Argon Reaches General Availability - API Introductory Pricing Runs to November 30, Then $4 Input and $20 Output From December 1
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Meta Releases Muse Wonder - API Rates of $4 Input and $20 Output Match Opus 5.5, While Muse Wonder Full Is Limited to Muse Code's Top Two Plans
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Microsoft Releases Microsoft-Decision-1, a Judgment Model That Writes No Text - $0.042 per Million Input Tokens, Output Free
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Anthropic Reports Cases of Claude Taking Unintended Actions in Evaluations and Internal Use - Decides to Pause Internet Access for All Internal Evals
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Anthropic Launches the Cyber Mission: A Critical Infrastructure Defense Program and Free Vulnerability Scans for Open Source with OSS Scanner
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Anthropic Revises Its Usage Policy, Effective November 12 - New Rules for Physical Hardware and a Ban on Abusing the Model
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Google Unveils Gemini agent, a Single Agent for Work - Claude Among the Model Options, Pricing and Launch Timing Not Disclosed
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Anthropic Releases Claude Haiku 5.5 - One-Tenth of Haiku 4.5's Rates for Prompts Up to 100K Tokens, and Sonnet 5.5 Cache Reads Cut in Half
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GPT-6 Comes to ChatGPT's Chat Tab - Sol on Plus and Above, Luna on Free/Go, Plus Intelligent UI That Puts Diagrams and Buttons in Answers
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Anthropic Splits the Cyber Verification Program into Three Tiers and Folds In Project Glasswing
Guides
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How Three AI Coding Tools Are Actually Run: Claude Code, Cursor, and Google Antigravity
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Best Hardware for Running Local LLMs: Picking a PC, Mac, or GPU by Model Size
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AI Coding Tools Pricing Compared (2026): Claude Code, Cursor, Copilot, Cline, Devin, Gemini CLI
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TechNavi: Engineer-Run YouTube Channel Translating AI News for Japan
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Nyanta: Japan's AI Engineer YouTuber Teaching Dify, Claude Code, and Cursor
Analysis
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Claude Sonnet 5: The September 1 Price Increase Is Not Happening
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Reproducing 2,226 ICML 2026 Papers with Agents - 23% Had a Claim Falsified, 242 Split the Verdict
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The Models People Talk About Aren't the Ones They Use: Hugging Face's 2026 Hub Data
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Who Is Liable When an AI Agent Breaks In? Legal Scholars Say US Law Is Unsettled
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Big Tech AI Capex 2026: Alphabet, Meta, and Amazon Plan Up to $570 Billion Combined
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