GPT Hedging or Retracting Your Claims? Two-Step Prompts and ko5.6sol Setup
Benchmarks across 8 GPT versions show review prompts trigger up to 25.3% claim retractions. Here is how to split prompts and install the free ko5.6sol skill.
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10Check These Four Benchmarks Before Swapping Claude Fable 5.1 for Kimi K3.1 Pro
Kimi K3.1 Pro beats Claude Fable 5.1 on agentic and office workflows, yet trails sharply on strict coding and hard reasoning. Here is how rates and routing compare before K2 retire...
OpenAI Claims Luna Costs One-Sixth of Chinese Rivals; Here Is What the Rate Cards Show
OpenAI's CFO says Luna runs at a fifth to a sixth the cost of Chinese open-weight models. Checking official pricing tables shows where that math holds and where hidden surcharges f...
Jiangshan Historical Atlas v1.3.0: Map Campaigns by URL or Hook Them Into Claude via MCP
Open-source Chinese historical atlas jiangshan-map v1.3.0 adds two-camp battle sandboxes and paleo-coastlines, plus zero-coordinate URL routing and a local MCP server.
No Gemini 4 Carbon on AI Pro? Access Paths, Pricing, and Sycophancy Checks
Google opened Gemini 4 Carbon broadly on November 10, 2026, yet consumer access stays inside AI Ultra. Here is how to reach it via API and what tests say on sycophancy.
How to Build Always-On Claude Agents Without Babysitting Every Run
Anthropic's always-on agent blueprint pairs an inbox, timers, and deferred approval hooks with Managed Agents billing that pauses the $0.08/hour meter while waiting on humans.
Anthropic Lists on Nasdaq Nov. 19: Three Filing Realities Claude Builders Should Check
Anthropic plans to price ANT on Nov. 18 and debut Nov. 19. Beyond the $90.4B raise cap, its S-1/A exposes $900.9B in compute commitments, open-weight pricing pressure, and safety-d...
Antigravity Drops GPT-OSS 120B and Claude 4.6 on Nov 18: What Each Plan Loses
Google Antigravity removes GPT-OSS 120B, Claude Sonnet 4.6, and Claude Opus 4.6 on November 18, 2026. Free and trial users lose all third-party models, while paid plans keep Claude...
Gemini 4 Carbon, Hydrogen, or GPT-6 Astra: Access, Cost, and Fit for Research
Check account gates, three-workload API bills, and benchmark limits for Gemini 4 Carbon, Hydrogen, and GPT-6 Astra before you commit a research workflow.
Antigravity Theme & Chinese Patch Hits v5.2.0 With CDP Injection for 2.32.0
Open-source patch chuanban-antigravity-theme-patch updates to v5.2.0 for Antigravity 2.32.0, injecting warm-paper themes, 1,630 Chinese UI strings, and a live tok/s pill over CDP—p...