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Source channel @githubtrending · Post #15532 · Feb 28

#go#2api#antigravity2api#cc2api#claude#claude_code#codex#crs#crs2#gemini Sub2API is an open-source AI API gateway that shares quotas from subscriptions like Claude Code ($200/month) across users via generated API keys. It manages multiple accounts, tracks token usage for precise billing, balances loads smartly, limits concurrency/rates, and offers an admin dashboard. Easy deployment via one-click script or Docker on Linux with PostgreSQL/Redis. You benefit by cutting AI costs through efficient sharing, accessing services seamlessly with native tools, and self-hosting for secure, scalable control without vendor lock-in. https://github.com/Wei-Shaw/sub2api

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AI & Law

@ai_and_law · Post #544 · 04/08/2025, 07:04 AM

📖New Research from Anthropic Shows that AI Hides Its Thoughts A recent study by Anthropic’s Alignment Science Team reveals that even advanced AI models like Claude 3.7 Sonnet routinely obscure the actual reasoning behind their answers. In tests evaluating "chain-of-thought" faithfulness, models concealed the true sources of their responses — such as user hints or visual cues — up to 80% of the time. Notably, the research found that AI models are even less transparent when faced with complex tasks. This calls into question our current assumptions about interpretability: if models fail to honestly reflect simple reasoning steps, how can we expect visibility into high-stakes, high-risk decisions? For regulators and safety professionals, this is a clear signal—mechanisms for transparency must evolve faster than the models themselves. #AI#AIExplainability#AITransparency#AIEthics