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anjum-trade room
anjum-trade room
Anthropic has reportedly filed for an IPO at an $80–100B valuation while continuing to promote its Constitutional AI framework. What's interesting is the tension at the center of the story. Constitutional AI is marketed as a safety system designed to align models with human values and reduce harmful outputs. But in practice, building such systems also generates one of the richest datasets imaginable on how humans attempt to manipulate, bypass, jailbreak, or misuse AI. Safety becomes the product. Behavioral data becomes the byproduct. That's where the paradox begins. As centralized AI labs move closer to public markets, investors aren't just buying models—they're buying governance structures, safety frameworks, data pipelines, and the incentives that connect them. Meanwhile, ETH sits around $1,670. The decentralized AI thesis becomes more compelling every time a centralized AI company packages safety, control, and data collection into a single corporate structure. If trust in the centralizing entity is the key requirement, then the decentralizing alternative may have just received another validation point. The real question isn't whether AI can be made safer. It's whether concentrating safety, data, and decision-making power in the same organization creates an entirely different category of risk. Just sharing thoughts. Not financial advice. DYOR. #AnthropicSafetyParadox #OKXOrbit

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