2026-08-09 Domingo

Notícias de cripto - Página 383

Mantenha-se a par do mercado de cripto. Notícias em tempo real, análises, preços, histórias em alta e análise de especialistas — tudo num só lugar.

IC3 Top Universities Collaborative Analysis: Is AI x Crypto the Real Future or Just a Narrative Bubble?

IC3 researchers from leading universities analyze the convergence of AI and crypto. They argue meaningful integration is still nascent, with hype often outstripping progress. The report frames AI as a "translation middleware" making blockchain accessible, while crypto serves as a "trust middleware" via tools like ZK proofs and TEEs for integrity, availability, and confidentiality. Two main directions are examined: 1) **Crypto x AI**: Using AI to enhance blockchain via analysis (fraud detection), algorithmic design, and AI oracles (with accuracy varying by task). New risks include AI-driven malicious smart contracts. 2) **AI x Crypto**: Using crypto to enhance AI via decentralized infrastructure (DePIN), data markets, agent micropayments, governance, and securing AI pipelines (training/federated learning, secure inference). The "Protected Pipeline" (Props) framework combines oracles and trusted computation for secure use of private data. Key challenges are highlighted: The industry must rigorously prove decentralized AI's cost competitiveness and crypto's utility for agent payments. Major research gaps include providing systemic security for autonomous agents and addressing novel threats like unstoppable AI agents. The report concludes by debunking five common misconceptions: blockchain cannot inherently detect AI content, solve algorithmic bias, grant true AI autonomy, ensure AI trustworthiness through mere transparency, or guarantee that decentralization is always cheaper for AI tasks. The field remains in an early, evidence-seeking phase.

marsbit06/11 00:12

IC3 Top Universities Collaborative Analysis: Is AI x Crypto the Real Future or Just a Narrative Bubble?

marsbit06/11 00:12

Anthropic Released the "Most Powerful Model," But Most People Can't Use It

In April, Anthropic launched a preview of its "Mythos" model, which was not publicly released due to its exceptional ability to autonomously discover high-risk zero-day vulnerabilities, posing a security threat if misused. It was restricted to a trusted group of security partners under "Project Glasswing." On June 10, Anthropic officially released Fable 5 and Mythos 5. They share the same underlying model but are distributed under different rules. Fable 5 is for general users, while Mythos 5 remains locked for trusted security partners. Benchmarks show Fable 5 leading in software engineering and long-task execution, with significant improvements in generating production-ready code. However, Fable 5 includes a safety classifier that automatically downgrades requests related to cybersecurity, biochemistry, or model distillation to the weaker Opus 4.8 model. This mechanism, while intended for safety, can affect the user experience and has faced criticism for being overly conservative. Pricing is another key point. Fable 5's API costs are double that of Opus 4.8. Furthermore, after a free trial period ending June 23, it will be removed from standard subscription plans, requiring users to purchase additional credits for access. This shift signals a move towards pay-as-you-go pricing for the most advanced capabilities. The strategy highlights a growing divergence in the AI industry: while some players like DeepSeek are drastically cutting prices, Anthropic is increasing them for its top-tier model, using cost as a filter for high-value users. The article suggests the AI market is stratifying, with commoditized capabilities becoming cheaper while premium, cutting-edge models command a significant price premium.

marsbit06/10 23:52

Anthropic Released the "Most Powerful Model," But Most People Can't Use It

marsbit06/10 23:52

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