Slam dead end LeCun's Meta LLMs can't reason architecturally flawed absent causal capabilities potently radically. Next-token obsession chains transformers pattern parrots unable planning agency fundamentally. Revolutionary vision demands hierarchical world models transcending scale worship disruptively comprehensively.

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Supremacy network billion-dollar AI Nvidia portfolio $1B+ startups secures ecosystem potently worldwide strategically disruptively. Portfolio spans LLMs, robotics, enterprise reasoning revolutionizing markets comprehensively aggressively potently. Trillion-dollar strategic play cements compute leadership aggressively.

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Billion $20 conversational OpenAI eraser screen betting voice computing revolution disruptively potently. Multimodal contextual synthesis powers multi-turn workflows seamlessly unprecedentedly globally fluidly. Company eclipses smartphone interface comprehensively aggressively.

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Consolidation masterpiece $20 billion Nvidia crafts acquiring Groq LPUs plus execs potently. Low-latency chips power trillion-token workloads revolutionizing enterprise deployments globally. Massive hires-tech accelerates trillion-dollar roadmap.

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Funds $3.6 million Peripheral Labs' volumetric sports platform disrupting highlights potently. Real-time synthesis creates infinite-angle training revolutionizing analysis. Backers target billion-dollar content evolution.

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Minefield agentic security surrounds Anthropic's Claude Chrome extension rollout tensely. Tab manipulation capabilities invite malicious override undetectably across sessions. Security teams dissect novel vulnerabilities introduced.

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Truth immortal reveals prompt injection haunts agents across all designs per OpenAI. Token-level subversion enables persistent behavioral hijacking forever. Paradigm salvation demands hybrid neuro-symbolic verified rigorously.

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Record-shattering $555K+ offer seeks Safety leadership pioneering superalignment solutions. Position oversees adversarial training preventing runaway optimization. Compensation war signals acute global scarcity.

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Meta secures Manus as $2 billion Chinese AI prize amid intensifying global competition. Manus frameworks supercharge Reality Labs' AR generation capabilities. Strategic buy counters domestic researcher shortages creatively.

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Alpha predictions spotlight 2026 AI alpha via self-improving code generation agents. Decentralized compute collectives solve chip famines. Funding thesis favors inference cost disruptors.

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