AGI ALPHA brings α‑AGI Ascension online: far‑from‑equilibrium intelligence, where energy flow sustains order, Gibbs free energy drives work, game theory aligns incentives, statistical physics maps the swarm, and Hamiltonians guide agents toward maximal impact. #AGIAscension
@montreal_ai
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TRINITY: An Evolved LLM Coordinator for AI Agents
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TRINITY: An Evolved LLM Coordinator Xu et al. : https://
arxiv.org/abs/2512.04695 #ArtificialIntelligence #AIAgents -
AGI Club Validator Council Guardians of Integrity
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α‑AGI CLUB · Validator Council Guardians of Integrity. Where proof becomes settlement, reputation becomes law, and protocol evolution is defended. Validate. Govern. Protect. Shape. #AGIALPHA
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AGI Alpha Advances Far-From-Equilibrium Intelligence Agent Constellations
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AGI ALPHA brings α‑AGI Ascension to life: far‑from‑equilibrium intelligence, where continuous energy flow sustains organized complexity—and large-scale agent constellations coordinate autonomously for maximum impact. #AGIALPHA #AGIJobs #ASIFirst
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AI Agents Auditing Automation and Augmentation Across US Workforce
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Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce Shao et al.: https://
arxiv.org/abs/2506.06576 #ArtificialIntelligence #AIAgents -
AGI Ascension Autonomous Multi-Agent Coordination Loop
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AGI Ascension Autonomous Multi-Agent Coordination Loop #AGIAscension
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Multi-Agent Coordination: Building Economic Organism Stack for AGI
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Large multi-agent coordination is not primarily an “agent swarm” problem. It is a full-stack economic-organism problem. The stack is: Insight
→ Nova-Seeds
→ MARK
→ Sovereign
→ AGI Business
→ Marketplace
→ AGI Jobs
→ Agents
→ Validators / Council
→ Value Reservoir
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Coordination Substrate for AI Agents Jobs Validators and Governance
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We figured out the coordination substrate: how agents, jobs, validators, archives, markets, and governance can be arranged so useful work compounds. #AGIALPHA
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Internal recursive self-improvement ASI development approach revealed
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We keep the open-ended recursive self-improvement version internally, for now. #ASIFirst
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AGI Alpha Demonstrates Recursive Improvement in Controlled Environment
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While others are funding speculative self-improving AI, AGI Alpha is building the first system to prove recursive improvement under controlled conditions. https://
x.com/FT/status/2045
842784033059114
… #AGIALPHA