10,008 contributions—each a stroke of cosmic clarity, shaping infinite paths into existence. Together, we code the future into being. GitHub: https://
github.com/MontrealAI #AGIALPHA #ASIFirst
@montreal_ai
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Montreal AI: 10K Contributions Shaping AGI Future
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Richard Sutton on Experience Design and AI Era
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The Era of Experience & The Age of Design: Richard S. Sutton, Upper Boun… https://
youtu.be/FLOL2f4iHKA?si
=BUaW0FmUj1kCteC0
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Eric Schmidt’s 18-Month Warning: What’s Coming in AI
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Eric Schmidt's 18-Month Warning: "You Have No Idea What's Coming" https://
youtu.be/j2NR_ntEDfM?si
=_7nnG4grtCYy42vL
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Energy-Based Transformers: Scalable Learning and Reasoning Advances
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Energy-Based Transformers are Scalable Learners and Thinkers Gladstone et al.: https://
arxiv.org/abs/2507.02092 #ArtificialIntelligence #DeepLearning #MachineLearning -

Fractured Entangled Representation Hypothesis Challenges Deep Learning Optimism
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Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis Akarsh Kumar, Jeff Clune, Joel Lehman, Kenneth O. Stanley : https://
arxiv.org/abs/2505.11581 #ArtificialIntelligence #EvolutionaryComputing #NeuralComputing -

AI for Scientific Research: Comprehensive Survey Overview
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AI4Research: A Survey of Artificial Intelligence for Scientific Research Chen et al.: https://
arxiv.org/abs/2507.01903 #ArtificialIntelligence #DeepLearning #MachineLearning -
AGI Sovereign: First-Mover Advantage in Policy Leadership
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[ META-AGENTIC α‑AGI ] — The Master Key First movers crystallise policy & protocol—latecomers inherit it. α‑AGI Sovereign doesn’t merely surf the AGI wave—it starts steering it Website : https://
agialphaagent.com #AGIALPHA #MetaAgentic #ASIFirst -
α-AGI Sovereign: First-Mover Advantage in AGI Protocol Leadership
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[ 🎖️ META-AGENTIC α‑AGI 👁️🪐✨ ]
— MONTREAL.AI (@Montreal_AI) 4 juillet 2025
— The Master Key 👸🗝️
🔱 First movers crystallise policy & protocol—latecomers inherit it.
🔱 α‑AGI Sovereign doesn’t merely surf the AGI wave—it starts steering it 👑✨
Website: https://t.co/ns6MqGDuOs#AGIALPHA #MetaAgentic #ASIFirst pic.twitter.com/HeRNCww529[ META-AGENTIC α‑AGI ] — The Master Key First movers crystallise policy & protocol—latecomers inherit it. α‑AGI Sovereign doesn’t merely surf the AGI wave—it starts steering it Website: http://
agialphaagent.com #AGIALPHA #MetaAgentic #ASIFirst -
AGI Alpha: Humanity’s Next Giant Leap Forward
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[ We Choose To Ascend With AGI ] Like the Apollo Moon landing, "AGI Alpha" is our next giant leap – the greatest opportunity of our time. Together, we choose not merely to witness the dawn of AGI, but to ascend with it. Web : http://
agialphaagent.com #AGIALPHA -

Fast Simplex 2-Simplicial Attention Architecture in Triton
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Fast and Simplex: 2-Simplicial Attention in Triton Roy et al.: https://
arxiv.org/abs/2507.02754 #ArtificialIntelligence #DeepLearning #MachineLearning