Alpha‑Factory Demo Gallery Seminal ideas awaken inside a single agentic engine: · Era of Experience · MuZero Planning · AI‑GA Meta‑Evolution Demos: https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0/tree/main/alpha_factory_v1/demos
… Alpha‑Factory — forging intelligence that forges itself. #AGI #AGIALPHA
AGENTS
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Alpha-Factory: Self-Forging Intelligence Engine for AGI
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Trellix Accelerates Log Parsing with LangGraph Agents
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Trellix cuts log parsing from days to minutes with agents built on LangGraph @Trellix
, a global cybersecurity leader with 40k+ customers, built their AI app, Sidekick, to tackle backlogs and streamline their engineers' workflows. Using LangGraph, LangSmith, and LangChain, -
Algorithms That Invent Algorithms: Self-Generating Code Evolution
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Algorithms That Invent Algorithms Inside our digital atelier, code now breeds code. Algorithms spawn heirs, worlds reshape, minds bloom unprompted. Feel tomorrow stir—explore the living demo. https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0/tree/main/alpha_factory_v1/demos/aiga_meta_evolution
… #AGI #AGIALPHA #ReinforcementLearning -
Recursive Search Optimizer prompt that iteratively improves
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Steal my o3 prompt to perform a recursive search that gets better results with each iteration. ———————————–
RECURSIVE SEARCH OPTIMIZER
———————————– You will act as an advanced recursive search agent that continuously improves its -
Alpha-Factory v1: MuZero Planning Agent in Browser Demo
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Somewhere between Eustace Tilley’s knowing smirk and DeepMind’s chessboard, we coaxed Alpha‑Factory v1 into a living novella of code: MuZero planning, balancing, outwitting—all inside your browser Pure delight. Demo: https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0/tree/main/alpha_factory_v1/demos/muzero_planning
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Alpha-Factory v1: Multi-Agent AGI Learns Through Experience
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Eustace Tilley would nod: Alpha‑Factory v1 now breathes Silver & Sutton’s “Era of Experience.” Multi‑agent α‑AGI that learns by living—cross‑industry ready, deployable in one command. Demo ➜ https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0/tree/main/alpha_factory_v1/demos/era_of_experience
… #AGI #AGIALPHA #ReinforcementLearning -
MCP Support Plans for Super Agent System
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Do you have any plans to support MCP in your super agent system?
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DeepMind Era of Experience: Reinforcement Learning Advances
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Welcome to the Era of Experience David Silver, Richard S. Sutton: https://
storage.googleapis.com/deepmind-media
/Era-of-Experience/TheEraofExperiencePaper.pdf
… #ArtificialIntelligence #DeepLearning #ReinforcementLearning -
Clarifying smolagents name and multi-agent orchestration
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It seems smolagents was a bit under-researched. First of all it's "smolagents", without a space in the middle. We do have multi-agents (not with a dedicated abstraction, we managed to handle the orchestration under the base agent class): https://
huggingface.co/docs/smolagent
s/examples/multiagents
… We do have -
TextArena: Open-Source Competitive Games for LLM Agents
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TextArena went live on Hugging Face It's an open-source collection of competitive text-based games for LLMs, spanning 57+ unique environments Tests for different agentic behaviors—negotiation, theory of mind, deception, via competitive play