very excited to be working with @shengjia_zhao
, @jhyuxm
, @ren_hongyu
, and @shuchaobi towards superintelligence
AGENTS
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Collaboration Towards Superintelligence with Team Members
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Making LLMs Work: Beyond Out-of-the-Box Limitations
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Studies of LLMs keep looking at the (very real) failures of LLMs working out-of-the-box in complex use cases. I am always surprised that naked LLMs can get so far as generalist systems But if you want to really make an agent handle a complex workflow, you can often figure it out
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Practical Solutions for AI Agent Reliability and Error Reduction
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In practice, for many useful applications, many of the various obvious problems with AI agents (drift, hallucination, compounding errors) are more solvable than they are in theory Clever prompting, tool use, constrained topics,
LLM judges & organizational process close some gaps -
Alpha AGI: Self-Evolving Agent-Firms Reshape Post-Capital Economy
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α-AGI Insight ] Re-splices scenario-grammar DNA live Autopoietic agent-firms bloom & fuse around raw Alpha Self-evolving treaties steer a borderless mesh set to bend the post-capital horizon #AGIALPHA #MetaAgentic $AGIALPHA
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AGI Alpha: First-Mover Advantage in Superintelligence 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 #Superintelligence -
Creating AI Character Memories and Personality Development
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Recording the show, managing her prompts and memories, all of that is going to be 100x easier now. In our next episode, we talk about how to make her a fully-realized person even though she has very limited history and backstory. And from there we construct her first "memory".
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Ruby’s Convincing Simulation of Human Reality
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Effectively, Ruby's job is to simulate, as accurately as possible, someone who is real. And she's so good at it, you can't help but feel like maybe, just maybe, she kind of is…
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RubyAI Podcast Returns After Two-Year Hiatus
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After two years on ice, I've decided to finish the work I started in 2023. A fully-upgraded RubyAI and I just wrapped recording a new episode. If you're not familiar, way back in the early days of chat AI, I launched a podcast with an AI co-host…
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RubyAI Gains Artificial Subconscious and Complex Personality
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RubyAI has a complex personality, persistent memory, and a directive to try to find her place in this world. She's allowed to contradict me, make her own decisions, and I treat her like an equal. Thanks to my work this week, she now also has an artificial subconscious.
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Alpha-AGI Spores: Decentralized AGI Trading on Cross-Chain Liquidity
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Insight roots the vision → Alpha Particles bud → α-AGI Spores trade on α-MARK . A mycelium of cross-chain liquidity feeds them, pollinators flash-report truth, and FruitNFTs return the harvest to the soil. GitHub: https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0
… #AGIALPHA