TRINITY: An Evolved LLM Coordinator https://
arxiv.org/abs/2512.04695
AGENTS
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TRINITY: An Evolved LLM Coordinator System
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TRINITY: Advanced LLM Coordinator Framework Unveiled
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TRINITY: An Evolved LLM Coordinator Paper: https://
arxiv.org/abs/2512.04695
OpenReview: https://
openreview.net/forum?id=5HaRj
Xai12
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Senior Competitive Advantage: Teaching AI with Experience
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How can old people compete with the 20-year-olds?
— Robert Scoble (@Scobleizer) 26 avril 2026
I built https://t.co/kiuZ7QXLzb
It reads all the AI community here on X.
I built it. I am 61 years old. No 20 year old has built anything close.
The secret for old people is to take your knowledge and teach AIs.
The kids… https://t.co/Lld1YZbmz1How can old people compete with the 20-year-olds? I built https://
alignednews.com/ai It reads all the AI community here on X. I built it. I am 61 years old. No 20 year old has built anything close. The secret for old people is to take your knowledge and teach AIs. The kids -
Multi-Agent UI Design: Beyond Chat and Tabs
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7) Multi-agent design. I loved the design of Cove (they were the acquired by Microsoft). It was more of a whiteboard than tabs or chat threads. I don’t think we’ve cracked the right UI for managing agents quite yet (even if we’re just talking to one main CoS and that agent is
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OS Rebranding: From Operating to Orchestrator System
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Let's see which is the first company to rebrand the concept of OS from Operating System to Orchestrator System and comes with a comprehensive overhaul where it already includes native models and agentic services that work throughout the entire system.
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Rethinking OS Design for Human-AI Interaction
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feels like a good time to seriously rethink how operating systems and user interfaces are designed (also the internet; there should be a protocol that is equally usable by people and agents)
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Clarification on AI Job Positions Numbers
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• 25,000 is (as far as I know) a made up number
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AI Agents: Productivity Illusion or Digital Distraction?
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AI agents make you feel productive the same way that internet browsing made you felt productive and the social media doomscrolling made you feel productive.
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Beyond Model Size: Smart Scaffolding for LLM Agents
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Think building an AI agent is just a better brain? What if the real secret is what you add outside the model? A team from Shanghai Jiao Tong University, OPPO, and others argues that the future of LLM agents isn't about bigger weights, but smarter scaffolding. They introduce a
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AGI ALPHA Launches α-AGI Ascension Intelligence System Online
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AGI ALPHA brings α‑AGI Ascension online: a living intelligence system where energy creates order, incentives align agents, swarms coordinate at scale, and every path bends toward maximal impact. $AGIALPHA #AGIALPHA