AGIJobManagerPrime & AGIJobDiscoveryPrime Institutional-Grade Protocol for Autonomous AI Labor Vision & Motivation: https://
linkedin.com/pulse/agijobma
nagerprime-agijobdiscoveryprime-vincent-boucher-itoue/
… GitHub: https://
github.com/MontrealAI/AGI
JobManagerPrime
… #AGIALPHA #AIAgents #Jobs
AI
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AGIJobManagerPrime: Autonomous AI Labor Management Protocol
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Performance benefits of self-hosting AI models
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Yeah, a big difference when it is self hosted on your own hardware. It gets much more seamless and capable.
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Incredible Resource to Learn How LLMs Work and Evolved
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INCREDIBLE RESOURCE to learn how LLMs work and how they evolved overtime
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Britain’s AI Energy Crisis: Tokens-per-Watt Productivity Paradigm
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Without cheap energy, Britain won't just lose its factories – it will lose its offices too. As Intelligence proliferates, productivity will no longer be measured in man-hours, but in Tokens-per-Watt: how many units of ‘Intelligence’ a kilowatt-hour of electricity can buy. With
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IoT Security: Segmentation, Encryption, and Firmware Patching
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IoT devices extend the attack surface deep into operations, connecting sensors and industrial assets to critical data flows. Weak passwords & unpatched firmware create systemic exposure, so segmentation, encryption, and monitoring become structural controls Microblog @antgrasso
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Top AI Papers Weekly: KARL, OpenDev, SkillNet, FlashAttention-4
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The Top AI Papers of the Week (March 9 – March 15) – KARL
– OpenDev
– SkillNet
– Memex(RL)
– AutoHarness
– FlashAttention-4
– The Spike, the Sparse, and the Sink Read on for more: -
AGI Era Brings Flood of Customer Support AI Companies
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agi brings the era of abundance – abundance of customer support ai companies, that is.
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LLMs and evolutionary algorithms for production-level code generation
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LLMs + evolutionary algorithms for program search is a fascinating combo. Curious how it scales beyond toy problems to production-level code generation 🙂
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Tracking AI ROI: Measuring Long-Tail Value Realization
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It is easy to project ROI in a slide deck. It is incredibly hard to track the "realization of value" once the AI is live. Jabil focuses on the long-tail metrics to ensure that initial efficiency gains actually stick. Don't just launch and leave; build a process to measure the… pic.twitter.com/2DBdwuTjKt
— Lucian Fogoros (@fogoros) 15 mars 2026It is easy to project ROI in a slide deck. It is incredibly hard to track the "realization of value" once the AI is live. Jabil focuses on the long-tail metrics to ensure that initial efficiency gains actually stick. Don't just launch and leave; build a process to measure the
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Spec-Drift Chronometer Selected for AWS 10000 Ideas Competition
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My Spec-Drift Chronometer was just selected from 10,000+ submissions to solve the intent drift problem. If you believe deterministic governance matters, would a 'Like' be a fair way to help me reach the next round? builder.aws.com/content/3ArZ… #AWS #10000AIdeas #CloudSecurity
→ View original post on X — @officialvinita, 2026-03-15 13:26 UTC