its the middle child it has the abilities to do things but cut off by its harness, but the model doesnt think like that… things like this: https://
x.com/bentossell/sta
tus/2045497325469286400?s=20
… and this (because i didnt have a connector enabled – just say that or better yet, ask approval to enable it)
AGENTS
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Middle child model constrained by harness limitations and missing connectors
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ISA-95 Model Insufficient for Thousands AI Agents Manufacturing
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The ISA-95 layer-by-layer model that served manufacturing for decades cannot handle thousands of AI agents. Manufacturers need to rethink data infrastructure before scaling agents.
— Lucian Fogoros (@fogoros) 20 avril 2026
Partner content with HighByte. #highbyte_iiot pic.twitter.com/dee4xaDzRmThe ISA-95 layer-by-layer model that served manufacturing for decades cannot handle thousands of AI agents. Manufacturers need to rethink data infrastructure before scaling agents. Partner content with HighByte. #highbyte_iiot
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Alpha in using Codex CLI to teach yourself anything
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There’s so much alpha in opening Codex Cli and telling it to teach you how to do X X can be – shell basics
– optimizing local ai inference
– hacking your pet feeder camera – setting up a self-hosted search engine – creating Skills out of your workflows and past conversations -
Pokee_AI integrates X API in affordable pricing model
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Or you can use @Pokee_AI which includes the X API in its fee so you don't pay extra.
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AI Tool Aggregates Best Intellectual Content from X Community
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I built you an AI that watches all of AI community here on X and built this to help you get the best of the intellectual stuff:
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Finance firms increasingly outsource AI agent development to suppliers
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Two-thirds of finance firms use suppliers for AI agent development
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @demishassabis @Ronald_vanLoon @TamaraMcCleary @geoffreyhinton @goodfellow_ian @jeffdean @erikbryn -

Digital Transformation: Change Management for Agentic AI
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The New #DigitalTransformation: Lessons In Change Management For #AgenticAI
by Lori Schafer @Forbes Learn more: https://
bit.ly/48SEp5N #GenerativeAI #ArtificialIntelligence #MachineLearning #ML -
Training AI Agents: From Smart Teenagers to Autonomous Systems
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The state of the art is that AI works exactly that way. That's how I built https://
alignednews.com/ai I had to "raise" my agent. When @blevlabs handed it to me it was like a smart teenager. I had to tech it how to read the news. Since robotics is really just AI, the answer is: -
AI Tool Monitors X Tech Community and Industry Lists
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I built an AI to watch the entire AI community here on X: https://
alignednews.com/ai And built the most complete lists of tech industry here on X: https://
x.com/scobleizer/lis
ts
… All the people you seek are there. -

Agentic AI Systems Design Blueprint Guide
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#AgenticAI Systems Design Blueprint by @Python_Dv #AI #LLM #ArtificialIntelligence #MachineLearning #ML