1/ When asked about job transformation: He emphasized output over process. “The core part of the job isn’t going to have to change. But instead of having to do a bunch of manual work to be able and to do the exciting part of their job, they’re going to work with AI agents that
AUTOMATION
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AI Platform Enables Lawyers to Draft Complex Legal Documents Automatically
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Lawyers are already using our platform to draft complex legal docs: claims, motions, complaints, contracts, sometimes 40+ pages of dense legalese.
— Abacus.AI (@abacusai) 15 octobre 2025
With DeepAgent, AI can even build agents, such as a contract analyzer, to assist in reviewing and interpreting documents. pic.twitter.com/zA3DqcV1agLawyers are already using our platform to draft complex legal docs: claims, motions, complaints, contracts, sometimes 40+ pages of dense legalese. With DeepAgent, AI can even build agents, such as a contract analyzer, to assist in reviewing and interpreting documents.
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Atelic Studio Launches AI Toolkit for Industrial Applications
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Atelic introduces “Atelic Studio,” a new AI toolkit built for Energy, Health, and Manufacturing. Meet the team at #GITEXGLOBAL, Oct 13-17, 2025, Hall 18 Booth 30. https://
buff.ly/yz10T8x (Image Source: Atelic) #sponsored #atelic_iiot #IndustrialAI @IIoT_World @lucianilie15 -
GenAI Security Risks: When AI Becomes Your Biggest Threat
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What happens when AI becomes both your assistant and your biggest security risk?
— SAS Software (@SASsoftware) 15 octobre 2025
In this episode of Pondering AI, Keren Katz joins Kimberly Nevala to unpack the rising threats posed by GenAI and agentic systems — from self-inflicted data exposures to insider risks and… pic.twitter.com/9i8zIRVXoeWhat happens when AI becomes both your assistant and your biggest security risk? In this episode of Pondering AI, Keren Katz joins Kimberly Nevala to unpack the rising threats posed by GenAI and agentic systems — from self-inflicted data exposures to insider risks and
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Automated Prompt Optimization Matches Fine-Tuning Quality
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New research from the Databricks AI research team shows automated prompt optimization can deliver quality improvements on par with supervised fine-tuning—and with lower serving cost. This research highlights our work to help customers build smarter, self-improving enterprise AI
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Autonomous Vehicles and Real-Time Dynamic Road Pricing Systems
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As autonomous vehicles become ubiquitous, it will be come more important to charge for congestion and road use. Fortunately, autonomous cars can also more easily respond to real-time price signals.
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Machines Liberating Humans from Labor for Passion
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In the world of humachineology and humachinekind, machines are liberating humans from the necessity of labor so that humans can do what they are passionate about.
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AI Transparency and Governance Critical Before Energy Automation Scaling
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“AI models fail quietly — and trust takes seconds to burn.”
— Lucian Fogoros (@fogoros) 15 octobre 2025
Simon Williams on why transparency and governance matter before scaling automation in energy. https://t.co/7nPp58XUQa #sponsored #atelic_iiot #AITrust #Gitex2025 #GITEXGLOBAL @GITEX_GLOBAL @IIoT_World via @fogoros pic.twitter.com/Z6xCKE3Nmu“AI models fail quietly — and trust takes seconds to burn.”
Simon Williams on why transparency and governance matter before scaling automation in energy. https://
buff.ly/nTaFCIM #sponsored #atelic_iiot #AITrust #Gitex2025 #GITEXGLOBAL @GITEX_GLOBAL @IIoT_World via @fogoros -

AGI Jobs v0: Planetary Coordination Orchestrator Demo Released
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[ AGI Jobs v0 : "The Operating System for AGI Work" ] Planetary Coordination Orchestrator A demo at the nexus of global coordination, decentralized governance, and thermodynamic economic planning GitHub : https://
github.com/MontrealAI/AGI
Jobsv0/tree/main/demo/infinity-symphony
… $AGIALPHA #AGIALPHA #ASIFirst -
Machines Liberating Humans from Labor for Passion Pursuits
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Humachineology and humachinekind studies indicate that machines are liberating humans from the necessity of labor so that humans can do what they are passionate about.