Best of LinkedIn: AI & Agentic Systems CW 41/ 42
Enterprise AI has moved from experimentation to accountability. Regulation is becoming concrete, security is being rebuilt around agents that act rather than advise, and the main constraint on value is now the operating model and the quality of human judgment, not the technology. Vendors and infrastructure providers are positioning for an agentic market, while practitioners keep returning to the same message: broken processes and weak governance cap the return.
Date
October 22, 2026
Artificial Intelligence
Thomas Allgeyer

Methodology: Every two weeks we collect most relevant posts on LinkedIn for selected topics and create an overall summary only based on these posts. If you´re interested in the single posts behind, you can find them here: https://linktr.ee/thomasallgeyer. Have a great read!

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Governance and Regulation

  • First harmonised EU AI Act standard moves compliance into defined steps
  • Singapore's MAS guidelines signal converging global AI governance
  • Board AI oversight now spans seven accountability areas
  • Shadow AI stems from slow governance queues, not lax standards
  • Clinical AI trust depends on transparent uncertainty
  • New AI risk map catalogs 196 risk factors across 55 categories

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Agent Security and Trust

  • Agent autonomy should scale with task risk
  • UK AISI incident demands layered, defense in depth agent controls
  • AI accelerates cyberattacks, demanding machine speed defenses
  • Pluto Security exits stealth with $42 million for agent security
  • SAP and NVIDIA collaborate on securing and governing AI agents
  • World ID launches iris verified identity proofs for AI agent transactions
  • Fraud models often misclassify legitimate AI purchasing agents as bots

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Enterprise Adoption and Operating Models

  • Scaling agentic AI requires an operating model shift
  • Enterprise AI success needs business context plus governance and trust
  • UK civil service AI savings depend on fixing broken processes first
  • Layering AI onto broken processes risks repeating RPA's scaling failures
  • AI project savings should be partly reinvested in quality and change management
  • State of AI Report highlights four enterprise execution gaps
  • European AI adoption is growing but uneven across industries

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Workforce and Human Judgment

  • KPMG survey finds most employees hide their AI use
  • Randstad launches mandatory group wide responsible AI training
  • Studies reveal adoption gaps in critical thinking
  • Deloitte outlines a three year roadmap for AI enabled workforce planning
  • Daily AI use among teenagers raises independent thinking questions
  • OpenAI's Navier Stokes claim faces scrutiny over human verification

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Products, Partnerships and Funding

  • Spotify's Confidence evolves into a full product intelligence platform
  • SAP Business AI Platform unifies AI, data, and governance
  • SAP LeanIX is named a Gartner Magic Quadrant Leader again
  • Google's Personal Apps lets anyone build and share Android apps
  • Emirates NBD is first in MENA to deploy OpenAI models in country
  • Starling Bank's proprietary AI model raises strategic questions for banks
  • Europe still lacks a frontier AI lab despite talent and funding

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Infrastructure and Industry Applications

  • AMD's Helios strategy centers on open, programmable AI infrastructure
  • AMD's Helion rack powers agentic workloads for Meta and OpenAI
  • OpenAI and Broadcom's Jalapeño chip joins TIME's Best Inventions of 2026
  • Siemens factory visit shows AI scaling production and physical AI robotics
  • SAP IBP customers use agentic AI for faster supply chain decisions
  • SAP Advisory Council in Zurich showcases four agentic retail use cases

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Want to see the posts voices behind this summary?

This week’s roundup (CW 41/ 42) brings you the Best of LinkedIn on AI & Agentic Systems

→ 70 handpicked posts that cut through the noise

→ 36 fresh voices worth following

→ 1 deep dive you don’t want to miss

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