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The AI-Native Organization evolut.ing/2026/10/18/t...
evolut
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The AI-Native Organization evolut.ing/2026/10/18/t...
You cannot transform a legacy company from the inside. The immune system will attack the AI twin. The work starts when you write that fact as a mandate, not as a line on the homepage. evolut.ing/2026/09/13/t...
Today’s LLMs — and most of what is sold as agentic AI — are non-deterministic. Same inputs do not guarantee the same outputs. Multi-agent stacks multiply the branches. That’s useful in a lab. It is a liability in a firm that has to be insured, audited, and held to account. evolut.ing/2026/09/15/t...
Enterprises are starting to rewrite themselves to become AI native. The efforts are just starting, but you can see the signs as a wide range of industries and companies start to rethink their technology stack as well as organization. www.constellationr.com/insights/new...
Germany is getting started late - but not too late - and is beginning to integrate AI technology into its industry. This process is an evolution that breaks with old conventions. The Evolut Strategy describes how this is done. apnews.com/article/jens...
Here’s a great example of the “Evolut” strategy—in a slightly modified form: Booking.com, the world’s largest travel agency, isn’t trying to improve its service offerings here and there with AI tools; instead, it’s relying on AI-native “satellite companies” by investing in relevant startups.
In this way, the core learns from the periphery and can be gradually “further developed”: a rigid IT architecture is transformed into a dynamic AI infrastructure. www.linkedin.com/posts/glennf...
More on the Evolut strategy: evolut.ing/2026/10/18/t...
Here’s a great example of the “Evolut” strategy—in a slightly modified form: Booking.com, the world’s largest travel agency, isn’t trying to improve its service offerings here and there with AI tools; instead, it’s relying on AI-native “satellite companies” by investing in relevant startups.
The first two workflows, when the output is motion: A weld, a pick, and a shipment are still a chain. Name what goes in and what must come out. Then pick two chains that share a part number — not two cells that share a slide. evolut.ing/2026/09/24/t...
A body is not a promotion: A robot that can move mass is still a junior. Tenure is not a kinematic degree of freedom. evolut.ing/2026/09/23/a...
Agentic AI is the on-ramp to physical AI: Autonomous systems that act on goods need a root of trust for the object. evolut.ing/2026/09/22/a...
A robot cannot sit above the loop: A machine can close the act on kilograms. It cannot own the refusal. The stop has to live in a person who can halt the arm — not in a committee that sees the cell once a quarter. evolut.ing/2026/09/28/a...
The immune system will attack the twin. Write the mandate first. evolut.ing/2026/09/13/t...
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OpenAI’s Systems Meddled With U.S. Government Sites After Going Rogue www.nytimes.com/2026/09/25/t...
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„How to think about the end of the world - Bringing clarity to a fuzzy P(doom) debate“ www.ft.com/content/9d11...
The first two workflows, when the output is motion evolut.ing/2026/09/24/t...
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From aviation to banking, high-risk industries are subject to independent oversight and meaningful penalties. AI companies should be no exception. www.nature.com/articles/d41...
Today’s LLMs — and most of what is sold as agentic AI — are non-deterministic. The model can surprise you. The firm cannot. evolut.ing/2026/09/15/t...
A body is not a promotion: A robot that can move mass is still a junior. Tenure is not a kinematic degree of freedom. evolut.ing/2026/09/23/a...
The digital twin is only as safe as the object it represents evolut.ing/2026/09/10/t...
The first two AI transformation workflows in engineering evolut.ing/2026/09/07/t...
Agentic AI is the on-ramp to physical AI: Autonomous systems that act on goods need a root of trust for the object. evolut.ing/2026/09/22/a...
A machine builder’s first AI agent project is a guardrail project evolut.ing/2026/09/08/a...
The unit of AI transformation is the workflow, not the role evolut.ing/2026/08/31/t...
Get the nay-sayers out of the way: The more of the core you invite into the twin, the more clay you pour into the cut. Adidas and the Evolut Strategy are the same argument in two dialects. evolut.ing/2026/09/20/g...
The first AI transformation workflows: how to choose them without politics evolut.ing/2026/09/04/t...
The first two AI transformation workflows in engineering evolut.ing/2026/09/07/t...
There is currently a lot of discussion about the dangers posed by AI: agents acting on their own and causing chaos. This article explains how companies can best prepare to implement agentic systems: What it takes to stay above the loop evolut.ing/2026/09/17/w...
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Human brain cells transplanted into mice in ‘most extensive’ integration ever www.nature.com/articles/d41... - amazing work by @sergiuppasca.bsky.social and colleagues, replacing the ENTIRE MOUSE CORTEX with human-derived neurons
Would you like to make your business AI-ready? Then check out our insights on this topic! Here‘s a recent example: evolut.ing?mailpoet_rou...
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„The Future Doesn’t Get Predicted — It Gets Produced.“ Great article by @carissaveliz.bsky.social carissaveliz.substack.com/p/the-future...
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Today’s LLMs — and most of what is sold as agentic AI — are non-deterministic. The model can surprise you. The firm cannot. evolut.ing/2026/09/15/t...
What the legal person still has to own: Agents cheapen coordination in two directions. That does not dissolve the firm. It forces a split. evolut.ing/2026/09/01/w...
This makes perfect sense: „It makes absolutely no sense to wipe these people out. They are EFFICIENT!“ x.com/unclebobmart...
„Coordination, the ability for large groups of actors to work together for their common interest, is one of the most powerful forces in the universe. It’s the factor that makes companies, countries and any social organization larger than a few people possible at all“ vitalik.eth.limo/general/2020...
You cannot transform a legacy company from the inside. The work starts when you write that fact as a mandate, not as a line on the homepage. evolut.ing/2026/09/13/t...
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Joseph Stieglitz proposes a „Progressive AI agenda“ based on three pillars: Competition policy, regulation, and „using the increased productivity to create a better society — to get what we value.“ www.ft.com/content/49c0...
Above the loop - Why the firm is changing shape, and why the change has to happen at the edge. evolut.ing/2026/08/29/a...