AI & Cognition
Thinking with AI as a layer you live inside, from autonomous agents to enterprise knowledge work.
Articles in AI & Cognition
Are Humans Just Biological Algorithms? We Edit Our Own
In one sense yes, we run on biochemical rules. But the word just hides the key fact: we are the rare algorithm that can inspect and rewrite itself.
Will Humanity Become a Hive Mind? Keeping the Self
Partly, we already are networking into collective cognition. The real risk is not a shared supermind but losing the individuality that makes a collective smart.
When Will AGI Happen? Why the Date Is the Wrong Question
Nobody knows when AGI will happen, and the estimates span decades to never. The useful question is how to prepare your own mind for any timeline.
Who Owns My AI Clone? The Parts You Do Not Control
Your AI clone splits into pieces with different owners: your likeness, the trained model, its output, and the data. You own less of it than you think.
How to Do Knowledge Management in 2026? Map the Tacit
Document repositories miss the point: most valuable knowledge is tacit, in people's heads. KM in 2026 means transferring and connecting that human knowledge.
How to Build a Billion-Dollar Company Alone? Your Mind
AI can run the execution layer, so the bottleneck becomes the founder's mind: the vision, judgment, and clarity to orchestrate many AI systems toward one goal.
What Is a Full-Stack Founder? The Master Builder Returns
A full-stack founder runs product, code, design, and distribution alone, with AI doing the typing. The real constraint is what one mind can hold.
Why Do Corporate Silos Exist? The Cognitive Root
Corporate silos exist for structural reasons, but they harden because leaders cannot hold a mental map beyond their own domain. That is the real root.
Why Did My AI Automation Break? The Broken Edge
Your AI automation broke because the world it modeled moved on. The fix is not a better prompt, it is a living mental map that updates faster than reality drifts.
Why Is Enterprise Search Still Bad? RAG's Blind Spot
Enterprise search and RAG still fail because they retrieve by surface similarity, not structural intent, missing the connections and tacit knowledge that hold the answer.
What to Do When AI Does Your Job: Move Up a Level
When AI can do your job, the move is not leisure or panic. It is to use the freed bandwidth to operate one level above the work you automated.
Lawyers Using ChatGPT: The Hallucination Sanctions
Courts have sanctioned lawyers for filing AI-invented cases since 2023, and the filings keep coming. The failure is never the tool: it is unverified trust.
How to Raise Money in 2026: Fund the Founder's Mind
AI made building software cheap, so the code is no longer the moat. In 2026 investors back the founder's cognitive capital: domain depth, judgment, and taste.
Recreating a Dead Relative With AI: Griefbots, Weighed
AI can now simulate the dead convincingly. The question is whether a generated ghost helps grief do its work or quietly prevents it, and the answer has edges.
How to Memorize Programming Syntax: Chunk the Logic
Stop memorizing the exact characters. Map why the language is built the way it is, chunk the recurring patterns, and the syntax becomes something you reconstruct.
How to Understand Neural Networks Intuitively
Skip the equations at first. A neural network is layers of tiny weighted votes, tuned by millions of small corrections, and you already own the best reference model.
Is Prompt Engineering a Dying Skill? What Comes Next
The magic-words era is ending: models now write their own prompts. The skill that survives is conceptual architecture, structured thinking supplied as context.
What Happens if AI Runs Out of Power? The Compute Crunch
AI's electricity demand is growing fast enough to be rationed. When compute gets metered, the people who already think well in their own heads win.
Should I Ask AI for Life Advice? The Oracle Problem
Use AI to map your options and stress-test your reasoning. The moment you let it choose, you are outsourcing the judgment that big decisions exist to build.
New Corporate Roles for AI: The Chief Ontology Officer
Every AI initiative dies in the data swamp for the same reason: nobody owns the company's concepts. The defining new role structures the master graph.
How to Understand Cryptocurrency: Think in Graphs
Crypto stays confusing while you picture a bank with no building. It clicks when you swap the central-ledger model for a shared graph nobody owns.
How to Go From Junior to Senior Dev: Think in Systems
Seniority is not years served or syntax memorized. It is how wide and deeply connected your mental model of systems, tradeoffs, and failure modes has become.
How to Have Fewer Meetings (and Keep the Crucial Ones)
Most meetings should be an email. A few are irreplaceable. The trick is knowing which ones merge two minds and protecting those while you delete the rest.
Why Enterprise AI Hallucinates: It Has No Intuition
Enterprise AI hallucinates because most company knowledge is tacit, so the model never sees it. Intuition is the weight AI lacks, and guesses around.