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Season 7—Spring 2026  ·  18 episodes  ·  Through-line: the human architecture of institutional change
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Systems & operational design

Biomimetics and AI Agent Orchestration: Lessons Learned from Mother Nature

Tyler Style on Portia spiders, specialized models, and why agent orchestration should borrow from nature’s constraint-first design.

Tyler Style  ·  5 min
Service design

Function Over Identity: Why B2E AI Needs Mission Design

Personas map feelings. Functions map risks. Pavel Bukengolts on why B2E AI needs mission design, not another internal showroom.

Pavel Bukengolts  ·  12 min
Organizational design

Five Obvious (But Not So Obvious) Truths from Seth Godin

In 2023 he asked for a handbook. In 2026 he brings The Knot. Five lines that were true the first time—and got stricter.

UX Magazine Staff  ·  9 min
Service design

Five Obvious (But Not So Obvious) Truths About Service Design

Five realizations from Age of Invisible Machines and season seven. Each is trivially true—and each invalidates a whole category of work.

UX Magazine Staff  ·  10 min
Organizational design

15 Rules of Design Leadership for 2026

Enterprise failures repeat. Pavel Bukengolts on 15 durable rules, and why leaders should pick two and build the smallest system that makes them a habit.

Pavel Bukengolts  ·  8 min
Service design

Anyone Can Build Fast: Speed Is No Longer Your Advantage. Value Realization Is. Here Is Why

AI made building fast easy. Anina Botha on why product-market fit is not value realization, and why generic products do not stick.

Anina Botha  ·  3 min
Service design

The Minimum Viable Product Nobody Tells You About

A real MVP isn’t just small: it has to teach you something true about your users. Päivi Salminen on finding the core and starting with one.

Paivi Salminen  ·  3 min
UX × AI Series
Part 10 · Organizational design

Who Owns the Design When AI Made Half of It?

Tushar Deshmukh closes the UX × AI series on authorship, copyright, and what ownership means when a design is half human judgment and half machine generation.

Tushar Deshmukh  ·  17 min
Ideations—Season 7 All ideations →
Future-Solving
Naming the human-feeling outcome before the tool parade begins: map what must become true, let exploration stay fuzzy while the vision stays sharp, and refuse to substitute vendor matrices for strategy.
Canonical Knowledge
One governed layer of meaning everyone agrees to treat as source-of-truth—so agents and humans aren’t improvising incompatible copies of the same policy, pricing rule, or clinical pathway.
Cheap Prediction, Expensive Judgment
When prediction drops toward zero marginal cost, the binding constraint stops being “can the model guess right?” and becomes “who is accountable for acting on it inside messy institutions?”
The Confabulation Machine
LLMs as conviction engines: fluent, plausible, and prone to completing narratives that never happened—a design problem for verification layers, not just model knobs.
Latest Episode Episode page →
Read now  ·  Invisible Machines S7E18
You Are the Circumstances—Seth Godin · Invisible Machines S7E18
Seth Godin on You Are the Circumstances
Seth Godin  ·  Author, The Knot
Most stuckness is entanglement. Extra effort does not help. AI makes the lie expensive: a person will wink, a model will not. You are the circumstances.
Recent Episodes
S7 · Hosts
What Agentic Orchestration Actually Means
You cannot trust the orchestratee to be the orchestrator.
S7 · Don Scheibenreif
Selling to Machines
Adoption is bottom-up while denial is top-down.
S7 · Evan J. Schwartz
Structure Before Features
You own the outcome, AI owns the output—structure before the feature.
S7 · Matthew Barzun
The Pyramid Was Always Wrong
Bottom-up is still a pyramid—constellation thinking for agentic orgs.
S7 · Sudhir Hasbe
Knowing Before Doing
Graph databases as the agent knowledge layer—knowing before doing.
S7 · Jeff McMillan
The Checklist Your Deck Is Missing
Knowledge before agents at enterprise scale.
S7 · Jonathan Frankle
Nuclear Fusion, No Power Lines
Fusion-grade models without the grid—and specification beyond benchmarks.
S7 · Brian Evergreen
No Strategy Without Vision
Vision-first strategy and procurement theater.
S7 · Federico Cohen Freue
When Agents Have Wallets, Trust Is Currency
Knowledge before action at enterprise scale.
S7 · Evan Ratliff
The Confabulation Machine
Truth, narrative completion, and verification design.
S7 · Marina Nitze
Crisis Is Your Opening
Sensemaking failure and crisis engineering practice.
S7 · Sebastian Mallaby
Inside The Infinity Machine
Capital, concentration, and frontier models.
S7 · Jennifer Pahlka
Friction Is the Feature
Folk law, implementation gaps, and civic systems.
S7 · Avi Goldfarb
Cheap Prediction, Expensive Change
Complements, judgment, and organizational cost stacks.
Members Essays Member essays →
Members only  ·  Josh Tyson
Usurper, My Collaborator

On feeding a finished novel to Claude, and why collaborating with the usurper is easier than standing watch.

Original analysis  ·  Tied to Selling to Machines
Selling to Machines Collaboration Writing Claude
Read members essay →