The Agile Trap Designers Fall into: Feeding the Beast
Agile promises speed, but for many designers it becomes endless mockups—design systems break the cycle by front-loading component decisions.
Gamification 2.0. Beyond Points and Badges: Designing for Players, Not Metrics. Conclusion
Part 6 of the Gamification series: why people play because games are worth playing—and how Gamification 2.0 measures enrichment over retention.
Job Search Terminal: A Local-First Tool for an AI-Shaped Job Market
A free, local-first dashboard that uses AI to augment your judgment while your data and decisions stay on your machine.
The New Makers
Researchers are shipping apps and exhibits—but becoming a maker is less about learning to code and more about unlearning who you're allowed to be.
Gamification 2.0. Beyond Points and Badges: Designing for Players, Not Metrics. Chapter 5: Implementation
Part 5: a practical framework for Gamification 2.0—from choosing a genre instead of copying mechanics to iteration without badges.
Gamification 2.0. Beyond Points and Badges: Designing for Players, Not Metrics. Chapter 1: The Problem
Part 1 of the Gamification series: why points, badges, and streaks are cargo-cult mechanics, the extrinsic trap, and what intrinsic motivation actually demands.
AI Fails Silently: A Systems Perspective on AI Reliability
Why AI degrades in patterns while dashboards stay green—and what continuous behavioral feedback requires.
Real AI Strategy Isn't a Vendor Bake-Off
Brian Evergreen on vision-first agentic strategy, why vendor bake-offs mislead when the category is still forming, and how to map what would have to be true before you argue about models.
No Strategy Without Vision — Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Brian Evergreen, Josh Tyson, and Robb Wilson.
Designing Small Is Harder than Designing Big
Agile asks designers for smaller slices, not faster mockups—avoiding horizontal slicing and shipping value now.
Did We Agree to This?
Member essay tied to The Confabulation Machine ideation: the social contract behind confident AI, normalization, and making epistemic cost visible.
Consent Fatigue: Are We Designing People into Compliance?
When consent UI trains escape clicks instead of understanding—and how ethical UX can restore real choice.
The Real Reason Your Design Team Burns Out (And How to Fix It)
Friction—not workload—as the driver of burnout; DesignOps moves that trade chaos for clarity.
A Job Is Not Just a Bundle of Skills
What Evan Ratliff learned from running a company staffed by AI agents and what it reveals about the work we can't see.
The Psychology of Nudges: Why the Smallest Design Element Can Shift the Biggest Outcomes
Who benefits—the user or the platform? The ethical threshold between nudges and dark patterns.
The Map Is Not the System
On sensemaking, the stories organizations tell themselves, and why crisis is sometimes the only thing that reveals the truth.
The Confabulation Machine — Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Evan Ratliff, Josh Tyson, and Robb Wilson.
Attention Engineering: Why Users Ignore Even the Most Important Elements
Four dimensions of attention—and why louder UI rarely fixes misaligned mental models.
The Illusion of Choice: How Micro-Decisions Guide Macro-Control
Micro-decisions stack into macro-control; aligning persuasion with transparency and undo.
The End of Prompting: Why the Future of AI Experience Design Is Constraint-First
Constraint-first architecture: verification gates, boundaries, and escalation before fluent answers ship.
Inclusive Login Starts at the First Step
Recognition vs recall at the sign-in screen—and why designing for constrained moments helps everyone.
BOOK EXCERPT: The Crisis Worth Using
From Crisis Engineering: the five crisis indicators that distinguish a ripe organizational crisis from a fake emergency.
Crisis Is Your Opening — Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Marina Nitze, Josh Tyson, and Robb Wilson.
The Data Wasn't Meant for This
Why AI scaled on a coincidence, what induction requires, and why your internal knowledge base is not the internet.
BOOK EXCERPT: The Infinity Machine
Demis Hassabis on grounding, language models, and why LLMs turned out unreasonably effective—excerpted from The Infinity Machine.
Inside The Infinity Machine — Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Sebastian Mallaby, Josh Tyson, and Robb Wilson.
The Government Already Knows the Fax Machines Don't Work
Jennifer Pahlka on ritual friction between agencies, why fixing government isn't mostly a technology problem, and how AI might pair with delivery accountability.
Friction Is the Feature—Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Jennifer Pahlka, Josh Tyson, and Robb Wilson.
Cheap Prediction, Expensive Change — Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Avi Goldfarb, Josh Tyson, and Robb Wilson (recorded 2023).
Cheap Prediction, Expensive Change
Why AI is cheap prediction, why complements from compute to judgment spike in value, and why point solutions dodge the politics system solutions expose.
What AI as Cheap Prediction Means for Enterprise — Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Joshua Gans, Josh Tyson, and Robb Wilson.
What AI as Cheap Prediction Means for Enterprise
Joshua Gans on AI as cheaper statistics, the uncertainty tax in hospitals and airports, who selects automation, shadow adoption when tools are banned, and the planning question that turns hype into a ledger.
Canonical Knowledge is Key — Episode Transcript
Watch the Invisible Machines episode and read the full conversation with Joe DosSantos, Josh Tyson, and Robb Wilson.
LLMs: good at words, bad at math
Joe DosSantos on governed source of truth before agentic AI scales, implicit versus explicit workloads, semantic layers as contracts, and why agreement is the scarce asset once language commoditizes.
Decentralized AI is the Future—Episode Transcript
Watch the Invisible Machines S7E1 episode and read the full conversation with Ben Goertzel, Josh Tyson, and Robb Wilson.
Decentralized AI is the Future
Companion essay for Ben Goertzel on Hyperon, the ASI chain, MCP versus deeper agent stacks, AGI versus broad AI, and why decentralized cooperation hedges model hegemony—with the S7E1 episode embedded.
The “Do a Kickflip” Era of Agentic AI
Members republication for the No Strategy Without Vision cluster: kickflips, kooks, agent runtimes, and why experimentation without vision is still failing forward.
Orchestrating LLMs, AI Agents, and Other Generative Tools
Republished for the Ben Goertzel S7E1 cluster: conversation as connective tissue, modular stacks versus single-vendor AI, and why openness is infrastructure when models churn every quarter.
Will Conversational AI and Experience Design Revolutionize the Behavioral Sciences?
Daniel Lametti on experience sampling, smartphones in the wild, and how conversational interfaces could reshape behavioral research—paired with The Confabulation Machine ideation.
Open vs Closed: a Critical Question for Designing and Building Experiences
Republished for the Ben Goertzel S7E1 cluster: closed platforms as terrariums, why the original iPhone could stay sealed, and why organizational AGI needs an architecture beyond the bottle—with David Latimer's garden beside the argument.
Real AI Strategy Isn’t a Vendor Bake-Off
Vision-first strategy for agentic AI: why bake-offs mislead and how to make necessary truths visible before procurement narrows the field.
No Strategy Without Vision — Episode Transcript
Full Invisible Machines episode plus transcript: Brian Evergreen with Josh Tyson and Robb Wilson.
The “Do a Kickflip” Era of Agentic AI
Why failing forward with agentic AI is still failing without strategy, runtimes, ecosystems, and verified knowledge—plus the original GIFs from the UXM piece.
Friction Is the Feature—Episode Transcript
Full Invisible Machines episode plus transcript: Jennifer Pahlka with Josh Tyson and Robb Wilson.
Cheap Prediction, Expensive Change
Avi Goldfarb on cheap prediction, complements, and why system-level AI adoption collides with organizational politics.
Cheap Prediction, Expensive Change — Episode Transcript
Full Invisible Machines episode plus transcript: Avi Goldfarb with Josh Tyson and Robb Wilson.
The Real Reason Your Design Team Burns Out (And How to Fix It)
Why teams burn out, innovation stalls, and leaders miss impact without realizing the root cause.
The Confabulation Machine — Episode Transcript
Full Invisible Machines episode plus transcript: Evan Ratliff with Josh Tyson and Robb Wilson.
A Job Is Not Just a Bundle of Skills
What Evan Ratliff learned from running a company staffed by AI agents and what it reveals about the work we cannot see.
Crisis Is Your Opening — Episode Transcript
Full Invisible Machines episode plus transcript: Marina Nitze with Josh Tyson and Robb Wilson.
Inside The Infinity Machine — Episode Transcript
Full Invisible Machines episode plus transcript: Sebastian Mallaby with Josh Tyson and Robb Wilson.
The Map Is Not the System
On sensemaking, the stories organizations tell themselves, and why crisis is sometimes the only thing that reveals the truth.
The Psychology of Nudges
How defaults, buttons, and progress cues can become either useful nudges or manipulative dark patterns.
Attention Engineering
Why important buttons and instructions get missed, and how designers can work with attention instead of fighting it.
The Illusion of Choice
How small interface choices can quietly shape user decisions long before the user feels they have chosen.