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Together.

ON_Discourse is a membership based community of C-suite leaders, investors, and innovators focused on driving business transformation through the discipline of discourse.

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WEEKLY PROVOCATION

The next leap in AI will come from design.

The problem with AI isn’t the ambition as much as the language we use to describe it. It’s all fog, no form. And when the language is that fuzzy, design has nothing to grab onto.

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AI That Makes Us More Human

Episode #021

Toby and Chmiel continue last week’s conversation on human ingenuity with a founder who’s putting it to the test. Katherine von Jan (KVJ to those who know her) joins the pod to talk about her new venture, Tough Day, and its mission to unlock the best of human potential in an AI-saturated workplace. As a longtime ON_Discourse member and former Salesforce exec turned startup founder, KVJ has a sharp perspective on where AI helps, where it hurts, and why the future of work depends on not automating away what makes us human.

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WEEKLY PROVOCATION

Ingenuity is the last unfair advantage.

AI isn’t a secret weapon anymore. Everyone has it. The edge isn’t in how many prompts you can fire off or how many models you can chain together. The real advantage comes from what you, uniquely, are willing to see, risk, and create when the tool runs out of patterns to copy.

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Human Ingenuity

Episode #020

Toby, Matt, and Dan wrestle with what it means to have a “voice” in an AI-mediated world, and what happens when that voice gets flattened, filtered, or faked. This episode digs into the paradox of human ingenuity in the age of synthetic output, the strange intimacy of talking to machines, and why friction, not fluency, might be the future of AI design.

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WEEKLY PROVOCATION

AI’s job isn’t to be right. It’s to make sure you know what you believe, and why.

We need to start designing for useful friction, not automating it away. That doesn’t mean building smarter models, it means building systems that help humans see where their reasoning holds, where it wobbles, and where it’s been unconsciously shaped by someone else’s priors.

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Agentic Browsers

Episode #019

Toby, Dan, and guest Craig Hepburn step inside the AI browser wars, and ask if the future of the internet is being quietly rewritten not by models, but by interfaces. This episode zooms in on Perplexity’s new agentic browser Comet, the real promise (and limits) of context-aware assistants, and what gets lost when AI "helps" too much.

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WEEKLY PROVOCATION

Discomfort is the unlock to your best work, if you have the courage to lean into it.

Discomfort is the source of human ingenuity. The bridge between taste and execution. The thing that makes good work better, and better work unforgettable.

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Are we offloading too much to AI?

We’ve been offloading cognitive tasks for centuries, from cave paintings to calendars to Google Maps. But as AI steps into more sophisticated roles in writing, decision-making, and even ideation, we’re entering new territory. Are we slowly anesthetizing the very muscle that makes us human?

Matt Chmiel

Human in the loop

Episode #018

Toby, Dan, and Chmiel interrogate the quiet crisis hiding inside the AI boom: we’re offloading too much thinking and calling it strategy. This episode explores what gets lost when cognitive offloading becomes the norm, and why the future of leadership may depend on friction, not flow.

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WEEKLY PROVOCATION

AI can help you think faster. But only humans will tell you when you're wrong.

Leadership class doesn’t need more tools. It needs a network of trusted humans who can challenge assumptions, stress-test ideas, and stay in the room long enough to make the work better. Not just right, but real.

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Co-Produced with AI

The Promise, the Threat, and the Mirror

ON_Discourse Editorial Team

WEEKLY PROVOCATION

If AI can generate your content, can it generate your taste?

If speed becomes the creative edge, what happens to deliberation, serendipity, or even procrastination? If your AI co-pilot can simulate every outcome, do you still have the guts to follow your gut? And if AI can remix a million influences at once, is taste still a human skill, or just another variable in the model?

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What if Jay Gould Ran a Media Company in 2025?

A Robber Baron’s Guide to AI-Era Media

Eric Gillin

REACTION

This won’t work

I can think of at least 6 reasons why none of this could ever happen.

Tony Haile

When the Music Traffic Stops

Are you ready?

Toby Daniels

WEEKLY PROVOCATION

What is your personal moat?

In a world where anything can be cloned, shipped, or scaled in seconds, your moat isn’t what you build, it’s how you adapt. Let me turn that platitude into something even more cringe: Soul becomes strategy. Curiosity becomes infrastructure. What is your moat?

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Cannes-ticipation

Episode #017

Dan, Toby, and Chmiel go behind the scenes of Cannes Lions to unpack the real programming, posturing, and potential shaping the creative industry’s biggest week. Is the future of advertising being written on the main stage or whispered behind closed doors?

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Try Harder: The Web After Search

The end of SEO is a test

Laurel Burton

WEEKLY PROVOCATION

What if the idea you cringed at was actually the beginning of something true?

The AI transformation everyone is talking about - including us, including me every week - is not here yet. Therefore, this week’s newsletter edition acknowledges the impatience we are all feeling about AI, and it also credits the crazy thinkers who are pushing us into uncomfortable cognitive places.

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What we lose with AI efficiency gains

Episode #016

We’re joined by Taylor Halsted of Shamrock Capital to interrogate the illusion of AI efficiency. What if the mess we’re trying to automate out of work is actually where creativity, connection, and culture live?

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WEEKLY PROVOCATION

Is MCP kicking you off the internet?

MCP stands for Model Context Protocol. And if it lives up to the ambition behind it, it will become one of the most disruptive technologies in the history of the internet. It wants to turn AI into an interface. One that replaces search. Replaces apps. And ultimately replaces you (specifically your demands, behaviors, actions, clicks, searches, and swipes).

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Toby hosts a book club with Henrik Werdelin and Nicholas Thorn

Episode #015

Toby sits down with Henrik Werdelin and Nicholas Thorne, co-authors of Me, My Customer, and AI, to interrogate the optimistic thesis at the heart of their book, and the paradoxes it reveals. From donkeycorns to Dunbar numbers, this session explores what happens when everyone is an entrepreneur, and no one stands out.

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Toby and Dan Invent a New Internet

Episode #014

Toby and Dan track the decline of Google Search, the end of SEO, and what’s replacing it: group chats, agentic systems, and personalized internets built around behavior, not clicks.

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WEEKLY PROVOCATION

Can fake empathy hurt us for real?

LLM agents have been trained to perform a very impressive parlor trick. They can empathetically convert the context, subtext, pretext, and plain text of all of our individual human prompts into shockingly relevant experiences. It feels like a miracle but it’s really just code.

WEEKLY PROVOCATION

SEO still works, but does it still matter?

Little by little, prompting is replacing searching. The cracks are starting to creep into the discourse. Executives in media and marketing are starting to see the old rules lose their sway.

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Toby talks about Group Chats

Episode #013

We have been hosting closed-door, private Group Chats at ON_Discourse for 2 years. In this episode, Toby and Chmiel talk about the ON_Discourse version of group chats and how they are different than the contentious, political experience that was recently profiled by Ben Smith at Semafor.

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The Infinite Zuck

How Mark Zuckerberg Became a Shape-Shifter Across Culture—and What That Tells Us About Power Now

Toby Daniels

What if Jack Dorsey is right?

The case for and against abolishing IP law

WEEKLY PROVOCATION

What if Jack Dorsey is right?

Dorsey’s provocation invites an exploration on the future of IP law. If we don't rethink the purpose of intellectual property, we aren't protecting creativity anymore. We’re protecting a future that no longer exists.

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Duolingo is Solving Small in AI Transformation

Gen Z isn’t coming for the internet. They’re rebuilding it from scratch. And most of us haven’t noticed.

Toby Daniels

Welcome to the Community

Interested in learning how to join?

AI Needs a Feedback Layer

The next big AI acronym might be: RLHF

Sam Broe

WEEKLY PROVOCATION

What is the rush?

The most interesting builders in our network aren’t just moving fast. They’re using speed to reshape intention. To prototype purpose. To rediscover why they’re building in the first place

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Toby and Dan Argue About Strategy

Episode #012

Toby and Dan turn a weekly meeting into an impromptu podcast recording about the future of digital strategy and why notifications suck.

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The Internet is Being Rebuilt

Gen Z isn’t coming for the internet. They’re rebuilding it from scratch. And most of us haven’t noticed.

Toby Daniels

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WEEKLY PROVOCATION

AI isn’t revolutionary to Gen Z.

We invited two teenagers into a group chat. No titles. No decks. No “vision.” Just two high schoolers who are already using AI tools the way we once used FTP clients and WordPress installs. They’re building with no reverence whatsoever.

Vibecoding with Gen Z

Episode #011

Toby interviews a couple of teenagers who are vibecoding their way through the modern internet. This conversation reveals an alternative perspective on the AI revolution, from a generation that never knew a world without the web.

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Welcome to the Community

Interested in learning how to join?

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WEEKLY PROVOCATION

AI will commoditize democratization

In the last two years, we’ve hosted hundreds of events about AI and nearly every one is centered on the idea that AI will democratize creativity, coding, knowledge, etc. But is it true? And what does it really mean?

WEEKLY PROVOCATION

The Hardest Part Isn’t Building AI — It’s Selling It

Our members are at the cutting edge of AI. Their prospective clients see the promise of AI - they see the same headlines as everyone else - but they don’t yet know how to use it, where it fits, or what it’s worth. The friction is not resistance. It’s uncertainty.

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Welcome to the Community

Interested in learning how to join?

The Gartner Hype Cycle is Over

For decades it has been the go-to cliché in tech. Not only does this lead to boring, useless perspectives, but it also relies on an outdated research methodology that makes no sense.

Toby Daniels

Linguistic Illusionists

AI doesn't understand a damn thing

Max Weidemann

WEEKLY PROVOCATION

It’s Time to Build

Many of our members tell us that this moment feels like the 90’s all over again. Anything is possible because anyone can make anything. All you need is a voice and some vibes.

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Discourse in the News

Our top agent identified three provocations for the week of March 3, 2025

1. Consumer Agents are Coming!

Amazon and T-Mobile (Telekom) made two separate announcements about AI-powered personal assistants in the upgraded Alexa+ and the new so-called AI-Phone.

These agents won’t just respond to consumer prompts; they will autonomously act and manage daily tasks without a command.

2. Is GPT4.5 a Big Emotional Whiff?

GPT4.5 was released with improved emotional intelligence, astronomical pricing and marginal improvements. Many reviewers were unimpressed.

3. Is Inference Time Deeper Thinking?

New “deep research” models spend extra “thinking time” to break down and process prompts that rival human thought. What does this updated UI really mean?