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  1. One Knight in Product
  2. Barry O'Reilly - How to Keep the Humanity in Artificial Organizations
Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product · Aug 18, 2026

AI doesn't replace leaders; it exposes their decision-making systems. Leverage AI as a thinking partner to enhance judgment, not just automate.

AI Companies and Influencers Use Fear-Based Marketing to Make You Feel Behind

The prevalent narrative that you're losing your job or falling behind is a manufactured fear campaign by Frontier Lab companies with massive marketing budgets and incentivized influencers. The reality of AI adoption is far behind the hype.

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations thumbnail

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

AI Incubator Nobody Studios Proves Startups Now Require Smaller Core Teams

The speaker's AI incubator, Nobody Studios, has successfully reduced its model for startup team sizes from 6-10 people to just 4-6. The new model focuses on core roles like sales, building, customer support, and go-to-market, with AI tools filling the gaps.

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations thumbnail

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

AI's Real Productivity Gain Is Shifting Admin Work to Deep Thinking

Instead of a 100x increase in output, AI's key benefit is shifting the work ratio from 80% admin/20% creative to 40% admin/60% creative. This reclaimed capacity is for deep thinking and better decision-making, not just more activity.

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations thumbnail

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Dyslexic Author Barry O'Reilly Used AI to Reframe Writing as 'Talking'

Instead of struggling with typing, the dyslexic author reframed the task of writing as "creating content." He leveraged his natural trait of talking by recording interviews and using AI transcription, turning a weakness into a hyper-efficient strength.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Use an AI Co-Pilot to Turn All Conversations into a Personal Data Asset

By using a meeting co-pilot consistently, you can capture every conversation and create a personal data asset. This eliminates the cognitive tax of remembering past details, allowing you to be fully present and make high-velocity decisions in the moment.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

AI Exposes Weak Leadership by Revealing Flawed Decision-Making Systems

AI's true role for leaders is not to provide answers but to pressure-test their thinking. If a leader lacks a robust decision-making framework, deferring to AI will expose this weakness. Judgment remains the last uniquely human capability in leadership.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Progeny's CEO Drove AI Adoption by Publicly Sharing His Experiments and Failures

The CEO of NASDAQ-listed Progeny championed AI adoption by using the tools himself daily. He shared weekly updates on what worked and what failed, encouraging grassroots experimentation far more effectively than a simple top-down mandate and license rollout could.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Progeny’s Intern-Built HR Chatbot Became a Powerful Policy Feedback Loop

An HR chatbot built by an intern at Progeny did more than answer employee questions; it created an objective data source of common concerns. This feedback loop allowed the company to adapt its healthcare and benefits policies based on real, aggregated employee needs.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Real-World AI Adoption Lags Far Behind Social Media Hype

Contrary to narratives on social media, real-world AI adoption among senior leaders is nascent. A survey found 61% are beginners, and CFOs are questioning the massive spend on tools like Microsoft Copilot due to usage rates under 1%. You are not behind.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Use AI as a 'Thinking Partner' to Pre-Debate Ideas Before Meeting Stakeholders

A high-value AI use case is as a thought partner. Before a critical meeting, use an LLM to challenge your assumptions, find blind spots, and run scenarios. This lets you enter conversations with a well-formed perspective, leading to higher-quality decisions.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Progeny Programmed a 'CEO GPT' for Executives to Rehearse High-Stakes Meetings

To improve the quality of executive one-on-ones, Progeny created a custom GPT that mimicked its CEO's detail-oriented questioning style. This allowed leaders to pressure-test their ideas and show up better prepared for time-poor, high-stakes conversations.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

AI Creates a 'Processing Tax' on Leaders; Combat it with a 'Slop Policy'

AI makes it easy to generate lengthy documents with little thought. This creates a "processing tax" where the burden of review is pushed onto others, especially executives. Leaders should implement a "slop policy" that treats this behavior as disrespectful of colleagues' time.

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Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago

Start Using AI by Codifying Your Decision-Making Process and Asking for Feedback

A practical first step with AI isn't asking for answers, but improving your process. Write down how you typically make a specific decision—what data you look for, what counter-arguments—then prompt an LLM to identify blind spots and suggest improvements to your framework.

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations thumbnail

Barry O'Reilly - How to Keep the Humanity in Artificial Organizations

One Knight in Product·2 days ago