In the early 2000s, traditional businesses looked at the internet and saw a powerful new marketing channel. They built websites, uploaded digital catalogs, and digitized their existing processes.

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In the early 2000s, traditional businesses looked at the internet and saw a powerful new marketing channel. They built websites, uploaded digital catalogs, and digitized their existing processes.

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AI built for autonomy crowds people out, making us passive observers of what’s coming. We’re building toward a different future.
35% of American households are using AI to find information. 14% of people trust that information.
We need an OSHA
This isn’t just a tools problem. Better models and interfaces will help. But the deeper problem is organizational: how do you arrange people, machines, incentives, and attention when cognitive work is suddenly cheap to generate but still expensive to absorb?
That is the next design frontier. Not “how do we add AI to this workflow?” but “what should this workflow become now that AI exists?” And then - what guards do we want, and need, for this? This is a social problem as much as a technical one, now.
The new machines are here. It’s up to us to figure out how to layout the factory and use them safely.
A power-user’s guide to turning OpenAI’s coding agent into an operating system for knowledge work, including setup, workflows, and a seven-day starter plan

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A solution for our chaotic Monday meetings changed what we ship customers
AI is not just changing the bottom of the org chart; it’s also reshaping the top. Senior leadership, executive, C-suite, and board roles are being redefined just as profoundly as entry-level roles, though the change is quieter and more structural. For example, there’s little risk that the CFO role disappears, but also a very small probability that the attributes, skills, and behaviors that made CFOs successful or effective in the past continue to make them successful or effective in the future. The implications of this are profound, forcing organizations to hire and promote senior leaders less for what they have done in the past, and more for what they could do in the future. To understand the broad impact of AI on leadership, it is useful to shift from seeing AI as a tool (or range of tools) to a leadership challenge—if not the defining leadership challenge of our times. Thus, the key question is not so much about the leaders who can help organizations with the technical or tactical aspects of AI (including implementing it and driving adoption), but rather about the range of skills, values, and behaviors leaders need to display in order to navigate the AI age, calling for a new phase or age of leadership altogether.
As AI transforms how work gets done, traditional talent assessments are becoming less effective. Learn why HR leaders need new approaches to measure judgment, adaptability, creativity, and other high-value human capabilities.
The EPOCH Skills
Empathy and Emotional Intelligence
Presence, Networking, and Connectedness
Opinion, Judgment, and Ethics
Creativity and Imagination
Hope, Vision, and Leadership
The Ness Letters are a weekly newsletter by Ness Labs, exploring how we can think better, work smarter, and live happier.

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Defensibility no longer comes from the model alone, or from the wrapper around it. It comes from owning the feedback loop between them: a custom model, post-trained on your data, tuned to your workflow, evaluated by your standards, and improved through real use.
The winners in AI will be the companies whose product and custom model compound together until they become inseparable. Model-harness co-design is the moat, and it only exists if you own your intelligence
Stop renting your intelligence. Own it.
As AI makes product experiences more probabilistic, designers must move beyond interfaces to shape the systems, constraints, and behaviors beneath them.
Many people would like to analyse which jobs, companies and industries are most exposed to AI, and assign scores, build charts, and map that against the progress of LLMs. I think this is mostly impossible: you don’t know how the jobs will change, you don’t know what else will change around this, an
Anthropic just shipped them. Set a PM goal tonight; check the results tomorrow.
The Curiosity Chronicle has quickly become one of the most popular newsletters for growth-minded individuals in the world. Each week, subscribers receive a deep dive that covers topics ranging from growth and decision-making to business, finance, startups, and technology. In addition, subscribers receive The Friday Five, a weekly newsletter with five ideas curated to spark curiosity headed into the weekend.

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You’d assume Anthropic, of all companies, would be running on some self-grown, cutting-edge AI-native sales platform. Maybe a Salesforce killer they built themselves. Maybe Claude baked into …
Today’s leaders face increasing pressure on all sides, and their stress levels are higher now than they were even at the peak of the pandemic. Though stress can sharpen performance briefly, over time it erodes judgment, narrows perspective, and increases the risk of costly missteps. Most leaders have distinct default responses to it. This article outlines the six most common patterns: the calm lighthouse, the reinvention-oriented alchemist, the action-driven firefighter, the disciplined stoic, the relationship-focused diplomat, and the control-driven container. Each style has both strengths and blind spots that pressure can amplify. Leaders can increase their ability to perform under duress by identifying and understanding their default responses and then deliberately expanding their range of reactions—using simple tactics to regulate themselves, share the cognitive load, and alter their style in real time as conditions change.