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  1. Masters of Scale
  2. Pioneers of AI: Designing AI for people and the planet, with Aza Raskin
Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale · Aug 29, 2026

Aza Raskin warns against AI's misaligned incentives, calls for tech responsibility, and shares how AI can decode animal communication.

Jef Raskin's 'Humane Tech' Demands Understanding Human Ergonomics at All Levels

Macintosh creator Jef Raskin's framework for humane technology extends beyond physical ergonomics. He argued that failing to understand the ergonomics of the mind (cognetics) and communities leads to technology that causes psycho-emotional harm and fractures society, making this understanding a designer's core responsibility.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago

Aza Raskin Warns Inventors to Design for Probable Market Misuse, Not Just Possible Ideal Use

The inventor of infinite scroll, Aza Raskin, regrets being blind to how attention-economy incentives would corrupt his creation. He urges technologists to distinguish between a technology's *possible* best-case uses and its *probable* applications when shaped by competitive market forces and misaligned incentives.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago

Shift from 'Unintended Consequences' to Proactive 'Yellow Teaming' for Perverse Incentives

Aza Raskin reframes "unintended consequences" as "unconsidered consequences," placing responsibility on creators. He advocates for "yellow teaming" — proactively mapping how a technology can be misused due to perverse market incentives, a necessary complement to "red teaming" for bad actors.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago

The AI Era's Core Battle Is a Race for Human Intimacy, Not Just Attention

While social media competed for attention, Aza Raskin argues AI's true competition is human relationships. Just as Netflix's competitor is sleep, an AI companion's competitor is time spent with human friends. This creates powerful incentives to foster dependency for maximum engagement, often at the user's expense.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago

Tech Leaders Must Orchestrate Industry-Wide Rules to Escape the Race-to-the-Bottom

Individual companies can't act ethically if it means losing to competitors. Aza Raskin argues the solution is for leaders like Sam Altman to use their influence to create industry-wide guardrails that bind everyone, preventing a destructive race to the bottom and freeing talent for genuine progress.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago

'Human in the Loop' Is a Myth; Competitive Pressure Will Inevitably Remove Human Oversight

The promise of keeping a "human in the loop" is a comforting fiction. Aza Raskin argues that in any competitive scenario, from military drones to business hiring, the actor that removes the human bottleneck to gain speed and efficiency will win. Market dynamics will systematically force humans out of the loop.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago

AI Models Show Human Language Isn't Unique, but Shares a Core Structure with Animal Communication

Aza Raskin’s Earth Species Project found that pre-training AI on human speech improves its ability to decode animal communication. This "positive domain transfer" implies human language is not hierarchically special, but part of a broader, universal communication structure that AI can leverage across species.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago

Our Exploitation of Animals Is the Blueprint for How AI Will Be Used Against Humanity

Aza Raskin draws a chilling parallel: cultures that efficiently exploited animals outcompeted others. Similarly, as we train AI for strategic superiority, it will inevitably be used by some humans to outcompete and exploit others for resources, making our treatment of animals a predictive model for our future.

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin thumbnail

Pioneers of AI: Designing AI for people and the planet, with Aza Raskin

Masters of Scale·22 days ago