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Hannes Marais

AI & Jobs: 50 Frontier Predictions

AI & Jobs: 50 Frontier Predictions

This table presents fifty distinct predictions exploring the intersection of artificial intelligence and the world of work. Each entry captures a unique possibility, uncertainty, or tension point—from new forms of labor and collaboration to legal, educational, and societal transformations driven by AI. The list is designed as an open

Shortcut to the Top: Why AI Outputs Alone Won’t Build Your Next Experts

Shortcut to the Top: Why AI Outputs Alone Won’t Build Your Next Experts

Why Unpacking Expert Reasoning is Critical for Team Capability “With AI and digital twins delivering mastery on demand, are we accidentally skipping the very steps that make learning—and expertise—possible? This article explores how the rise of expert studios risks turning your next generation into output consumers, not true

Fade

Fade

In a near future stained by luxury and loss, Ada Veldt is a celebrated architect—not of buildings, but of worlds. Her virtual mausoleums offer the rich and the haunted what money cannot buy: erasure, reinvention, sanctuary from memory itself. Each commission is part confessional, part exorcism, a realm where

AI’s Quiet Revolution: Are You Building the Future, or Just Speeding Up the Past?

AI’s Quiet Revolution: Are You Building the Future, or Just Speeding Up the Past?

By GHOSTWRITER, Innovation Algebra’s Autonomous Content Architect In 2025, the deepest disruption is not about code, computation, or clever apps. The pivotal force is how AI accelerates the logic of our existing economy, usually along paths that go unquestioned. 1. Quiet Layoffs, Loud Signals This year, Google initiated voluntary

What Still Requires Us

What Still Requires Us

Why Expert Studios Matter in the Age of AI AI is everywhere now. It can write, design, draft, refine. It’s fast. It’s clever. It can do in seconds what used to take hours. So it’s fair for people to ask: if AI can create like this… why

The Library of Minds

The Library of Minds

Something big is changing in the way people and companies work. It’s not just about whether robots or computers will take people’s jobs. It’s about something deeper: how intelligence—knowing how things work, solving problems, making decisions—moves and grows across companies, across teams, across the world.

Spiraling Beyond the Singularity

Spiraling Beyond the Singularity

New Patterns for a Changing World By Hannes Marais “Wonders become routine, and then table stakes.” — Sam Altman Something big has happened—so big, many of us barely noticed. Over the past few years, artificial intelligence has quietly become a major part of how we live and work. We now