Effects Analysis Framework: Keep the Cases That Challenge Your Idea
Developing the Effects Analysis Framework means examining counterexamples, comparing attention patterns and separating observed effects from claims of intent.
Category: Opinion
The Public-Service AI Test: Can People Complete the Ordinary Task?
A policy proposal for judging public-service AI through complete user journeys, including people who need a different way to access help.
One Car Every Minute Is a Throughput Claim—Not a Complete Automation Score
Fast production is impressive, but line speed alone cannot reveal how much of a factory is automated. Ask what was counted and where people still contribute.
AI Launch Timing: Why a Strong Model Still Needs Room to Be Understood
A crowded launch week can turn a product introduction into a comparison contest. Here is a practical framework for deciding when that trade-off is worthwhile.
Meet the Antigravity Neural Suit: From Scaler Queen Robot Costume to Lift-Off Concept
A chest control activates the suit, the helmet rises, and lift-off begins. This speculative Scaler Queen concept explores what engineering it would require.
Can the Arrow of Time Reverse Inside a Collapsing Neutron Star? What the Research Actually Means
A mathematical result suggests gravitational and thermodynamic arrows can point in opposite directions during collapse. It does not demonstrate literal backwards time.
The 15% Billboard Principle: Should Corporate Advertising Celebrate Teachers, Scientists and Inventors?
China’s scientist billboards inspired a bigger question: what if advertisers devoted 10–15% of premium public space to teachers, inventors and researchers?
Racism as Civilisational Compute Wastage: When Human Bias Becomes a Systems Bug
Racism is first a moral harm. It is also a systems failure that blocks human knowledge, misallocates opportunity and wastes civilisational capability.
The 100% Yes Experiment: What One Hour of Community Outreach Taught Me About Leadership
After breakfast for the children, I spent one hour taking flyers into local shops. Nobody said no—and the experience changed how I think about leadership.
Can Information Exist Before the Event That Creates It? What Ancient Light Really Means
Distant observers receive old light, but does that mean information predates its event? Mary Oge Chuks separates lookback-time physics from the deeper philosophical question.