Your Efficient Service May Be Someone Else’s Unpaid Work
A service can look efficient because its work has been transferred to users. Audit forms, waiting, repetition, recovery and exclusion as real operating costs.
Category: Opinion
Move Fast—but Put Gates Around Irreversible Decisions
Speed and safety are not opposites. Move quickly on reversible experiments, but add proportionate review gates before decisions that can cause lasting harm.
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.
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.