AI Solved Battery Lifespan Predictions.
A deep-learning system compared early charge patterns across battery types and conditions to make more transferable lifespan predictions.
Promising evidenceSee what changed →
Jobs, tools & money · Topic hub
Work
AI that could change how people do their jobs, make decisions, build products, manage risk, or spend time and money.
The useful question
Does this help someone make a better decision, avoid waste, or do valuable work with less friction?
What we watch for
- A real workflow rather than a polished demo
- Time or money saved without hiding new costs
- Clear accountability when the system is wrong
- Evidence that workers benefit—not only the organization
Briefs in this topic
6 useful changes so far.
AI Solved Five-Day Flood Warnings.
A global forecasting model extended the reliability of today's flood nowcasts several days into the future and now supports public warnings in more than 80 countries.
Strong evidenceSee what changed →
AI Solved Better 10-Day Weather Forecasts.
GraphCast beat a leading conventional forecast on most tested variables and pressure levels, then produced a global 10-day forecast in under a minute.
Promising evidenceSee what changed →
AI Solved the New-Hire Learning Curve.
A real-world rollout gave customer-support agents AI suggestions—and the largest gains went to newer, less experienced workers.
Promising evidenceSee what changed →
AI Solved Cutting Flight Contrails.
In a small randomized field test, pilots used AI-informed altitude changes and produced 54% fewer detectable contrails per flight-kilometer.
Strong evidenceSee what changed →
AI Solved 214 Million Protein Shapes.
AlphaFold's public database now gives researchers predicted structures for more than 214 million protein sequences—nearly the full catalog science already knows.
Promising evidenceSee what changed →