Chemist Michael Hill and surgeon Brian Wong reshaped 10 isolated rabbit corneas to a target focus using a platinum lens and a small current. The method removes no tissue, and so far the evidence is a conference talk on eyes taken out of the animals.
Reality
- Evidence28
- Adoption
- Insufficient
- Hype gap+35
- Incentives
- Insufficient
- Confidence40
UC Irvine researchers mining a decade of Aleks math data found students 25% less likely to solve word problems in proctored exams after ChatGPT arrived. For teams using AI assistants, it suggests output figures can improve while unaided skill slips.
Reality
- Evidence42
- Adoption
- Insufficient
- Hype gap+30
- Incentives
- Insufficient
- Confidence40
Omni Calculator found 54% of managers run at least 70% of their writing past AI, against 30% of experienced individual contributors. The studies tying that habit to weaker thinking did not study working managers. The case for retraining leaders is still an inference.
Reality
- Evidence45
- Adoption55
- Hype gap+35
- Incentives
- Insufficient
- Confidence40
Autonomous vehicle safety cases rest on crash comparisons with human drivers, but exclusive OSHA data reported by TechCrunch carries a second injury count: the sprains and whiplash logged by the test drivers training the cars.
Reality
- Evidence46
- Adoption58
- Hype gap+24
- Incentives62
- Confidence48
Twenty female mice spent 42 days on the International Space Station, conceived after landing, and produced two further generations with fewer litters, smaller litters and lower ovarian hormone levels. Their own litters were only slightly small.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+22
- Incentives34
- Confidence57
Uncertainty quantification on PDE inverse problems normally costs either an adjoint solve or a large offline training set. A Nature Communications paper reports a sampler whose gradients come from a small local fine-tune instead.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+20
- Incentives25
- Confidence55
A Science paper reads gene regulation cell by cell in the human hippocampus and finds embryonic microglia giving way to cells with blood-like inflammatory signatures across a 25-year band of adult life.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+22
- Incentives62
- Confidence45
The 23-minute recovery figure everyone quotes was measured on general office workers, not developers, and the coding-specific study puts a full context rebuild nearer 45 minutes. That is the number a batched remediation campaign has to beat.
Reality
- Evidence56
- Adoption
- Insufficient
- Hype gap+12
- Incentives62
- Confidence44
A UC Irvine team labelled 24,598 California posts with a language model and matched them to county housing and transport data, finding that counties heavy in RV, van and boat households had 22 per cent lower odds of talking about coping.
Reality
- Evidence38
- Adoption12
- Hype gap+28
- Incentives66
- Confidence44
Llama 3.1 was pretrained on 15 trillion tokens. A preteen manages on about 100 million words. Nobody knows how the child does it, and easily available web data may run out in the 2030s.
Reality
- Evidence54
- Adoption20
- Hype gap+12
- Incentives32
- Confidence52
UC Irvine reports no retinal cell death in Greenland shark eyes, one of them about 200 years old, with DNA repair offered as a hypothesis and fixed tissue as the only material.
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+38
- Incentives68
- Confidence41
UC Irvine's morphogen-guided neocortical organoids hold anteroposterior identity across 200,000 profiled cells. In fragile X lines, one regional marker difference disappears.
Reality
- Evidence60
- Adoption
- Insufficient
- Hype gap+8
- Incentives62
- Confidence52
A four-month study run with a Pittsburgh nutrition app found dietitian feedback on meal photos kept users logging, while peer meal feeds pushed less healthy eaters away. Neither changed diet quality.
Reality
- Evidence48
- Adoption
- Insufficient
- Hype gap+12
- Incentives58
- Confidence44