David Baker's University of Washington group tested 135 AI-designed zinc proteases, and 36% cut their target peptides. Cysteine designs fared worse, with 13 of 69 cutting theirs, and both rates come from a bacterial screen.
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence68
Software that screens Rubin spin data flags a 2.5 km asteroid that appears to rotate every 4.18 minutes
University of Washington researchers' new software flagged a 2.53 km asteroid, 491384, that appears to rotate every 4.18 minutes in Rubin data. A spin that fast would demand internal strength well beyond a rubble pile's, but the paper is a preprint.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence50
CT scans of museum birds show gannet neck bones are stockier and carry an extra joint facet
University of Washington researchers found an extra joint facet on neck vertebrae two through six in gannets and boobies. The authors read it as a brace for dives at 70 mph, an interpretation drawn from bone geometry.
Reality
- Evidence60
- Adoption
- Not scored
- Hype gap+8
- Incentives
- Not scored
- Confidence55
Lancet Commission names malicious AI and nuclear conflict as extinction-potential health threats
Lancet Commission experts modeled 17 global health threats through 2100 and rated two, malicious AI and nuclear conflict, as carrying extinction potential. Obesity leads on avoidable burden at 23.1 billion disability-adjusted life-years, the gap between best and worst case by 2100.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence50
buildOne report1 publisher Self-edited context lifts Qwen3.5-9B from 28.8% to 42.5% on BrowseComp-Plus
Meta, MIT and University of Washington researchers let models rewrite their own context, lifting a trained 9B model from 28.8% to 42.5% on BrowseComp-Plus. The gains come from specified benchmark tasks, and rewriting earlier context invalidates the model cache, so we would keep hand-built compaction pipelines as the production default.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence40
Teams led by HHMI's Jonathan Weissman and Jay Shendure reconstructed family trees spanning millions of cells in developing mice, reported in Science. Each lab had the cells record their own divisions in DNA, a first step toward mapping a mammal the way the roundworm was mapped.
Perspective Coverage
3 publishers
- Builder
- Builder 67%
- Operator
- Operator 27%
- Investor
- Investor 6%
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap+25
- Incentives
- Not scored
- Confidence68
Flu cases in western US states have climbed since early September, weeks ahead of the usual October or November start. Nature reported that researchers are examining an H1N1 mutation, G155E, though the evidence so far is a small Seattle sample and an unreviewed preprint.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence55
New wavepacket algorithm brings a simplified particle collision onto a 104-qubit IBM processor
Caltech and University of Washington physicists simulated a particle collision on a 104-qubit IBM chip using a more efficient way to prepare wavepackets. The test used a simplified one-dimensional theory, so it shows the preparation step that had blocked such runs now fits on current hardware for toy models.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence55
University of Washington researchers put the dust in Mars's north polar surface ice near 3% by mass, down from earlier estimates as high as 25%. Cleaner ice is brighter and should vaporize more slowly, so the figure bears on Mars climate models.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+12
- Incentives25
- Confidence60
buildOne report1 publisher UW and Meta's Context Language Models beat Codex-style summarisation by six points on BrowseComp-Plus
UW and Meta researchers report 59.4% on BrowseComp-Plus for a model that edits its own context, against 53.4% for Codex-style summarisation. The edited file is thrown away when the task ends, so memory that lasts across tasks is still the builder's job.
Reality
- Evidence42
- Adoption8
- Hype gap+12
- Incentives
- Not scored
- Confidence45
NASA's SWOT satellite can measure water levels along most of 800,000 km of Asian canals
University of Washington researchers say NASA's SWOT satellite can measure water levels on more than 85% of 800,000 km of Asian irrigation canals. The mission was never designed for canals, so the map points to monitoring from hardware already in orbit, with its scores checked against US canal measurements.
Reality
- Evidence55
- Adoption8
- Hype gap+35
- Incentives45
- Confidence55
Meta's teen limits and New York's classroom AI ban face Prohibition's old problem
Qustodio says Australian teens were back online at pre-ban levels within months of the under-16 social media ban, largely via false ages and VPNs. Meta's teen limits, New York City's classroom AI ban and any workplace AI rule written for company devices face the same test.
Reality
- Evidence40
- Adoption35
- Hype gap+30
- Incentives45
- Confidence40
Misleading summaries rewrite what eyewitnesses recall of a crash even when readers know AI wrote them
Georgetown and University of Washington researchers found misleading AI summaries cut recall of a crash video's key details from 83.6% to 44.8%. Knowing the text came from AI did not protect readers who had watched the event themselves.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+25
- Incentives
- Not scored
- Confidence50
A University of Washington team ran roughly 15,000 streams through four clump-free Milky Way analogues for five billion years and got the gaps and kinks usually read as subhalo signals. The host galaxy is now a control.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+15
- Incentives30
- Confidence60
Pulsar Fusion aims for a 2027 fusion-drive demo in space after a brief krypton plasma test
Pulsar Fusion plans a 2027 space demo of a fusion engine that has so far briefly held krypton plasma in place. Helicity Space's CEO says space travel will change within a decade, though the only engine test described so far made plasma and reported no fusion.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+60
- Incentives70
- Confidence40
Warming from 178 carbon majors persists to 2500 in a University of Washington model
A PLOS Climate study subtracts the top producers' emissions through 2024 from two runs of the FaIR model and finds their contribution to global temperature is about the same whether future emissions fall or keep climbing.
Reality
- Evidence56
- Adoption
- Not scored
- Hype gap−10
- Incentives58
- Confidence44
Nightclubs and court systems are banning the smart glasses Meta has sold by the millions
A former Google XR researcher told Gizmodo the stigma on smart glasses traces back to the camera they were built around. Bars and courts are already acting on that, and Meta's answer so far is a small indicator light.
Reality
- Evidence35
- Adoption55
- Hype gap+30
- Incentives60
- Confidence45
Priscilla Martinez's team pulled the tooth from a marine deposit at El Morro in northern Chile. Freshwater fish, gavials and palm phytoliths from the same beds carry more of the argument than the tooth does.
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap+20
- Incentives30
- Confidence65
AI BioDesign promises a database of molecules evolution never made
The Allen Institute, the University of Washington and Fred Hutchinson are building models and databases of designed proteins. David Baker told WIRED the field usually sees that something works before it knows why.
Reality
- Evidence34
- Adoption
- Not scored
- Hype gap+45
- Incentives66
- Confidence52
High glucose drove inflammation in human kidney organoids that have no immune cells
In Stem Cell Reports, a team led by Benjamin Freedman reports that stem-cell-derived kidney organoids, which contain no immune cells and no blood vessels, shed podocytes in high-glucose media, and that blocking MIF or TNF-alpha protected them. The pattern resembles what patient biopsies show.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+12
- Incentives55
- Confidence55