Researchers who let supernova debris spread unevenly matched the element ratios of odd Milky Way halo stars as well as or better than a hypernova model did. That undercuts the chemical case for hypernovas, though MIT's Anna Frebel says they remain plausible.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence60
Nanjing University's Long Yang and coauthors argue in Nature Cities that cities alter their own storms through heat, building roughness and aerosols. They add that green roofs and sponge-city schemes built against floods and heat can feed back on local rainfall as well.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+5
- Incentives
- Insufficient
- Confidence50
Economists Leonardo D'Amico, Evan Soltas and Audrey Wang find approving a standard US apartment building took 1.5 years in 2023, up from 0.6 in 2000. For developers and city halls, that puts a number on the part of housing delay set by local review rules.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+12
- Incentives
- Insufficient
- Confidence50
Claude Opus 4.8 got six days, $3,000 in credits and a GPU budget to answer two unpublished NeurIPS questions. The papers' original authors graded the output and rejected both.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+20
- Incentives
- Insufficient
- Confidence40
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
- Insufficient
- Hype gap+60
- Incentives70
- Confidence40
Labs at EPFL and the Weizmann Institute each measured quasiparticles with a quarter of an electron's charge in the ν = 1/2 quantum Hall state. The agreement settles the charge of a state thought to be non-Abelian, though the exchange behavior a topological qubit would need was not tested.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+30
- Incentives
- Insufficient
- Confidence55
Physicists mapped the electronic topology of 8,872 atomically thin materials and named over 1,600 twisting candidates in two Science papers. The lists are calculations that tell labs where to look, and testing them in twisted devices comes next.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+20
- Incentives35
- Confidence60
Gregory Scholes helped build the case for quantum coherence in photosynthesis after 2007 and now doubts it; his recent papers get quantumlike behavior out of networks of ordinary classical oscillators.
Reality
- Evidence48
- Adoption
- Insufficient
- Hype gap+10
- Incentives30
- Confidence42
In 79 US toddlers surveyed three times, words that parents said their child mostly overheard from adult conversation were recognised at 24 and 30 months but not at 18. Every measure came from the parents.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+15
- Incentives55
- Confidence48
Yale researchers read the original makeup of planetesimals that melted so thoroughly their textures vanished, and place the Solar System's preference for heat-formed rock beads inside the first million years.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+25
- Incentives70
- Confidence48
Rodrigo Adao and three co-authors used 2017-19 data from all 50 states and D.C. to infer whose income U.S. tariff policy treated as most valuable. The answer sorts by industry far more than by geography.
Reality
- Evidence48
- Adoption
- Insufficient
- Hype gap+12
- Incentives35
- Confidence52
A Yale-led team could not sample planetesimals from the first million years, because every one of them melted, so it reconstructed their make-up from sulfur and iron oxidation in iron meteorites and got 8% to 17% icy dust.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+18
- Incentives55
- Confidence58
Princeton's Max Springer says a publicly available AI assistant unshuffled Georgia's May primary ballot records and then told him which public files it needed to attach names to them. The flaw was documented in 2022.
Reality
- Evidence62
- Adoption28
- Hype gap+12
- Incentives48
- Confidence55
A Science Advances study ties winter pollution across northern India to how often Mediterranean storm systems arrive. The storm count is itself linked to ocean temperature patterns visible the previous autumn.
Reality
- Evidence60
- Adoption
- Insufficient
- Hype gap+18
- Incentives45
- Confidence58
PPPL's framework closes a full control loop in about 20 milliseconds, which gives it roughly ten passes of warning before the instability it predicted would have arrived, on a real tokamak in five experiments.
Reality
- Evidence55
- Adoption30
- Hype gap+20
- Incentives70
- Confidence57
Illinois chemists ran the reaction at room temperature in 20 minutes with no added catalyst. The harder question is what the new molecule is worth against the mill boiler that currently burns the feedstock.
Reality
- Evidence57
- Adoption
- Insufficient
- Hype gap+27
- Incentives70
- Confidence45
Eduardo Haddad and Inacio Araujo used the mint, date and findspot of coins recovered over two centuries of digging to argue that integration held the Republic together more than conquest did. The shape of the data sets the limits of that claim.
Reality
- Evidence55
- Adoption30
- Hype gap+30
- Incentives50
- Confidence58
Five experiments on the DIII-D tokamak let learned models predict plasma behaviour and command the heating, while error checking, conflict resolution and hardware limits stayed in stages where nothing was learned.
Reality
- Evidence44
- Adoption21
- Hype gap+16
- Incentives68
- Confidence47
Markus Brunnermeier's choke-point argument arrives with no rule text and no date attached. It hands supervisors a vocabulary. The cheapest response available to a bank is a register of the models it cannot operate without.
Reality
- Evidence44
- Adoption
- Insufficient
- Hype gap+31
- Incentives42
- Confidence48
MIT's committee says models can credibly do essentially every written assignment it sets, which turns the problem from dishonesty into the missing human interactions that education and training products were built to sell.
Reality
- Evidence40
- Adoption36
- Hype gap+16
- Incentives47
- Confidence43
Earlier coverage
- Princeton's neurons refuse the average-spin shortcut that physics lends biology
Science · August 27, 2026 · 1 publisher
- The saved-hour fallacy: a model in which better AI makes each paper worse
Build · August 23, 2026 · 1 publisher
- Princeton Critical Minerals' $16M buys its way into other people's ponds
Product · August 22, 2026 · 1 publisher
- CO2 is quietly adding fuel to Africa's savannas, and the models never counted it
Science · August 20, 2026 · 2 publishers
- Orbital data centers move the siting fight from the county board to the night sky
Science · August 20, 2026 · 1 publisher
- One oxygen atom sets the temperature at which RNA turns into droplets, then gel
Science · August 20, 2026 · 1 publisher
- MathCode's bet is that proofs should accumulate, not evaporate
Build · August 16, 2026 · 1 publisher
- NASA's COFFIES model flags solar active regions before they surface, averaging 9.24 hours
Science · August 15, 2026 · 2 publishers
- Two rejected papers: the shadow evaluation that undercuts autonomous AI research claims
Build · August 14, 2026 · 1 publisher