UK and Swedish respondents rated businesspeople and advocates above scientists on health and education
Manchester and KTH researchers found 6,198 UK and Swedish adults rated scientists above government officials but no higher than businesspeople or advocates. Credibility on technology's consequences did not carry over to health, education or employment.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap−10
- Incentives
- Not scored
- Confidence55
buildOne report1 publisher jitLLM claims 90% of llama.cpp speed by compiling Java bytecode to CUDA kernels
TornadoVM's University of Manchester team says its jitLLM engine runs LLM inference on NVIDIA GPUs from Java at about 90% of llama.cpp's speed. The figure comes from the project's own RTX 5090 recordings, so a JVM team still needs a run on its own GPUs before it retires a Python sidecar.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+35
- Incentives55
- Confidence35
Researcher who shared drafts with Claude questions Anthropic's enzyme-discovery claim
Copenhagen PhD candidate Mario Rodríguez Mestre questions whether Anthropic's Claude independently found an enzyme family his team has studied since 2022. Credit for the find is unsettled, and the case shows how little a scientist can check once unpublished work has gone into a commercial chatbot.
Reality
- Evidence38
- Adoption
- Not scored
- Hype gap+45
- Incentives60
- Confidence40
Manchester picturebook study finds children from age five writing their own human rights
University of Manchester research found children aged five to nine could interpret a human-rights picturebook and write rights of their own. The evidence is qualitative, so it shows what young children can do when given room to talk, though not how often they do it.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence40
Scientists who think technology will largely solve climate change are 23% less likely to petition or protest, an LSE survey of over 9,000 researchers found. The answers are self-reported, and they leave open whether optimism drives the inaction or merely accompanies it.
Reality
- Evidence60
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence58
Heat-sorted nanoregions lift a lead-free ceramic's Curie point to 824 C
Manchester-led researchers say heat treatment split a lead-free bismuth ferrite-barium titanate ceramic into nanoregions that lift its Curie point to 824 C. It brings thin-film interface effects into bulk ceramic, but working temperatures and lifetimes for sensors have not been reported.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+20
- Incentives55
- Confidence40
Chemists have crystallised a uranium Fischer-type carbyne with a uranium-carbon distance of 2.379 angstroms, a bond long sought in f-element chemistry. Their analysis finds bonding related to, but distinct from, that of the transition-metal carbynes known since 1973.
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence66
Manchester's platinum pressure paint shrinks the heat correction wind tunnel engineers still make
University of Manchester researchers made a pressure-sensitive paint that reacts to heat 25% less than the industry benchmark. Wind tunnel teams testing above Mach 5 still have to correct for temperature, only by a smaller amount.
Reality
- Evidence45
- Adoption5
- Hype gap+15
- Incentives
- Not scored
- Confidence50
Blue glow from a gold molecule corrects the temperature error in its red pressure signal
University of Manchester chemists made a gold molecule that glows red for pressure and temperature and blue for temperature alone. Comparing the two colors lets wind-tunnel paint correct its own pressure readings without a separate temperature sensor.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+20
- Incentives40
- Confidence40
Ketterle's group at MIT calculated that the quantum memory the proposed beam relied on is about ten trillion times too brief. They also found that because neutrinos are fermions, its trace suppresses the next emission instead of seeding it.
Reality
- Evidence70
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence65
Retina-inspired sensors are the part of neuromorphic computing that has already shipped
The 20-watt brain frames the ambition of brain-inspired hardware. The working examples are event cameras tracking debris in orbit and a low-power processor sold by Australia's BrainChip, running alongside GPUs.
Reality
- Evidence45
- Adoption32
- Hype gap+25
- Incentives70
- Confidence50
Manchester-led map lays China's extreme rainfall over the cropland and roads it can cut off
A study in Land Use Policy finds exposure concentrated in southwest China and across the Huang-Huai-Hai and Northeast China plains, and it maps where farmland and its road links meet heavy rain without estimating losses.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+18
- Incentives40
- Confidence46
Specific suggestions help explain AI's emotional-support edge in two follow-up experiments
Manchester and Durham researchers had 390 people rate comfort messages without knowing who wrote them, and the AI text scored higher for anger and fear. Human messages carrying the same practical advice were judged just as supportive.
Reality
- Evidence45
- Adoption30
- Hype gap+12
- Incentives55
- Confidence50
VLT spectra catch Sakurai's Object growing a Wolf-Rayet wind 30 years after its outburst
Most stars change too slowly for anyone to watch. Sakurai's Object has moved through a whole stage of stellar death in three decades, and the new measurement says it is recovering more gradually than some models predicted.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+14
- Incentives55
- Confidence52
Manchester team switches off graphene superconductivity by screening its electrons
Screening the Coulomb interaction killed superconductivity in magic-angle graphene outright, which is strong evidence that the electrons do the pairing. It killed the correlated insulators too, narrowing the mechanism debate but not settling it.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap−12
- Incentives60
- Confidence58
SEN support carries more than double the odds of suspension in 19,064 linked pupil records
Manchester's correlates are sharp about which pupils get suspended and quiet about sequence, because the survey answers and the suspension records come from the same academic year, which leaves belonging as plausibly a casualty as a cause.
Reality
- Evidence58
- Adoption30
- Hype gap+18
- Incentives55
- Confidence55
ALMA's first post-dimming image of Betelgeuse finds its brightest hot spot still in place
The first millimetre imaging of Betelgeuse since the 2020 dimming shows an inner atmosphere growing lopsided, and whether its newly found companion shaped that pattern depends on an orbital geometry the team has yet to measure.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+12
- Incentives48
- Confidence52
Approved airport expansions already push UK aviation past its 2038-42 carbon budget share
Tyndall Centre modelling for Friends of the Earth puts the overshoot at 21 to 50 percent before Heathrow enters the sum, and the width of that range shows how much of the expansion case rides on plants nobody has built.
Reality
- Evidence54
- Adoption22
- Hype gap+20
- Incentives80
- Confidence46
A metre-long Devonian scorpion emerges from 150 years in museum collections
Praearcturus gigas carried pincers longer than 16 centimetres and hunted 415 million years ago, before trees and before the high-oxygen atmosphere palaeontologists usually invoke to explain giant arthropods.
Reality
- Evidence48
- Adoption
- Not scored
- Hype gap+24
- Incentives68
- Confidence44
Rewriting 26,000 crowdfunding pitches with AI cut the variation in length and quality by about 80%
The Manchester and Alberta authors argue that easier polish for one founder means harder differentiation for all of them, and they are careful to call their 26,000-pitch exercise an illustration of that argument rather than a test of it.
Reality
- Evidence46
- Adoption
- Not scored
- Hype gap+18
- Incentives55
- Confidence52