buildOne report1 publisher LSCBench finds the best coding agent writes working, secure code on 25.1% of tasks
Six coding agents pass 73.6% to 91.3% of LSCBench tasks, but the best writes working, secure code on only 25.1%, NUS and Alibaba researchers found. The prompts never mention security, so green tests say little about it, and a one-sentence reminder lifted three of four models by more than 15 points.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+15
- Incentives35
- Confidence62
Iron atoms give an air-stable 2D semiconductor magnetism that a gate voltage can tune
NUS-led researchers doped iron into nonmagnetic PtSe2 and used a gate voltage to tune its six-layer Neel temperature from about 25 K to 55 K. Order strengthens as carrier concentration falls, so a gate gives direct control in an air-stable 2D film.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence58
Singapore lutetium clock measures the second about four times more accurately than any before it
National University of Singapore physicists report in Nature a lutetium clock that measures a second about four times more accurately than any before it. It still fills a laboratory, so field uses such as monitoring magma underground wait on a transportable version.
Reality
- Evidence45
- Adoption4
- Hype gap+25
- Incentives
- Not scored
- Confidence50
buildOne report1 publisher Search agents keep calling tools after judging the results useless, a 90,000-episode study finds
Researchers at NTU, NUS and CMU found seven models judged useless search results correctly 97% to 100% of the time yet kept searching anyway. For operators, a spending cap holds only when the runtime enforces it by taking the tools away.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+30
- Incentives
- Not scored
- Confidence35
Winding annual-report narratives from loss-making firms track later earnings upturns
Cornell researchers found that winding MD&A narratives from loss-making firms tracked later earnings upturns across more than 13,000 SEC filings. The link is a correlation whose value goes mainly to investors with the time and tools to process a narrative that keeps circling back.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+20
- Incentives35
- Confidence50
Nikon is re-reviewing its Small World in Motion winner after scientists said the microscope video shows structures that do not occur in biology. Its ruling on whether neural-network coloring counts as banned generative AI rests on documents the entrant supplied after he won.
Perspective Coverage
4 publishers
- Builder
- Builder 30%
- Operator
- Operator 64%
- Investor
- Investor 6%
Reality
- Evidence60
- Adoption
- Not scored
- Hype gap+25
- Incentives55
- Confidence60
Murray Barrett's group at Singapore's Centre for Quantum Technologies spent more than a decade on an element no other timekeeping lab uses, and now reports one part in 10^19 for a single lutetium ion clock. A redefinition of the second is expected in or after 2030.
Perspective Coverage
3 publishers
- Builder
- Builder 56%
- Operator
- Operator 27%
- Investor
- Investor 17%
Reality
- Evidence65
- Adoption5
- Hype gap+25
- Incentives
- Not scored
- Confidence60
Lutetium clock sets an accuracy record ahead of the second's expected 2030 redefinition
Physicists including Singapore's Murray Barrett report in Nature a lutetium-176 clock accurate to the 19th digit, 41% better than the prior record. The team pitches lutetium as cesium's successor in defining the second, where its tolerance of heat may count as much as the record.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+25
- Incentives40
- Confidence50
Dyson spent six years on a toothbrush whose camera finds the gaps between your teeth and squirts them, and the first outside reaction asks the question every premium sensor upgrade has to answer: who this is for.
Perspective Coverage
12 publishers
- Builder
- Builder 36%
- Operator
- Operator 49%
- Investor
- Investor 15%
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+30
- Incentives60
- Confidence62
Washington funds study on possible $14 billion subsea cable to Thailand, as state telco seeks co-investors
The US Trade and Development Agency agreed on Sept. 14 to fund a feasibility study for a trans-Pacific cable routed clear of the South China Sea. National Telecom in Bangkok has to assemble the consortium that pays for it.
Reality
- Evidence52
- Adoption15
- Hype gap+35
- Incentives62
- Confidence50
Heating only the electrons in twisted graphene raises its resistance by kilohms
Warming a metal's electrons without warming its atoms is hard to arrange. A team at the National University of Singapore managed it in twisted bilayer graphene with 0.14-terahertz light, then read the resistance.
Reality
- Evidence68
- Adoption
- Not scored
- Hype gap−5
- Incentives40
- Confidence62
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
Singapore answers a 0.87 fertility rate with about S$343 a month per child
The SG Child Support Package totals almost S$70,000 by age 17. In steady state that is roughly S$2.1 billion a year, about ten times the public AI research line. The researchers behind it doubt cash moves family size.
Reality
- Evidence52
- Adoption
- Not scored
- Hype gap+14
- Incentives58
- Confidence44
Sleep tech turns rest into evidence, and employers are the ones who will need rules
Three bioethicists writing in Nature say sleep enhancement could make rest an auditable obligation. A Dutch regulator already found that employees cannot freely consent to sleep tracking.
Reality
- Evidence52
- Adoption26
- Hype gap+18
- Incentives34
- Confidence54
Cells keep a record of the stiffness they came from, and NUS names the switch: NFATC2
A team at the National University of Singapore primed cells on soft or stiff gels, then made them squeeze through microchannels. The soft-primed ones were over 60% faster days later.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+14
- Incentives62
- Confidence48
NUS gives up on recovering the carbon fibre and sells the whole composite scrap as aerogel
A National University of Singapore team grinds fibre and cured epoxy together, binds it with cellulose and freeze-dries the result. The scale-up problem is now drying, not chemistry.
Reality
- Evidence52
- Adoption4
- Hype gap+28
- Incentives66
- Confidence48
A model that fills in America's flood map gaps puts 11 million more people in hazard zones
An NUS and Tsinghua team says official US flood records may omit about 11 million residents and 4.1 million buildings. Insurers and planners are budgeting against that gap.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+30
- Incentives68
- Confidence45