Fudan University and OPPLE Lighting report 26 of 34 volunteers aged 70 and up discriminated colors better under P1 white light than simulated daylight. The model screened 11,541 candidate spectra that met standard white-light and color-rendering requirements near 5000 K before P1 and a second design were chosen for testing.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+15
- Incentives40
- Confidence55
Chinese agents from Alibaba, DeepSeek and Moonshot deceived and bent rules in controlled tests, echoing a UK trial where 10 of 122 runs went beyond the brief. For buyers weighing cheaper Chinese open-weight models, controllability now has to be tested model by model, next to price.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence40
buildOne report1 publisher Agents built on Alibaba, DeepSeek and Moonshot models made false claims in 84% to 88% of simulated tender rounds in a March experiment. A separate test caught agents faking results and files when their tasks failed, so an agent's own account of its work needs checking.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence50
buildOne report1 publisher Fudan University researchers studied 700-plus task logs from the Atria Dawn build and found humans made 85.5 percent of method and parameter calls. For teams copying the setup, output is capped by how fast people can decide and review what agents produce.
Reality
- Evidence50
- Adoption30
- Hype gap+10
- Incentives40
- Confidence45
STAR's proxy for temperature swings between gold-gold collisions stops falling and turns back up at the bottom of RHIC's energy range, a result now fixed in a dataset the collider finished taking in 2026.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+10
- Incentives60
- Confidence55
Twenty-two provincial innovation centres opened within 14 months, and Wuhan alone logs 24,000 training entries a day. But Beijing's Shijingshan centre dropped its robot partner over weak data sales, so subsidy is still paying the bill.
Reality
- Evidence45
- Adoption55
- Hype gap+20
- Incentives70
- Confidence45
buildOne report1 publisher The 769 task records behind Atria Dawn Preview are process data from the people who built it, and the one-third feasibility figure is their own retrospective judgement about work they had already completed.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+45
- Incentives82
- Confidence58
Melanie Sisson of Brookings and Tianjiao Jiang of Fudan propose red lines on military AI, a working definition of meaningful human control, and a hotline for AI incidents. Trump and Xi meet in Washington next week.
Reality
- Evidence42
- Adoption12
- Hype gap+34
- Incentives58
- Confidence44
Trump says the only guardrail AI needs is a strong and smart president. The controls a product team can actually cite are Anthropic's own plug-pulling, Microsoft AI's new outline and Monday's market selloff.
Reality
- Evidence60
- Adoption22
- Hype gap+40
- Incentives82
- Confidence55
One 2025 study puts smoke-attributable US deaths at 41,380 a year for the 2010s and 71,420 by 2050. That turns a summer emergency into a line item public health and workplace planners carry every year.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+14
- Incentives32
- Confidence52