Georgia Tech and Emory researchers found the gut site where a lipid-nanoparticle mRNA dose lands, cheek to rectum, changes which organs it reaches in mice. That turns the delivery site into a tool for aiming oral vaccines at lymph nodes or GLP-1 therapy at the pancreas.
Reality
- Evidence52
- Adoption
- Insufficient
- Hype gap+28
- Incentives68
- Confidence45
Georgia Tech-led research found rents in California and Florida ran 6.5% to 12.5% above expected levels four years after a natural disaster. The rise spread through the broader rental market, so tenants in undamaged homes faced it too.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence50
build1 publisherOne report Researchers from five institutions lifted a student model 5.34 points over a control on HumanEval+ using 5,664 one-word answers from a code-tuned teacher. None of those answers contained code, so a filter that screens outputs for task content would have passed every one.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence40
The group swapped non-degradable titania for three polymers already used in microneedle patches, then measured how much more drug got into pig skin after a 10-second or 30-second rub.
Reality
- Evidence52
- Adoption15
- Hype gap+22
- Incentives68
- Confidence55
A Science Advances platform pairs a tonsil-derived lymphoid organoid with a vascularized bone marrow chip whose endosteal and perivascular layers let researchers image human antibody-secreting cells at resolutions living human marrow will not allow.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+18
- Incentives55
- Confidence52
build1 publisherOne report ByteDance's Seed team and collaborators had 18 models write their own agent scaffolding and then rewrite it from task feedback. The held-out gains they report land inside the fluctuation band of their own evaluation.
Reality
- Evidence34
- Adoption14
- Hype gap+44
- Incentives61
- Confidence41
Six exempt projects in 2020 became 27 by 2024 while the state's own agency stopped reporting an annual revenue-loss figure in FY2023, which is the one number a legislature would need to defend the program or repeal it.
Reality
- Evidence57
- Adoption78
- Hype gap+14
- Incentives66
- Confidence61
The effect turned up first in a bead-chain simulation with no muscles and no nervous system, which suggests the speed-up is physics rather than something the animal decides, and it points robot designers at body stiffness.
Reality
- Evidence74
- Adoption
- Insufficient
- Hype gap+14
- Incentives55
- Confidence70
A Georgia Tech group reports in Science Advances that limbic regions grow together as the neocortex shrinks, a pattern that fits a shared wiring budget better than the old story of reason stacked on instinct.
Reality
- Evidence32
- Adoption
- Insufficient
- Hype gap+34
- Incentives70
- Confidence38
build1 publisherOne report The samples are real and so is the physics, but SKC's Absolics panels are still being reliability-tested in Taiwan, and Intel, which promised glass in 2023, now points its own deployment at around 2030.
Reality
- Evidence63
- Adoption14
- Hype gap+42
- Incentives72
- Confidence58
A Georgia Tech economist puts the erosion at more than half in many Western states, with health damages running to $130 billion a year. The productivity losses are the part nobody books.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+22
- Incentives58
- Confidence41