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Research lab

Duke University

Private research university in Durham, North Carolina, known for research across medicine, engineering, and the sciences.

Known aliases

  • Duke

Current stories

scienceOne report1 publisher

Trapped-ion simulation finds gluon strings break first at the edges

Christopher Monroe's Duke team simulated gluon string breaking on trapped ions and got results similar to earlier neutral-atom and superconducting work. The team found the break starts at the edges, contrary to Schwinger's predictions.

Publishers:physicsworld.com

Reality

Evidence58
Adoption
Not scored
Hype gap−5
Incentives
Not scored
Confidence55
investOne report1 publisher

Meta, Duke and UC Davis researchers lift Gemini 3 Flash to 62% on Olympiad math with a better harness

Meta, Duke and UC Davis researchers lifted Gemini 3 Flash from 46% to 62% on Olympiad math by searching for a better harness around the same model. That puts the wrapper on an operator's budget ahead of a bigger model, at least for math.

Reality

Evidence35
Adoption
Not scored
Hype gap+20
Incentives
Not scored
Confidence40
scienceOne report1 publisher

Researchers argue two Etruscan painted tombs were staged for sound and sight

Researchers say two 5th-century BC Etruscan tombs were built as immersive sensory spaces, citing exceptionally long echoes in one of them. Their own account leaves open whether the sound was designed or simply came with the room.

Reality

Evidence28
Adoption
Not scored
Hype gap+40
Incentives60
Confidence35
scienceOne report1 publisher

Researchers read a long echo in an Etruscan tomb as evidence of sensory design

Researchers say two fifth-century BC Etruscan tombs were built for sensory effect, citing exceptionally long reverberation in the Tomb of the Blue Demons. Intent stays an interpretation until the team publishes reverberation times measured against comparable chambers.

Publishers:phys.org

Reality

Evidence28
Adoption
Not scored
Hype gap+45
Incentives60
Confidence32
scienceOne report1 publisher

Snow-covered northern lakes carry 1.8 times the cooling effect of nearby land per square meter

Duke's Sarah Cooley and colleagues measured a snow-and-ice cooling effect of -14.4 W/m2 over Northern Hemisphere lakes, against -8.2 over nearby land. Climate models often do not separate lakes from land, though the study as reported does not say how much that misstates the seasonal energy balance.

Publishers:phys.org

Reality

Evidence55
Adoption
Not scored
Hype gap+10
Incentives
Not scored
Confidence50
buildOne report1 publisher

Neurophos schedules a low-rate Austin production line two years before its chip ships

Neurophos has made Kymeta founder Nathan Kundtz its chief technology officer, opened a Sunnyvale office and scheduled a low-rate Austin production line for later this year, with the chip due in 2028 and no benchmarks published.

Publishers:runtimewire.com

Reality

Evidence45
Adoption6
Hype gap+42
Incentives70
Confidence55
buildOne report1 publisher

ARPA-H puts up to $9.5 million behind testing whether an agent can adjust heart-failure care

The award to Tempus funds product development and a prospective multicenter study of an autonomous version of its Olivia app, and ARPA-H wants an FDA authorization package filed within 24 months.

Publishers:runtimewire.com

Reality

Evidence48
Adoption8
Hype gap+12
Incentives68
Confidence58
scienceOne report1 publisher

Pantheon Regeneration bets credit buyers will fund rewetting 23 square miles of Carolina peat

Ditches dug decades ago for a farming venture that was abandoned leave the tract emitting 130,000 tons of carbon dioxide a year. The plan to plug them rests on credit buyers whose price nobody has published.

Publishers:phys.org

Reality

Evidence57
Adoption
Not scored
Hype gap+30
Incentives72
Confidence47
leadershipOne report1 publisher

About one résumé in a hundred now carries a hidden instruction to your screening model

A Duke-led study of nearly 200,000 résumés put the rate near 1%, and two founders found examples in their own queues last month. The record still stops short of showing that any injection changed an outcome.

Reality

Evidence52
Adoption38
Hype gap+22
Incentives46
Confidence50
scienceOne report1 publisher

Duke's injectable scaffold enlists neutrophils to rebuild blood vessels in stroke-damaged mice

The scaffold carries astrocyte vesicle signals on its own surfaces, and thinning the neutrophil-rich cells it recruited cut new vessel growth, though the Duke summary gives no number for how far motor function moved.

Publishers:sciencedaily.com

Reality

Evidence42
Adoption8
Hype gap+26
Incentives70
Confidence40
scienceOne report1 publisher

An LLM asked only to fix grammar stripped the personality markers out of human prose

That result sits inside a growing set of studies where generative AI raises the rated quality of a single piece of work and lowers the spread between pieces, with 400,000 indexed papers among the samples.

Publishers:nature.com

Reality

Evidence58
Adoption54
Hype gap+14
Incentives42
Confidence57
leadershipOne report1 publisher

OpenAI's own economists cannot scope their jobs a year out

Chief economist Ronnie Chatterji says the brief "is changing a lot." If the lab with the best view of the roadmap writes its research plan in pencil, no hiring manager should be writing theirs in ink.

Reality

Evidence34
Adoption
Not scored
Hype gap+28
Incentives70
Confidence48
scienceOne report1 publisher

ETH Zurich test revives the 'too hot' climate models and moves policy warming to 3.25C

A new grading method scores models on satellite radiation trends rather than past surface temperatures, and the ones previously discounted come out on top.

Publishers:newscientist.com

Reality

Evidence48
Adoption
Not scored
Hype gap+18
Incentives
Not scored
Confidence42