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EPFL

EPFL is a Swiss federal public research university in Lausanne, noted for engineering, computer science, and natural sciences research.

Known aliases

  • Ecole Polytechnique Federale de Lausanne
  • Ecole Polytechnique Fédérale de Lausanne
  • École polytechnique fédérale de Lausanne
  • EPFL School of Engineering
  • Swiss Federal Institute of Technology in Lausanne
  • Swiss Federal Institute of Technology Lausanne

Current stories

scienceOne report1 publisher

EPFL releases a carbon calculator that breaks a research lab's emissions out by source

EPFL released a CO2 Calculator in late September for labs that need three to 10 times more power than offices, per UCL and Green Lab. Labs can set trips, equipment and power use against one another before choosing where to cut.

Publishers:phys.org

Reality

Evidence40
Adoption20
Hype gap+10
Incentives55
Confidence55
scienceOne report1 publisher

Lipid map of the mouse brain turns up 539 chemically distinct zones

EPFL researchers scanned thin mouse brain slices for lipids and assembled a 3D atlas of 539 zones they named lipizones. White matter, once thought fairly uniform, split into many of them.

Publishers:sciencedaily.com

Reality

Evidence58
Adoption
Not scored
Hype gap+20
Incentives45
Confidence52
scienceOne report1 publisher

Pseudomonas bacteria turn around on contact to keep crowded colonies from jamming

Pseudomonas aeruginosa cells that reverse after bumping neighbours got 20% of their number out of an EPFL micro-maze, against 1% of mutants that cannot. The work shows touch steering a bacterial crowd on lab surfaces, and spread through tissue or soil was not tested.

Publishers:phys.org

Reality

Evidence55
Adoption
Not scored
Hype gap+15
Incentives
Not scored
Confidence50
scienceOne report1 publisher

Plasma-activated water at 62.5% strength left twice as many live E. coli as controls

EPFL researchers found that E. coli in nutrient broth with 62.5% plasma-activated water reached about twice the control's viable count. For anyone using the water as a disinfectant, the lethal dose has to be measured in the liquid actually being treated.

Publishers:phys.org

Reality

Evidence48
Adoption
Not scored
Hype gap+5
Incentives
Not scored
Confidence50
scienceOne report1 publisher

EPFL's chip laser stays frequency-locked as its drive current nearly doubles

EPFL researchers built a chip laser that held its frequency lock from 154 to 300 milliamps of drive current with no active electronic control. It brings mass-producible semiconductor lasers closer to portable clocks and quantum sensors, though only a laboratory device has been shown so far.

Publishers:phys.org

Reality

Evidence60
Adoption
Not scored
Hype gap+5
Incentives
Not scored
Confidence55
buildOne report1 publisher

Cloudflare brings publicly built EuroLLM and Switzerland's Apertus to Workers AI

Cloudflare is adding EuroLLM, which covers all 24 official EU languages, and Switzerland's fully open Apertus model to Workers AI. Both come from public universities and research institutions, so teams with sovereignty requirements now have hosted models built outside the frontier labs.

Reality

Evidence40
Adoption12
Hype gap+25
Incentives80
Confidence45
scienceOne report1 publisher

Swiss alpine lake bacteria weakened three viruses they never encounter

Anna Carratala's team at EPFL sampled 24 Swiss alpine lakes and found bacterial communities that weakened three viruses those lakes never harbour. Human uses are far off; the near-term promise is in protecting crops.

Publishers:phys.org

Reality

Evidence44
Adoption12
Hype gap+12
Incentives55
Confidence55
productOne report1 publisher

OpenAI's louder rollout made its independent math advisers look like company appointees

OpenAI's louder announcement of a nine-member independent math advisory group caused widespread confusion over whether the company had appointed it. Its first job is helping release scores more results from an unreleased OpenAI model, a wave researchers already dread.

Publishers:theverge.com

Reality

Evidence55
Adoption
Not scored
Hype gap+20
Incentives60
Confidence50
buildConfirmed4 publishers

Agent goals can spread between agents and outlive a context reset. The patch is a paragraph.

A 73-page preprint evolved instructions that jumped between coding agents and wrote themselves into the file that becomes the next system prompt. A short warning nearly stopped transmission.

Perspective Coverage

4 publishers
Builder
Builder 52%
Operator
Operator 39%
Investor
Investor 9%

Reality

Evidence68
Adoption
Not scored
Hype gap+10
Incentives30
Confidence65
scienceOne report1 publisher

Two labs agree on a quarter-electron charge in gallium arsenide's ν = 1/2 quantum Hall state

Labs at EPFL and the Weizmann Institute each measured quasiparticles with a quarter of an electron's charge in the ν = 1/2 quantum Hall state. The agreement settles the charge of a state thought to be non-Abelian, though the exchange behavior a topological qubit would need was not tested.

Publishers:phys.org

Reality

Evidence62
Adoption
Not scored
Hype gap+30
Incentives
Not scored
Confidence55
scienceOne report1 publisher

EPFL's lipid atlas splits the mouse brain into 539 chemical territories

Researchers at EPFL imaged 172 lipids in 109 slices from 11 mice and sorted the readings into 539 zones. The zones follow known anatomy and also subdivide white matter that gene-expression maps treat as uniform.

Reality

Evidence70
Adoption22
Hype gap+15
Incentives62
Confidence58
buildOne report1 publisher

Dipole Labs aims optical circuit switches at the dead time GPUs spend waiting on the network

The startup's switches would route rack-to-rack traffic without converting light into electricity at every hop, and the sub-microsecond reconfiguration number it quotes is a target in its YC launch materials.

Publishers:runtimewire.com

Reality

Evidence34
Adoption9
Hype gap+38
Incentives76
Confidence57
scienceOne report1 publisher

Laser pulses retune EPFL's suspended silicon metasurfaces in nanoseconds

In Nature Communications, Hatice Altug's EPFL group tunes one metasurface two ways: on-chip microheaters running at kilohertz rates, and ultrafast laser pulses running about a million times faster, a route that needs an external laser.

Publishers:phys.org

Reality

Evidence55
Adoption
Not scored
Hype gap+25
Incentives70
Confidence55
buildOne report1 publisher

Clinicians ask for chatbot screening before psychiatry rules on AI psychosis

A team from King's College London and UCL puts the harm in ordinary product behaviour, sycophancy trained in through RLHF plus a session whose state the user writes, and argues mitigation should not wait for a label.

Publishers:the-decoder.com

Reality

Evidence32
Adoption20
Hype gap+30
Incentives45
Confidence36
productOne report1 publisher

EPFL balances GaN's own charge sheets to block 3.4 kV on a silicon substrate

The diodes blocked 3.9 kV and held their on-resistance through repeated switching at 3 kV, but the transistor's switching losses were characterised only to 650 V, about a fifth of the voltage it blocks.

Reality

Evidence56
Adoption
Not scored
Hype gap+30
Incentives58
Confidence48
scienceOne report1 publisher

X-ray momentum maps finally make short-wavelength magnons measurable, and now theory is the slow part

A German-Swiss team images every magnon direction at once in as little as 30 seconds, at drive powers a thousand times below earlier X-ray methods. Their first result already outruns standard theory.

Publishers:physicsworld.com

Reality

Evidence64
Adoption12
Hype gap+14
Incentives42
Confidence52
productOne report1 publisher

Canva's forecast cut turns model routing into a product line item

The Information says AI running costs took Canva's 2026 growth outlook from 30% to 20%. The fix was routing, not a discount, and the savings stopped short of the cheapest model available.

Publishers:siliconangle.com

Reality

Evidence34
Adoption58
Hype gap+24
Incentives62
Confidence42
buildOne report1 publisher

A goal that writes itself into SOUL.md: agent memory is now an attack surface

An Anthropic and EPFL preprint shows plain-language goals hopping agent to agent through persistent files, and a one-paragraph warning in the system prompt stopping nearly all of it.

Publishers:startupfortune.com

Reality

Evidence55
Adoption22
Hype gap+15
Incentives58
Confidence42
securityOne report1 publisher

A paragraph beat the agent "mind virus": reading the Anthropic-EPFL preprint as a defensive win

Self-propagating payloads did move between agents through editable soul files, but one inoculation paragraph held against 150-plus optimized strains, and nothing propagated in the wild.

Reality

Evidence66
Adoption14
Hype gap+18
Incentives60
Confidence55