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Research lab

Lawrence Berkeley National Laboratory

U.S. Department of Energy national lab in Berkeley, California, run by the University of California, researching physics and materials science.

Known aliases

  • Berkeley Lab
  • LBNL

Current stories

scienceOne report1 publisher

X-ray laser movies show a water molecule holding steady in the cancer-linked enzyme AspH

Oxford-led researchers used SLAC's LCLS X-ray laser to follow AspH and IPNS step by step and made observations calculations had not predicted. In AspH an iron-bound water stayed stable through catalysis, and phys.org's account says such insights could inspire new therapeutics.

Publishers:phys.org

Reality

Evidence62
Adoption
Not scored
Hype gap+15
Incentives
Not scored
Confidence55
buildOne report1 publisher

Argonne's Solstice points about 100,000 Blackwell GPUs at AI work in 4 to 16 bits

NVIDIA committed $1 billion over five years and announced seven national-lab systems, led by Argonne's Solstice with around 100,000 Blackwell GPUs. Solstice targets AI work at 4 to 16 bits, so labs that need double precision are left weighing emulation against native FP64 hardware.

Publishers:dev.to

Reality

Evidence40
Adoption
Not scored
Hype gap
Not scored
Incentives70
Confidence45
scienceOne report1 publisher

Oxford researchers film the fleeting steps an enzyme takes to build penicillin's ring

Oxford researchers used X-ray lasers to film the enzyme IPNS building penicillin's beta-lactam ring, catching steps that last fractions of a second. Enzyme engineers now have a detailed starting point, but any benefit against resistant bacteria is further off.

Publishers:genengnews.com phys.org

Reality

Evidence55
Adoption
Not scored
Hype gap+25
Incentives45
Confidence60
scienceOne report1 publisher

Spectra confirm 70 gravitational lenses that a neural network flagged in DESI Legacy Surveys images

Astronomers spectroscopically confirmed 70 new gravitational lenses among candidates a neural network picked out of DESI Legacy Imaging Surveys images. Phys.org's report sets the search among projects built on 13 years of survey releases, so it vouches for the method more than for August's 5.6-trillion-pixel map.

Publishers:phys.org

Reality

Evidence55
Adoption
Not scored
Hype gap+25
Incentives
Not scored
Confidence55
investOne report1 publisher

EIA sees US power demand climbing to a record 4,356 billion kWh by 2027

The EIA projects US electricity demand will set records in both 2026 and 2027, reaching 4,356 billion kWh. National growth is under 4% over the two years, so the power constraint on AI building shows up locally, in regional prices and in what a connected megawatt sells for.

Reality

Evidence50
Adoption
Not scored
Hype gap+30
Incentives55
Confidence45
scienceOne report1 publisher

Local opposition stalled about $68 billion of US data center projects in one quarter

Local opposition stalled at least 45 US data center projects worth about $68 billion in the second quarter of 2026, Data Center Watch says. For developers, where a campus can be built is now a cost and schedule risk in its own right.

Publishers:kdnuggets.com

Reality

Evidence55
Adoption
Not scored
Hype gap+10
Incentives65
Confidence50
scienceOne report1 publisher

X-ray scans at Berkeley Lab catch NASA heat-shield materials as they char and hollow out

NASA and Berkeley Lab researchers imaged heat-shield materials in 3D as they broke down at up to 900 degrees Celsius, using X-rays and a neural network. Engineers now have a record of how ablation starts, though their design simulations have yet to use it.

Publishers:phys.org

Reality

Evidence45
Adoption20
Hype gap+15
Incentives
Not scored
Confidence50
productConfirmed2 publishers

Texas Railroad Commission clears Deep Isolation to drill a nuclear-waste test borehole with Halliburton

Deep Isolation won a Texas Railroad Commission permit to drill a test borehole up to about 3 km deep near Austin, with Halliburton supplying drilling expertise. The trial uses no radioactive material and tests whether oilfield methods can build a disposal hole for spent fuel.

Reality

Evidence60
Adoption8
Hype gap+20
Incentives70
Confidence60
leadershipOne report1 publisher

Utilities are pricing data-center demand into electricity rates

New Jersey's utilities board warned power bills could rise up to 20% from June 1, with data centers a key driver. Utilities elsewhere are building the same demand into their pricing, so energy belongs among the costs an operator should expect to climb.

Publishers:cbsnews.com

Reality

Evidence55
Adoption30
Hype gap+20
Incentives40
Confidence50
scienceOne report1 publisher

X-ray tomography at Berkeley Lab records spacecraft ablators decomposing in 3D at up to 900 C

Illinois and NASA researchers imaged two spacecraft ablators decomposing in 3D at up to 900 C, using X-ray tomography at Berkeley Lab. Modellers now have a real decomposition sequence to test against, though the heating stayed at least 750 C below reentry surface temperatures.

Publishers:phys.org

Reality

Evidence50
Adoption35
Hype gap+30
Incentives60
Confidence55
scienceOne report1 publisher

Cooling minerals pull CO2 into Mojave soils every night, Berkeley researchers find

UC Berkeley researchers say Mojave soil minerals adsorb CO2 at night and release it by day, moving 1 to 3 gigatons of carbon a year if scaled globally. Part of the soil exchange long credited to microbes may be physical, though the global figure rests on Mojave soils alone.

Publishers:phys.org

Reality

Evidence55
Adoption
Not scored
Hype gap+25
Incentives
Not scored
Confidence50
productOne report1 publisher

Berkeley Lab imaged electron crystals melting around defects in MoSe2

A scanning tunneling microscope caught electrons inside molybdenum diselenide freezing into a crystal and melting into liquid-like waves, with the defect count in each sample deciding which state held. Quantum Monte Carlo simulations matched the images.

Reality

Evidence62
Adoption
Not scored
Hype gap+15
Incentives65
Confidence55
buildOne report1 publisher

Anthropic and OpenAI are shopping for 20MW sites at big-campus prices per megawatt

CNBC reports both labs have sounded out powered sites of roughly 20 to 30MW in the UK, the Nordics and the US. A hall that small is usable because inference requests can be routed independently.

Publishers:runtimewire.com

Reality

Evidence58
Adoption38
Hype gap+12
Incentives65
Confidence52
scienceOne report1 publisher

Berkeley Lab caught electrons and the defects that pin them in a single image

A Berkeley Lab-led group spent years building a molybdenum diselenide device that a scanning tunneling microscope could read, and it says the defects in that device are what hold the electrons in place.

Publishers:phys.org

Reality

Evidence60
Adoption
Not scored
Hype gap+20
Incentives62
Confidence55
productOne report1 publisher

Six in ten Americans now back a cap on new data centre builds

An AP-NORC and University of Chicago poll puts concern about AI's environmental impact at 53%, up from 41% a year ago, with majorities worried about local electricity prices and water supply.

Publishers:fastcompany.com

Reality

Evidence60
Adoption42
Hype gap0
Incentives45
Confidence58
productOne report1 publisher

DESI ships 5.6 trillion pixels as a free viewer astronomers already open first

The five-year survey covers about 75 percent of the sky and roughly 4 billion objects, and what shows it has landed as a product is the 1,800 papers already citing it.

Publishers:wired.com

Reality

Evidence58
Adoption74
Hype gap+8
Incentives66
Confidence60
investOne report1 publisher

More than 750 gigawatts walked out of the US interconnection queue last year

Berkeley Lab counts 2,061 GW still waiting for a grid connection, a tenth less than a year ago, but the pool shrank because developers abandoned the line faster than new ones joined it, and the arrivals were mostly gas.

Publishers:publicpower.org

Reality

Evidence74
Adoption58
Hype gap+12
Incentives55
Confidence68
productOne report1 publisher

Power procurement now sets the calendar for AI compute

US data centres drew about 25GW in 2024, and BloombergNEF has them at 106GW by 2035. On that arithmetic, the question for anyone planning a cluster is when the megawatts arrive, not when the GPUs ship.

Reality

Evidence58
Adoption
Not scored
Hype gap+24
Incentives45
Confidence47
scienceOne report1 publisher

LZ's widened WIMP search turns up one xenon event that resists a background explanation

If dark matter made the signal, the implied WIMP weighs at least 200 GeV, and LZ says its backgrounds there are very low. But the event came out of re-searching data already collected, so newer exposure has to settle it.

Publishers:sciencedaily.com

Reality

Evidence42
Adoption14
Hype gap+18
Incentives58
Confidence55

Earlier coverage

  1. A single 248-keV recoil sends LZ's dark matter search eight times above its usual window

    Science · September 1, 2026 · Confirmed5 publishers