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The complete index

The problemsThe register

Every problem we track, from A to Z-what has been proved, what is being tested now, and what comes next.An alphabetical dossier of banked thresholds, live gates, and the next falsifiable test.

All entries

20 problems
1

100-Day Vaccines

Engineeringsteady

COVID took 326 days. The target for the next pandemic is 100 - a vaccine before the outbreak spirals.COVID compressed vaccine development from years to months; the goal is a repeatable 100 days from a new pathogen to authorized shots.

Banked
  • Rapid Platform-to-Clinic TranslationDesign and test quickly
Now
Response-Ready Prototype LibraryPrepare before the outbreak

Next test: CEPI 3.0 must publish viral-family coverage and demonstrate that a stored prototype can accelerate a novel related-virus response.

Biology & Health
A

AGI

Engineeringaccelerating

AI can already help with many kinds of thinking, but it still makes confident mistakes and struggles to carry a big job through on its own.Frontier models saturate most static benchmarks, yet reliable long-horizon autonomy, calibrated reasoning and a shared definition of general intelligence all remain open - so any single 'percent to AGI' is a guess dressed as a number.

Banked

No named threshold banked yet.

Now
Broad cognitive competenceLearn many different kinds of work

Next test: ARC-AGI-2 and held-out expert evals resistant to training-data leakage

Intelligence & Machines
B

Brain Connectomics

Scalingaccelerating

Researchers have mapped a whole fly brain and a tiny piece of mouse brain. The hard part is scaling that detail across an entire mammal without losing or inventing connections.A whole adult fly is mapped at synapse resolution and a mouse cortical fragment now contains more than half a billion detected synapses; the whole mouse remains an estimated three orders of magnitude larger.

Banked
  • Complete adult worm nervous systemMap a whole worm
  • Whole adult insect brain connectomeMap a whole adult fly brain
  • Cubic-millimeter functional mammal connectomeMap and watch a mammal brain block
Now
Whole mouse synaptic connectomeWire-map an entire mouse brain

Next test: Demonstrate an end-to-end acquisition and proofreading pipeline across a whole mouse region that preserves both local synapses and long-range axons.

Intelligence & Machines
C

Cheap Space Launch

Scalingaccelerating

Rockets can now land and fly again, which made space far cheaper - but the truly cheap ticket needs a whole rocket you can reuse in days, and nobody has that yet.Reusable first stages have cut the price of orbit by more than 90% since the Shuttle, but the sub-$100/kg goal depends on rapid full reuse that Starship has not yet demonstrated.

Banked
  • Reusable first-stage launchLand the big first stage and fly it again
Now
Rapid full reuseReuse the whole rocket, fast

Next test: First Starship upper-stage (Ship) tower-catch attempt, targeted for Flight 13/14 in 2026

Earth & Space

Clean Hydrogen

Scalingaccelerating

Clean hydrogen could fuel steel, ships, and fertilizer. First it has to get cheap - and get built at scale.Electrolysis works; the open question is whether clean hydrogen can reach a few dollars a kilogram and scale to industrial volumes.

Banked

No named threshold banked yet.

Now
Ten-gigawatt installed baseBuild the first 10 GW

Next test: IEA's next annual inventory can test whether the more than 2.5 GW under construction for 2026 actually enters service.

Energy

Closed-Loop Life Support

Engineeringsteady

The space station recycles almost all its water, but a self-sustaining habitat still has to close air, food and waste loops at the same time.Water recycling is near exploration grade in orbit, but oxygen, food, waste and maintenance have never been closed together beyond Earth.

Banked
  • Exploration-grade water recoveryRecycle nearly all the water
Now
Seventy-five-percent oxygen recoveryRecover three quarters of the oxygen

Next test: An integrated flight demonstration must sustain oxygen recovery above 75% while managing methane and carbon deposits.

Earth & Space
D

Direct Air Capture

Scalingaccelerating

Machines can already pull carbon from the sky. The challenge is doing it cheaply - and a million times bigger.Plants that pull CO2 straight from the air are running; the open question is cost per tonne and scaling from thousands to billions of tonnes.

Banked
  • Commercial Capture ModuleSell captured air carbon
  • Verified Durable RemovalProve it stays removed
Now
Hundred-Thousand-Tonne PlantMove beyond small plants

Next test: STRATOS must start sequestration and disclose independently verified net output through a full operating year.

Earth & Space

DNA Data Storage

Engineeringsteady

DNA can hold computer files in an extraordinarily small sample. The missing step is a useful machine that writes a large archive quickly, finds one file and costs less than today's cold storage.Synthetic DNA has recovered a 200 MB random-access archive without bit errors and automated a complete write-to-read cycle for five bytes, but no public benchmark joins useful payload, throughput, retrieval and cost.

Banked
  • Lossless multi-file archiveGet a large set of files back
  • Automated end-to-end cycleMake the whole process automatic
Now
Archive-class cost and throughputWrite it fast enough and cheaply enough

Next test: An appliance vendor must publish an audited end-to-end dollars-per-TB and bytes-per-second benchmark.

Intelligence & Machines
E

Electrochemical Ammonia

Lab demoaccelerating

Small cells can now make ammonia from nitrogen reliably for days, but they are still far too slow and energy-hungry to replace an ammonia plant.Verified lithium-mediated cells now combine high selectivity with continuous operation, but no system has simultaneously demonstrated industrial current density, energy efficiency, scale and lifetime.

Banked
  • Verify nitrogen provenanceProve the ammonia came from nitrogen gas
  • Reach at least 90% Faradaic efficiencySend almost all the charge to ammonia
  • Sustain 300 hours of continuous flowKeep a flow cell running for nearly two weeks
Now
Reach 400 mA/cm² ammonia partial currentMake ammonia about ten times faster

Next test: An independently measured integrated stack must pair industrial rate with high energy efficiency, selectivity and long life.

Energy

Enhanced geothermal

Engineeringaccelerating

Hot rock is everywhere underground. The race is to build the plumbing to reach it - cheaply, safely, and at the scale of a real power plant.The physics of engineered reservoirs is proven; the open question is whether they can be drilled cheaply, run for years, and financed at utility scale.

Banked
  • Connected engineered reservoirMake hot rock flow
Now
Repeatable fast drillingDrill many wells quickly

Next test: Cape Phase II must show its 21-day representative result across a fleet and disclose full completed-well cost.

Energy

Exoplanet Biosignatures

Engineeringaccelerating

We know more than 6,000 planets beyond our Solar System, but zero confirmed living ones. The next leap needs a telescope that can separate an Earth-like planet from a star ten billion times brighter.Atmospheric spectroscopy is now routine for some large exoplanets, but no world beyond Earth has yielded a confirmed biosignature; the observatory intended to survey nearby potentially habitable worlds remains in development.

Banked
  • Establish the exoplanet populationProve other worlds are common
  • Measure exoplanet atmospheric chemistryRead gases in an alien sky
Now
Detect biosignatures in planetary contextFind a bundle of life clues

Next test: Obtain a repeatable spectrum of an Earth-sized habitable-zone world that constrains several gases and its environmental context.

Earth & Space
F

Fault-Tolerant Quantum

Lab demoaccelerating

Today's quantum computers are too error-prone to trust. Fixing that means going from a handful of good qubits to millions.Error-corrected qubits have crossed below threshold; the open question is scaling from one logical qubit to the millions a useful machine needs.

Banked
  • Below-Threshold Error ScalingBigger codes work better
  • Corrected Memory Beats HardwareProtection pays for itself
Now
Integrated Universal Logical OperationsCompute while correcting

Next test: Run a multi-logical-qubit universal circuit through repeated correction with a lower total failure rate than its physical implementation.

Intelligence & Machines
G

General Robotics

Lab demoaccelerating

Robots can walk, run and keep their balance beautifully now. The hard part left is hands and judgment: doing varied tasks all day, safely, without a human quietly steering.Legged locomotion is essentially solved, but dexterous manipulation and open-world autonomy are not, so today's factory and home robots run narrow, supervised, and heavily teleoperated.

Banked
  • Dynamic locomotion & balanceWalk, run and keep balance like an animal
Now
Dexterous manipulationHandle unfamiliar objects and tools

Next test: Independent long-horizon manipulation trials on tools and deformable objects, e.g. pi-0.6 field runs

Intelligence & Machines
H

Healthy Longevity

Lab demosteady

We can slow parts of aging in animals; proving that people gain many healthy years will take long, careful trials that are only just starting.Multiple interventions now reproducibly slow aging in mice, but no treatment has yet shown a large, durable extension of healthy lifespan in humans.

Banked
  • Slow aging in mammalsAdd healthy time to an animal's life
Now
Validated aging biomarkersMeasure aging before decades pass

Next test: Regulatory qualification of DunedinPACE-class clocks as surrogate endpoints in interventional trials

Biology & Health
N

Near-Zero Cement

Scalingsteady

Making cement pumps out huge amounts of CO2. New recipes and capture can slash it - if they stay cheap enough to use everywhere.Cement is about 8% of global CO2; low-clinker chemistries and carbon capture can cut it deeply, but not yet at commodity cost and scale.

Banked
  • Industrial Low-Clinker CementUse much less clinker
  • Full-Chain Cement CCSStore kiln carbon permanently
Now
Drop-In Alternative BinderReplace the kiln chemistry

Next test: A novel-route producer must run a kilotonne-scale plant and publish strength, durability, EPD and cost data.

Materials

Nuclear Fusion

Engineeringaccelerating

We have made a tiny star flash in a laboratory; now we have to turn that flash into a dependable power station.Fusion has crossed scientific breakeven, but an economical power plant still requires a much harder engineering breakeven.

Banked
  • Scientific ignitionGet more energy out of the fuel than we shine in
Now
Engineering breakevenMake the whole power station pay back its energy

Next test: SPARC targets Q>10, 2027

Energy
P

Planetary Defense

Engineeringaccelerating

We have moved one harmless asteroid. The bigger gap is seeing a dangerous one early enough: more than half of the estimated regional-size population is still unknown.Humanity has demonstrated one asteroid-deflection technique, but the survey needed to find regional-scale threats is only halfway to its statutory goal.

Banked
  • Kinetic-impact demonstrationMove an asteroid on purpose
Now
Ninety-percent regional-threat surveyFind almost every regional-size threat

Next test: NEO Surveyor launches and begins its five-year infrared survey of bright and dark objects.

Earth & Space
R

Room-temp Superconductors

Lab demostalled

Materials squeezed to crushing pressures lose resistance when nearly warm, but nothing verified works in an ordinary room - and the loudest recent claims turned out to be wrong.Superconductivity near room temperature has only been credibly observed under megabar pressures; every ambient-pressure room-temperature claim has failed replication or been retracted.

Banked

No named threshold banked yet.

Now
Superconductivity above 0°C at any pressureBeat the freezing point of water, even inside a vise

Next test: Independent diamond-anvil replication of any superhydride claim above 273 K

Materials
S

Speech BCI

Engineeringaccelerating

Electrodes read the brain's signals for speech. The race is to make them fast, accurate, and durable enough for daily life.Implanted electrodes can already turn neural activity into words on a screen; the open questions are speed, vocabulary, and whether it lasts for years.

Banked
  • Open-vocabulary brain-to-textSay more than fixed phrases
Now
Real-time expressive voiceRestore a natural voice

Next test: Achieve under-10% listener WER on unseen spontaneous sentences with independently controlled pitch and emphasis.

Biology & Health
X

Xenotransplant

Engineeringaccelerating

Thousands die waiting for organs. Gene-edited pig kidneys and hearts could close the gap - if they last.Gene-edited pig organs have kept people alive for months; the open question is whether they can replace human donors for years, not weeks.

Banked
  • Avoid immediate immune destructionSurvive the first attack
  • Replace dialysis in a living personGo home without dialysis
Now
Sustain one dialysis-free yearLast a full year

Next test: Publish a verified 365-day graft-function result, including GFR, rejection episodes and immunosuppression.

Biology & Health