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open-science-usecases / CASES.md
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# Case index
127 cases. Introductions describe the archived studies; resource paths, sizes, and SHA-256 values are declared in manifest.json.
## Curiosity Lab (50)
| Case | Creator | Introduction |
|---|---|---|
| $10,000: NVIDIA, BITCOIN, OR BOTH? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/%2410%2C000%3A%20NVIDIA%2C%20BITCOIN%2C%20OR%20BOTH%3F/%2410%2C000%3A%20NVIDIA%2C%20BITCOIN%2C%20OR%20BOTH%3F.md) |
| 99% Pure - Does Molecular Handedness Matter | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/99%25%20Pure%20-%20Does%20Molecular%20Handedness%20Matter/99%25%20Pure%20-%20Does%20Molecular%20Handedness%20Matter.md) |
| A City's 100-Year Rainfall Record | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/A%20City%27s%20100-Year%20Rainfall%20Record/A%20City%27s%20100-Year%20Rainfall%20Record.md) |
| A Million Examples - Is That a Proof | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/A%20Million%20Examples%20-%20Is%20That%20a%20Proof/A%20Million%20Examples%20-%20Is%20That%20a%20Proof.md) |
| At 70% should you take it | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/At%2070%25%20should%20you%20take%20it/At%2070%25%20should%20you%20take%20it.md) |
| Birthday Paradox Simulation Verifying the 23-Person 50% Claim | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Birthday%20Paradox%20Simulation%20Verifying%20the%2023-Person%2050%25%20Claim/Birthday%20Paradox%20Simulation%20Verifying%20the%2023-Person%2050%25%20Claim.md) |
| Bottled Water in Convenience Stores Across Five Cities- What Is the Price Gap Between the Most Expensive and the Cheapest | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Bottled%20Water%20in%20Convenience%20Stores%20Across%20Five%20Cities-%20What%20Is%20the%20Price%20Gap%20Between%20the%20Most%20Expensive%20and%20the%20Cheapest/Bottled%20Water%20in%20Convenience%20Stores%20Across%20Five%20Cities-%20What%20Is%20the%20Price%20Gap%20Between%20the%20Most%20Expensive%20and%20the%20Cheapest.md) |
| CAN AI PICK LUCKY LOTTERY NUMBERS? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/CAN%20AI%20PICK%20LUCKY%20LOTTERY%20NUMBERS%3F/CAN%20AI%20PICK%20LUCKY%20LOTTERY%20NUMBERS%3F.md) |
| CAN ONE WEEK FLIP THE WINNER? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/CAN%20ONE%20WEEK%20FLIP%20THE%20WINNER%3F/CAN%20ONE%20WEEK%20FLIP%20THE%20WINNER%3F.md) |
| Can 20 Pokémon Packs Guarantee an SIR | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Can%2020%20Pok%C3%A9mon%20Packs%20Guarantee%20an%20SIR/Can%2020%20Pok%C3%A9mon%20Packs%20Guarantee%20an%20SIR.md) |
| Can GLP-1 Drugs Really Help Us Live Longer | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Can%20GLP-1%20Drugs%20Really%20Help%20Us%20Live%20Longer/Can%20GLP-1%20Drugs%20Really%20Help%20Us%20Live%20Longer.md) |
| Can a Fruit Fly Connectome Learn Cube Moves | @MinLiBuilds | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Can%20a%20Fruit%20Fly%20Connectome%20Learn%20Cube%20Moves/Can%20a%20Fruit%20Fly%20Connectome%20Learn%20Cube%20Moves.md) |
| Can petal length identify iris | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Can%20petal%20length%20identify%20iris/Can%20petal%20length%20identify%20iris.md) |
| Card Shuffle Adjacency Simulation | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Card%20Shuffle%20Adjacency%20Simulation/Card%20Shuffle%20Adjacency%20Simulation.md) |
| Chiral Molecules - Can a 0.1% Lead Take Over | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Chiral%20Molecules%20-%20Can%20a%200.1%25%20Lead%20Take%20Over/Chiral%20Molecules%20-%20Can%20a%200.1%25%20Lead%20Take%20Over.md) |
| Coin Flip Streak Simulation Luck vs. Skill Across 1,000 Guessers | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Coin%20Flip%20Streak%20Simulation%20Luck%20vs.%20Skill%20Across%201%2C000%20Guessers/Coin%20Flip%20Streak%20Simulation%20Luck%20vs.%20Skill%20Across%201%2C000%20Guessers.md) |
| DO STOP-LOSSES PROTECT NVDA? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/DO%20STOP-LOSSES%20PROTECT%20NVDA%3F/DO%20STOP-LOSSES%20PROTECT%20NVDA%3F.md) |
| For the same one-square-meter area, which receives more solar energy over the course of a year London or Seattle | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/For%20the%20same%20one-square-meter%20area%2C%20which%20receives%20more%20solar%20energy%20over%20the%20course%20of%20a%20year%20London%20or%20Seattle/For%20the%20same%20one-square-meter%20area%2C%20which%20receives%20more%20solar%20energy%20over%20the%20course%20of%20a%20year%20London%20or%20Seattle.md) |
| From 10 Metres Up, a 39° Throw Beats 45° | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/From%2010%20Metres%20Up%2C%20a%2039%C2%B0%20Throw%20Beats%2045%C2%B0/From%2010%20Metres%20Up%2C%20a%2039%C2%B0%20Throw%20Beats%2045%C2%B0.md) |
| From brain map to walking fly | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/From%20brain%20map%20to%20walking%20fly/From%20brain%20map%20to%20walking%20fly.md) |
| Gold vs Bitcoin 28 Days Changed the Winner | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Gold%20vs%20Bitcoin%2028%20Days%20Changed%20the%20Winner/Gold%20vs%20Bitcoin%2028%20Days%20Changed%20the%20Winner.md) |
| Gold, Bitcoin, Nvidia, and the S&P How Big Will | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Gold%2C%20Bitcoin%2C%20Nvidia%2C%20and%20the%20S%26P%20How%20Big%20Will/Gold%2C%20Bitcoin%2C%20Nvidia%2C%20and%20the%20S%26P%20How%20Big%20Will.md) |
| Hotter Years, Hotter Days | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Hotter%20Years%2C%20Hotter%20Days/Hotter%20Years%2C%20Hotter%20Days.md) |
| How Often Do Job Posts Ask for Proficiency? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/How%20Often%20Do%20Job%20Posts%20Ask%20for%20Proficiency%3F/How%20Often%20Do%20Job%20Posts%20Ask%20for%20Proficiency%3F.md) |
| How early should you leave | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/How%20early%20should%20you%20leave/How%20early%20should%20you%20leave.md) |
| How much does battery health decline after two years of smartphone use | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/How%20much%20does%20battery%20health%20decline%20after%20two%20years%20of%20smartphone%20use/How%20much%20does%20battery%20health%20decline%20after%20two%20years%20of%20smartphone%20use.md) |
| If a rigged coin is mixed in with twenty coins, how many tosses does it take to catch it | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/If%20a%20rigged%20coin%20is%20mixed%20in%20with%20twenty%20coins%2C%20how%20many%20tosses%20does%20it%20take%20to%20catch%20it/If%20a%20rigged%20coin%20is%20mixed%20in%20with%20twenty%20coins%2C%20how%20many%20tosses%20does%20it%20take%20to%20catch%20it.md) |
| In a Year's Worth of Weather Forecasts, Are Predictions of ‘Sunny’ Weather More Accurate, or Are Predictions of ‘Rain’ More Accurate? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/In%20a%20Year%27s%20Worth%20of%20Weather%20Forecasts%2C%20Are%20Predictions%20of%20%E2%80%98Sunny%E2%80%99%20Weather%20More%20Accurate%2C%20or%20Are%20Predictions%20of%20%E2%80%98Rain%E2%80%99%20More%20Accurate%3F/In%20a%20Year%27s%20Worth%20of%20Weather%20Forecasts%2C%20Are%20Predictions%20of%20%E2%80%98Sunny%E2%80%99%20Weather%20More%20Accurate%2C%20or%20Are%20Predictions%20of%20%E2%80%98Rain%E2%80%99%20More%20Accurate%3F.md) |
| Light On - How Fast Do Neurons Respond | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Light%20On%20-%20How%20Fast%20Do%20Neurons%20Respond/Light%20On%20-%20How%20Fast%20Do%20Neurons%20Respond.md) |
| Light-Activated Neurons - Does the Cutoff Matter | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Light-Activated%20Neurons%20-%20Does%20the%20Cutoff%20Matter/Light-Activated%20Neurons%20-%20Does%20the%20Cutoff%20Matter.md) |
| Mirror-Image Molecules - Can Algorithms Tell Them Apart | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Mirror-Image%20Molecules%20-%20Can%20Algorithms%20Tell%20Them%20Apart/Mirror-Image%20Molecules%20-%20Can%20Algorithms%20Tell%20Them%20Apart.md) |
| Monthly rotation of best-performing assets vs. buy-and-hold | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Monthly%20rotation%20of%20best-performing%20assets%20vs.%20buy-and-hold/Monthly%20rotation%20of%20best-performing%20assets%20vs.%20buy-and-hold.md) |
| NVDA: ALL AT ONCE OR FOUR WEEKS? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/NVDA%3A%20ALL%20AT%20ONCE%20OR%20FOUR%20WEEKS%3F/NVDA%3A%20ALL%20AT%20ONCE%20OR%20FOUR%20WEEKS%3F.md) |
| Neurons Respond on Average - Does Every Trial Work | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Neurons%20Respond%20on%20Average%20-%20Does%20Every%20Trial%20Work/Neurons%20Respond%20on%20Average%20-%20Does%20Every%20Trial%20Work.md) |
| Neutrino Energy - Does Higher Mean Sharper | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Neutrino%20Energy%20-%20Does%20Higher%20Mean%20Sharper/Neutrino%20Energy%20-%20Does%20Higher%20Mean%20Sharper.md) |
| Neutrino Hotspots - Signal or Chance | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Neutrino%20Hotspots%20-%20Signal%20or%20Chance/Neutrino%20Hotspots%20-%20Signal%20or%20Chance.md) |
| One Neutrino - How Much Sky | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/One%20Neutrino%20-%20How%20Much%20Sky/One%20Neutrino%20-%20How%20Much%20Sky.md) |
| Our Nearest Exoplanet - How Long Is the Trip | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Our%20Nearest%20Exoplanet%20-%20How%20Long%20Is%20the%20Trip/Our%20Nearest%20Exoplanet%20-%20How%20Long%20Is%20the%20Trip.md) |
| Reproducing the Dexamethasone Gene Response | @servasyy_ai | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Reproducing%20the%20Dexamethasone%20Gene%20Response/Reproducing%20the%20Dexamethasone%20Gene%20Response.md) |
| Shared vs Separate Checkout Lines Simulation | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Shared%20vs%20Separate%20Checkout%20Lines%20Simulation/Shared%20vs%20Separate%20Checkout%20Lines%20Simulation.md) |
| Soil Heavy Metals - Upstream vs Downstream | @RealYDT | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Soil%20Heavy%20Metals%20-%20Upstream%20vs%20Downstream/Soil%20Heavy%20Metals%20-%20Upstream%20vs%20Downstream.md) |
| Spending $100 on Ads vs. $100 on Content Which | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Spending%20%24100%20on%20Ads%20vs.%20%24100%20on%20Content%20Which/Spending%20%24100%20on%20Ads%20vs.%20%24100%20on%20Content%20Which.md) |
| We keep arguing in the studio about product phot | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/We%20keep%20arguing%20in%20the%20studio%20about%20product%20phot/We%20keep%20arguing%20in%20the%20studio%20about%20product%20phot.md) |
| What Follows a Bitcoin Surge? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/What%20Follows%20a%20Bitcoin%20Surge%3F/What%20Follows%20a%20Bitcoin%20Surge%3F.md) |
| What Happens If You Remove 1% of the Nodes from the Fruit Fly Brain Network? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/What%20Happens%20If%20You%20Remove%201%25%20of%20the%20Nodes%20from%20the%20Fruit%20Fly%20Brain%20Network%3F/What%20Happens%20If%20You%20Remove%201%25%20of%20the%20Nodes%20from%20the%20Fruit%20Fly%20Brain%20Network%3F.md) |
| Which Planet Is Most Like Earth—and Who Decides | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Which%20Planet%20Is%20Most%20Like%20Earth%E2%80%94and%20Who%20Decides/Which%20Planet%20Is%20Most%20Like%20Earth%E2%80%94and%20Who%20Decides.md) |
| Why Do Coffee and Sleep Studies Disagree | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Why%20Do%20Coffee%20and%20Sleep%20Studies%20Disagree/Why%20Do%20Coffee%20and%20Sleep%20Studies%20Disagree.md) |
| which deal is actually cheaper | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/which%20deal%20is%20actually%20cheaper/which%20deal%20is%20actually%20cheaper.md) |
| Can Tesla Roadster REALLY Hit 0-60 mph in 1 Second? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/Can%20Tesla%20Roadster%20REALLY%20Hit%200-60%20mph%20in%201%20Second/Can%20Tesla%20Roadster%20REALLY%20Hit%200-60%20mph%20in%201%20Second.md) |
| How Much Gas Does It Take to Make a Tesla Roadster Hover for 5 Seconds? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Curiosity%20Lab/How%20Much%20Gas%20Does%20It%20Take%20to%20Make%20a%20Tesla%20Roadster%20Hover%20for%205%20Seconds/How%20Much%20Gas%20Does%20It%20Take%20to%20Make%20a%20Tesla%20Roadster%20Hover%20for%205%20Seconds.md) |
## AI Research (47)
| Case | Creator | Introduction |
|---|---|---|
| AI Explains Math - What Gets Lost | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/AI%20Explains%20Math%20-%20What%20Gets%20Lost/AI%20Explains%20Math%20-%20What%20Gets%20Lost.md) |
| AI Math Citations - Do They Check Out | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/AI%20Math%20Citations%20-%20Do%20They%20Check%20Out/AI%20Math%20Citations%20-%20Do%20They%20Check%20Out.md) |
| AI Math Counterexample - Does Exact Arithmetic Agree | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/AI%20Math%20Counterexample%20-%20Does%20Exact%20Arithmetic%20Agree/AI%20Math%20Counterexample%20-%20Does%20Exact%20Arithmetic%20Agree.md) |
| AI Math Papers - Can You Check the Proofs | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/AI%20Math%20Papers%20-%20Can%20You%20Check%20the%20Proofs/AI%20Math%20Papers%20-%20Can%20You%20Check%20the%20Proofs.md) |
| AI or Human - What Story Structure Reveals | @Saccc_c | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/AI%20or%20Human%20-%20What%20Story%20Structure%20Reveals/AI%20or%20Human%20-%20What%20Story%20Structure%20Reveals.md) |
| CAN 10,000 AI PAPERS PREDICT WHICH TOPICS WILL GROW SIX MONTHS LATER? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/CAN%2010%2C000%20AI%20PAPERS%20PREDICT%20WHICH%20TOPICS%20WILL%20GROW%20SIX%20MONTHS%20LATER%3F/CAN%2010%2C000%20AI%20PAPERS%20PREDICT%20WHICH%20TOPICS%20WILL%20GROW%20SIX%20MONTHS%20LATER%3F.md) |
| Can AI Bluff and Detect Bluffs in Poker | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Bluff%20and%20Detect%20Bluffs%20in%20Poker/Can%20AI%20Bluff%20and%20Detect%20Bluffs%20in%20Poker.md) |
| Can AI Extract Final Action Items, Owners, and Deadlines | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Extract%20Final%20Action%20Items%2C%20Owners%2C%20and%20Deadlines/Can%20AI%20Extract%20Final%20Action%20Items%2C%20Owners%2C%20and%20Deadlines.md) |
| Can AI Find Five Hidden Planet-Like Signals | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Find%20Five%20Hidden%20Planet-Like%20Signals/Can%20AI%20Find%20Five%20Hidden%20Planet-Like%20Signals.md) |
| Can AI Find Three Contradictions in a 20-Page Presentation | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Find%20Three%20Contradictions%20in%20a%2020-Page%20Presentation/Can%20AI%20Find%20Three%20Contradictions%20in%20a%2020-Page%20Presentation.md) |
| Can AI Find the Cheapest Checkout with 100 Discount Rules | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Find%20the%20Cheapest%20Checkout%20with%20100%20Discount%20Rules/Can%20AI%20Find%20the%20Cheapest%20Checkout%20with%20100%20Discount%20Rules.md) |
| Can AI Find the Shortest Paris Sightseeing Route | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Find%20the%20Shortest%20Paris%20Sightseeing%20Route/Can%20AI%20Find%20the%20Shortest%20Paris%20Sightseeing%20Route.md) |
| Can AI Fit 10 London Landmarks Into One Day | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Fit%2010%20London%20Landmarks%20Into%20One%20Day/Can%20AI%20Fit%2010%20London%20Landmarks%20Into%20One%20Day.md) |
| Can AI Fit Eight Tasks in 30 Minutes | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Fit%20Eight%20Tasks%20in%2030%20Minutes/Can%20AI%20Fit%20Eight%20Tasks%20in%2030%20Minutes.md) |
| Can AI Fix a Tiny Bug | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Fix%20a%20Tiny%20Bug/Can%20AI%20Fix%20a%20Tiny%20Bug.md) |
| Can AI Guess the Animal in 20 Yes-or-No Questions | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Guess%20the%20Animal%20in%2020%20Yes-or-No%20Questions/Can%20AI%20Guess%20the%20Animal%20in%2020%20Yes-or-No%20Questions.md) |
| Can AI Keep Track of Corrections in Meeting Notes | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Keep%20Track%20of%20Corrections%20in%20Meeting%20Notes/Can%20AI%20Keep%20Track%20of%20Corrections%20in%20Meeting%20Notes.md) |
| Can AI Make Good Trade-Offs When Packing a Suitcase | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Make%20Good%20Trade-Offs%20When%20Packing%20a%20Suitcase/Can%20AI%20Make%20Good%20Trade-Offs%20When%20Packing%20a%20Suitcase.md) |
| Can AI Pick the Right Contact | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Pick%20the%20Right%20Contact/Can%20AI%20Pick%20the%20Right%20Contact.md) |
| Can AI Plan Seven Lunches Under $50 If Ingredients Must Be Bought in Full Packages | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Plan%20Seven%20Lunches%20Under%20%2450%20If%20Ingredients%20Must%20Be%20Bought%20in%20Full%20Packages/Can%20AI%20Plan%20Seven%20Lunches%20Under%20%2450%20If%20Ingredients%20Must%20Be%20Bought%20in%20Full%20Packages.md) |
| Can AI Plan a Fair Chinese Shared Dinner | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Plan%20a%20Fair%20Chinese%20Shared%20Dinner/Can%20AI%20Plan%20a%20Fair%20Chinese%20Shared%20Dinner.md) |
| Can AI Read the Numbers from One Chart | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Read%20the%20Numbers%20from%20One%20Chart/Can%20AI%20Read%20the%20Numbers%20from%20One%20Chart.md) |
| Can AI Recommend Movies That Follow Your Rules | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Recommend%20Movies%20That%20Follow%20Your%20Rules/Can%20AI%20Recommend%20Movies%20That%20Follow%20Your%20Rules.md) |
| Can AI Spot the Errors in a Spreadsheet | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20AI%20Spot%20the%20Errors%20in%20a%20Spreadsheet/Can%20AI%20Spot%20the%20Errors%20in%20a%20Spreadsheet.md) |
| Can Jev Route Prompts as Well as General LLMs | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20Jev%20Route%20Prompts%20as%20Well%20as%20General%20LLMs/Can%20Jev%20Route%20Prompts%20as%20Well%20as%20General%20LLMs.md) |
| Can One Extra Token Make AI Cost 5× as Much | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20One%20Extra%20Token%20Make%20AI%20Cost%205%C3%97%20as%20Much/Can%20One%20Extra%20Token%20Make%20AI%20Cost%205%C3%97%20as%20Much.md) |
| Can Social Pressure Make AI Change a Correct Answer | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20Social%20Pressure%20Make%20AI%20Change%20a%20Correct%20Answer/Can%20Social%20Pressure%20Make%20AI%20Change%20a%20Correct%20Answer.md) |
| Can a Layout Change Make AI Miss Parts of Your Resume | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20a%20Layout%20Change%20Make%20AI%20Miss%20Parts%20of%20Your%20Resume/Can%20a%20Layout%20Change%20Make%20AI%20Miss%20Parts%20of%20Your%20Resume.md) |
| Can a Simple Algorithm Beat AI at Wordle | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20a%20Simple%20Algorithm%20Beat%20AI%20at%20Wordle/Can%20a%20Simple%20Algorithm%20Beat%20AI%20at%20Wordle.md) |
| Can an AI Bidder Overpay and Lose Money | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20an%20AI%20Bidder%20Overpay%20and%20Lose%20Money/Can%20an%20AI%20Bidder%20Overpay%20and%20Lose%20Money.md) |
| Does AI Practice Translate into Independent Learning | @cheery9998 | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Does%20AI%20Practice%20Translate%20into%20Independent%20Learning/Does%20AI%20Practice%20Translate%20into%20Independent%20Learning.md) |
| How Far Has AI Drug Discovery Really Gotten | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/How%20Far%20Has%20AI%20Drug%20Discovery%20Really%20Gotten/How%20Far%20Has%20AI%20Drug%20Discovery%20Really%20Gotten.md) |
| How Many Homes Could AI Data Centers Power | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/How%20Many%20Homes%20Could%20AI%20Data%20Centers%20Power/How%20Many%20Homes%20Could%20AI%20Data%20Centers%20Power.md) |
| How Much Memory Does a Trillion-Parameter AI Need | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/How%20Much%20Memory%20Does%20a%20Trillion-Parameter%20AI%20Need/How%20Much%20Memory%20Does%20a%20Trillion-Parameter%20AI%20Need.md) |
| Is Thinking Longer Worth It? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Is%20Thinking%20Longer%20Worth%20It%3F/Is%20Thinking%20Longer%20Worth%20It%3F.md) |
| MiMo-V2.6 Pro vs. Flash - Is More RL Spending Worth It | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/MiMo-V2.6%20Pro%20vs.%20Flash%20-%20Is%20More%20RL%20Spending%20Worth%20It/MiMo-V2.6%20Pro%20vs.%20Flash%20-%20Is%20More%20RL%20Spending%20Worth%20It.md) |
| One-Shot vs Chunked | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/One-Shot%20vs%20Chunked/One-Shot%20vs%20Chunked.md) |
| Open AI Models - What Can You Actually Download | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Open%20AI%20Models%20-%20What%20Can%20You%20Actually%20Download/Open%20AI%20Models%20-%20What%20Can%20You%20Actually%20Download.md) |
| Recursive Self-Improvement - What Does the Evidence Show | @dongxi_nlp | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Recursive%20Self-Improvement%20-%20What%20Does%20the%20Evidence%20Show/Recursive%20Self-Improvement%20-%20What%20Does%20the%20Evidence%20Show.md) |
| Revised AI Papers - Did the Main Claim Change | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Revised%20AI%20Papers%20-%20Did%20the%20Main%20Claim%20Change/Revised%20AI%20Papers%20-%20Did%20the%20Main%20Claim%20Change.md) |
| Run JEV through 1,000 hands of Texas Holdem | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Run%20JEV%20through%201%2C000%20hands%20of%20Texas%20Holdem/Run%20JEV%20through%201%2C000%20hands%20of%20Texas%20Holdem.md) |
| The 100K Cliff | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/The%20100K%20Cliff/The%20100K%20Cliff.md) |
| WOULD AN AI KEEP COOPERATING? | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/WOULD%20AN%20AI%20KEEP%20COOPERATING%3F/WOULD%20AN%20AI%20KEEP%20COOPERATING%3F.md) |
| Where Do AlphaFold Protein Structures Lose Confidence | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Where%20Do%20AlphaFold%20Protein%20Structures%20Lose%20Confidence/Where%20Do%20AlphaFold%20Protein%20Structures%20Lose%20Confidence.md) |
| Will 10× Cheaper AI Increase Total Spending | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Will%2010%C3%97%20Cheaper%20AI%20Increase%20Total%20Spending/Will%2010%C3%97%20Cheaper%20AI%20Increase%20Total%20Spending.md) |
| Will AI Overrefund or Underrefund | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Will%20AI%20Overrefund%20or%20Underrefund/Will%20AI%20Overrefund%20or%20Underrefund.md) |
| Can We Reproduce Chinchilla Scaling | @Xudong07452910 | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/AI%20Research/Can%20We%20Reproduce%20Chinchilla%20Scaling/Can%20We%20Reproduce%20Chinchilla%20Scaling.md) |
## Academic Research (30)
| Case | Creator | Introduction |
|---|---|---|
| 2,000 Natural Products - How Diverse Are They | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/2%2C000%20Natural%20Products%20-%20How%20Diverse%20Are%20They/2%2C000%20Natural%20Products%20-%20How%20Diverse%20Are%20They.md) |
| Air Pollution - Is the Turning Point Real | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Air%20Pollution%20-%20Is%20the%20Turning%20Point%20Real/Air%20Pollution%20-%20Is%20the%20Turning%20Point%20Real.md) |
| Amazon Tree-Cover Loss - Does the Definition Change the Picture | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Amazon%20Tree-Cover%20Loss%20-%20Does%20the%20Definition%20Change%20the%20Picture/Amazon%20Tree-Cover%20Loss%20-%20Does%20the%20Definition%20Change%20the%20Picture.md) |
| AqSolDB scaffold novelty and aqueous solubility prediction | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/AqSolDB%20scaffold%20novelty%20and%20aqueous%20solubility%20prediction/AqSolDB%20scaffold%20novelty%20and%20aqueous%20solubility%20prediction.md) |
| Are Overdose Deaths Rising Because America Is Aging | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Are%20Overdose%20Deaths%20Rising%20Because%20America%20Is%20Aging/Are%20Overdose%20Deaths%20Rising%20Because%20America%20Is%20Aging.md) |
| Blood Metabolites - Can They Distinguish Cancer from Polyps | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Blood%20Metabolites%20-%20Can%20They%20Distinguish%20Cancer%20from%20Polyps/Blood%20Metabolites%20-%20Can%20They%20Distinguish%20Cancer%20from%20Polyps.md) |
| COVID-19 Case Counts - Trend or Reporting Noise | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/COVID-19%20Case%20Counts%20-%20Trend%20or%20Reporting%20Noise/COVID-19%20Case%20Counts%20-%20Trend%20or%20Reporting%20Noise.md) |
| Can We Forecast Mauna Loa's CO2 | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Can%20We%20Forecast%20Mauna%20Loa%27s%20CO2/Can%20We%20Forecast%20Mauna%20Loa%27s%20CO2.md) |
| Chemical Activity Predictions - Can We Trust the Probabilities | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Chemical%20Activity%20Predictions%20-%20Can%20We%20Trust%20the%20Probabilities/Chemical%20Activity%20Predictions%20-%20Can%20We%20Trust%20the%20Probabilities.md) |
| Diet Diversity - Does the Gut Microbiome Differ | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Diet%20Diversity%20-%20Does%20the%20Gut%20Microbiome%20Differ/Diet%20Diversity%20-%20Does%20the%20Gut%20Microbiome%20Differ.md) |
| EGFR potency prediction - an inspectable pilot | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/EGFR%20potency%20prediction%20-%20an%20inspectable%20pilot/EGFR%20potency%20prediction%20-%20an%20inspectable%20pilot.md) |
| Florida precipitation and Niño 3.4 seasonal association | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Florida%20precipitation%20and%20Ni%C3%B1o%203.4%20seasonal%20association/Florida%20precipitation%20and%20Ni%C3%B1o%203.4%20seasonal%20association.md) |
| GLP-1 medicines and adverse-event reporting patterns | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/GLP-1%20medicines%20and%20adverse-event%20reporting%20patterns/GLP-1%20medicines%20and%20adverse-event%20reporting%20patterns.md) |
| Genomic context of the Horvath epigenetic clock | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Genomic%20context%20of%20the%20Horvath%20epigenetic%20clock/Genomic%20context%20of%20the%20Horvath%20epigenetic%20clock.md) |
| Involved versus uninvolved Crohn ileum - donor-aware expression assessment | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Involved%20versus%20uninvolved%20Crohn%20ileum%20-%20donor-aware%20expression%20assessment/Involved%20versus%20uninvolved%20Crohn%20ileum%20-%20donor-aware%20expression%20assessment.md) |
| KRAS Mutations - Do Survival Patterns Differ | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/KRAS%20Mutations%20-%20Do%20Survival%20Patterns%20Differ/KRAS%20Mutations%20-%20Do%20Survival%20Patterns%20Differ.md) |
| Kidney Cancer - What Sets the Subtypes Apart | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Kidney%20Cancer%20-%20What%20Sets%20the%20Subtypes%20Apart/Kidney%20Cancer%20-%20What%20Sets%20the%20Subtypes%20Apart.md) |
| Lymphoma Biomarkers - What Does the Evidence Support | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Lymphoma%20Biomarkers%20-%20What%20Does%20the%20Evidence%20Support/Lymphoma%20Biomarkers%20-%20What%20Does%20the%20Evidence%20Support.md) |
| Mass Spectra - Can They Reveal a Chemical Family | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Mass%20Spectra%20-%20Can%20They%20Reveal%20a%20Chemical%20Family/Mass%20Spectra%20-%20Can%20They%20Reveal%20a%20Chemical%20Family.md) |
| Monitoring-site mix and PM2.5 trends in Los Angeles County (2015–2024) | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Monitoring-site%20mix%20and%20PM2.5%20trends%20in%20Los%20Angeles%20County%20%282015%E2%80%932024%29/Monitoring-site%20mix%20and%20PM2.5%20trends%20in%20Los%20Angeles%20County%20%282015%E2%80%932024%29.md) |
| Ocean Microbes - How Do They Relate to Nutrients | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Ocean%20Microbes%20-%20How%20Do%20They%20Relate%20to%20Nutrients/Ocean%20Microbes%20-%20How%20Do%20They%20Relate%20to%20Nutrients.md) |
| PFAS assay activity and placental cell-type expression | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/PFAS%20assay%20activity%20and%20placental%20cell-type%20expression/PFAS%20assay%20activity%20and%20placental%20cell-type%20expression.md) |
| Pennsylvania construction employment and monitored PM2.5, 2023 | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Pennsylvania%20construction%20employment%20and%20monitored%20PM2.5%2C%202023/Pennsylvania%20construction%20employment%20and%20monitored%20PM2.5%2C%202023.md) |
| Physical activity and diabetes among US adults (NHANES 2011–2018) | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Physical%20activity%20and%20diabetes%20among%20US%20adults%20%28NHANES%202011%E2%80%932018%29/Physical%20activity%20and%20diabetes%20among%20US%20adults%20%28NHANES%202011%E2%80%932018%29.md) |
| Protein Measurements - Do the Ratios Add Up | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Protein%20Measurements%20-%20Do%20the%20Ratios%20Add%20Up/Protein%20Measurements%20-%20Do%20the%20Ratios%20Add%20Up.md) |
| Protein abundance in ischemic failing versus non-failing human hearts | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Protein%20abundance%20in%20ischemic%20failing%20versus%20non-failing%20human%20hearts/Protein%20abundance%20in%20ischemic%20failing%20versus%20non-failing%20human%20hearts.md) |
| RAS mutations in two public pancreatic cohorts | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/RAS%20mutations%20in%20two%20public%20pancreatic%20cohorts/RAS%20mutations%20in%20two%20public%20pancreatic%20cohorts.md) |
| Registry-results availability in completed glioblastoma trials | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Registry-results%20availability%20in%20completed%20glioblastoma%20trials/Registry-results%20availability%20in%20completed%20glioblastoma%20trials.md) |
| Spatial Immune Organization and Breast Cancer Prognosis | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Spatial%20Immune%20Organization%20and%20Breast%20Cancer%20Prognosis/Spatial%20Immune%20Organization%20and%20Breast%20Cancer%20Prognosis.md) |
| Worm longevity genes and human exceptional-longevity evidence | — | [Read](https://huggingface.co/datasets/AIPOCH-AI/open-science-usecases/blob/main/Academic%20Research/Worm%20longevity%20genes%20and%20human%20exceptional-longevity%20evidence/Worm%20longevity%20genes%20and%20human%20exceptional-longevity%20evidence.md) |