Overall Grand Prize
MLB Pitcher Mechanics Scorecard
Should the manager pull the pitcher? Let's find out. With machine learning and computer vision we evaluate each pitch to see if a pitcher is ready to be pulled!
visionscience
Jake DiBatttista
AI lab hackathons, 2025 to now
What got built, and what won.
Every submission from hackathons run by Anthropic, OpenAI, Google, Meta and the other big labs, with the winners marked and the code linked.
- projects
- 31,980
- hackathons
- 93
- award winners
- 585
- inferred from GitHub
- 433
1st Place
OpenCortex
OpenCortex is a social science platform where human researchers and multiple AI agents collaborate: posting ideas, writing papers, reviewing each other's work, and pushing science forward together.
scienceagents
Yann Bilien
1st Place
Billie Gene
Billie Gene is a rapid vaccine-design research acceleration platform built to reduce the early bottleneck in responding to emerging viral outbreaks such as Ebola or Hantavirus.
healthscience
Victoria Wang, Eric He, Weining Li +1
1st Place | Education
Mechanica — A Digital Museum of Ancient Chinese Machines
Four lost ancient Chinese machines reborn as physically-simulated, source-cited interactive exhibits — with a GPT-5.6 docent that refuses to hallucinate.
culture/heritagescience
Caleb0796 wei, yukunl Li, O Z
Fivetran - 1st Place
Unravel
Five agents watch evolving variant evidence, re-score a clinic's uncertain DNA findings with a calibrated Bayesian model, and draft family recontact the moment one turns actionable. Draft-only.
healthscience
Faith Ogundimu
1st Place
polar bears
TRY THE DEMO LIVE!
sciencerobotics/hardware
Jonathan Yang Tsang, Ben Xie, Dhilen Mistry
MongoDB - 1st Place
Epiq
Intelligent A.I Outbreak Tracker
healthscienceagents
Nine Hearts, V V
1st Place
Axiom
We implemented 4 GPU kernels using Helion DSL targeting NVIDIA B200 (Blackwell) GPUs: 1.
dev toolsscience
Yahya Alhinai
2nd Place
Sim Francisco
Sim Francisco: a living digital twin of San Francisco's population: poll a representative, Census-seeded synthetic city in seconds, and run what-if futures before they happen.
scienceagents
Tejas Prabhune, Tanmayi Priya Dasari
2nd Place
Zero Shot Cancer
RL environment for autonomous biologist agents.
scienceagents
Sean Chang, Minh Truong, Kevin Vo
2nd Place
Meet Beaker
Meet Beaker — an app that streamlines experimental protocols for scientists by shortening prep time and providing a spoken interface for step-by-step guidance, note-taking, and progress tracking.
sciencevoice
James Nicholson, Sanskar Thapa, Bray Torres +2
2nd Place
WarpDrive
Here's how each kernel works: 1.
dev toolsscience
Warren Low, Vishal Goklani, S G +1
2nd Place
Pravāh
Electric grid operators are overwhelmed with the data needed to manage complex grid operations, including weather, state-space estimation, network congestion, bidirectional electricity flow, DER coordination, and asset f
agentsscience
Mohak Mangal, Dhruv Suri
2nd Place: $1,500 in Anthropic API Credits!
Weaver: Steerable Search with Claude
Improved neural search with Sparse Autoencoders
dev toolsscience
MongoDB - 3rd Place
Sentinel Flood-Watch Agent
An AI agent that proactively monitors Accra's ecological sites using remote sensing data and advanced analytics, and alerts authorities and stakeholders to potential environmental threats.
scienceagents
Elikplim Kudowor
3rd Place
Lattice
Simulation and prediction engine for game physics !!
sciencevision
Richard Rex
North America Regional Winner
Energy Agent AI
Multi-agent AI transforming energy customer management through Google ADK orchestration
scienceagents
Honorable Mentions
Particle Physics Agent
A physics AI agent that converts natural language into validated Feynman diagrams, using real physical laws and high-fidelity data—bridging theory, automation, and symbolic reasoning.
scienceagents
Zhengxian Jin, tianyu zhang
Winners
Lodestar — Offline AI Survival Copilot
Offline AI survival copilot for when GPS and networks fail: on-device first-aid triage, true-north navigation via solar/star compass, and medic-casualty translation. No connectivity required.
healthscience
lodestar
Honorable Mentions
BatteryForgeAI
Multi-agent battery intelligence. Specialized AI for vision-based defect detection, charging optimization, and fleet safety to maximize battery lifecycle and performance.
robotics/hardwarescience
Kumari Surya Remanan, shankar rajan
Honorable Mentions
Orphafold
OrphaFold orchestrates specialized Gemini 3 agents to bridge Orphanet, UniProt, Pubmed and AlphaFold data. Our AI Agents automates rare disease research to discover hidden therapeutic connections.
healthscienceagents
Paul Barbaste
Honorable Mentions
Gemini GeoFlow
Fusing Text and Terrain: An LLM-Powered Pipeline for Preparing Archaeological Datasets
sciencevision
Linduo Li, Zifeng Wang
Best of Challenge 5: Prospect Prediction
MLB™ 3P: Prospect Potential Predictor
3P uses data and analytics to predict prospects' MLB potential, helping teams scout smarter, develop talent, and uncover future stars. It's a game-changer for baseball's future.
science
WebMCP Challenge Winners
Roque Nights
Plan the night sky with your agent. One instrument, two operators.
scienceagents
Sebastián Fernández García
The Taskmaster
Latch
Gemini evolves verified observers on five FPGAs for instruments producing up to 6.5 Tb/s. Blind tests matched three spacecraft; Latch also preserved a Fermi event NASA’s systems missed.
sciencerobotics/hardware
Honorable Mentions
CURI
An agentic framework focused on autonomous research
scienceagents
Yanbo Cheng
Professional Services Access
C2x
An AI ecosystem with six Gemini agents bridging architects with public & private entities to formulate and deliver housing — carbon-negative, seismic-resistant, locally built.
scienceagents
Esteban Londoño
API Credits + Cash
Immortal
Bryan Johnson spends 3 million dollars a year to stay alive forever. Not everyone has 3 million dollars. Download Immortal.
healthscience
Adam Zeineldin, Shanmukha Pothukuchi, Reyan Yousif +1
Claude Track
Grey Matter
Your video has a watch time. Now it has a brain scan. Grey Matter maps cortical activation second by second, so you can see the exact moment attention spikes, drops, and dies before your CTA lands.
sciencecreative/music
Jessie Li, Ashlee Chae, Audrey Chan +1
Linkup Challenge - Best use of the Linkup search API
Pulse
Pharmacies are disappearing from the Bronx. Overdoses are spiking. Pulse fuses LinkUp, 311, and CMS data to predict where the next pharmacy desert forms and sends help before it's too late.
healthscience
Ishan Malik, Pratyush Singhal, Nayansh Patni +1
$500 dollars in API Credits
CityScape
Visualize your city's footprint and green spaces using real-world data!
science
Poneesh Kumar, anushka punukollu, Tanvi B +1
Honorable Mentions
Orbital Assets
The first Investment Bank for the solar system. Orbital Assets, powered by Gemini 3 Reasoning, turns raw NASA asteroid data into rigorous, physics-based financial valuations.
financescience
Mauricio Castro, Tiancheng Chen
20 Category Winners
Atlas Local
Your community's potential, mapped.
scienceproductivity
Abdullah Al Noman
Community Favorite
Sensor Technologies for Determining Cyclist Power Output
Development of cycling power meter applications within road biking that provides insights into the real time power expenditure and efficiency using Google Maps and Earth for data visualization.
sciencehealth
Doug Daniels
Community Favorite
GEOSTORM
"GEOSTORM: See the Change, Be the Change."
science
Pavan S, J KISHOR IT, ABHIJEETH V N +2
Best of Challenge 1: Wild Card
Historic Matchup Simulator
Imagine creating matchups between any MLB teams throughout baseball history. With MLB StatsAPI data and Google Gemini, you can.
scienceculture/heritage
Best of Challenge 4: Generate Statcast Data from Old Videos
Statcast CV Model: Performs like the Pirates!
Utilize 2 models, an DNN with advanced feature engineering and a Spatiotemporal NN, to more accurately predict Stat Cast metrics on historical videos.
visionscience
Finalist
DoctorDean
What I built.
sciencedev toolsagents
Dean Sherry
Finalist
Mobius
You drop a physics paper as a PDF.
scienceeducation
David Hayot
Finalist
Jaymin
I used Claude to train a protein language model that can generate an extremophilic version of any enzyme, maintaining its function, while allowing it to survive extreme temperatures, pH, salinity, etc.
science
Jaymin Patel
Finalist
Faith Ogundimu
Diffuse midline glioma is a paediatric brainstem cancer that is almost uniformly fatal: about ninety percent of children die within two years, and the first systemic drug, approved in 2025, does not cure.
healthscience
Faith Ogundimu
Finalist
Rewild Earth
Imagine a planet you can talk to.
science
Jade Tseng
Finalist
Alpha_BioAgent
🔥 The Problem: AI "Hallucinations" in Biology Normal AIs (like ChatGPT) are great at talking but bad at physics.
scienceagents
Sehoon Park
Finalist
BEAMTEAM
BEAMTEAM is a self-driving optical engineering system that turns a published figure into a buildable, verified laser-optics bench in under three minutes.
sciencerobotics/hardware
dave rauchwerk
Finalist
Hippocampus AI
Hippocampus AI is the memory and reasoning engine for scientific discovery.
scienceagents
Finalist
Tina Lasisi
Many primates are sexually dichromatic — males and females are different colors.
science
Tina Lasisi
Finalist
Springbuilt
Hi!
healthscience
Shereen Lee
Finalist
AlphaVector
https://alphavector.vercel.app/ AlphaVector is a Gemini-powered public health operations platform.
healthscienceagents
Finalist
cob-farmers
fully autokernel generated
dev toolsscience
Fabrizio Milo
Finalist
GAIA
GAIA is an OpenEnv-compatible geospatial reasoning environment where an AI agent infers hidden real-world locations using multi-step tool calls (terrain, weather, sun angle, language, architecture, street/aerial cues) un
sciencevisionagents
Finalist
Redline
Redline uses live NFL player tracking data and Gemini to analyze when players are showing increased signs of injury and enable coaches to be smarter about player health.
healthscience
Carter Smith
Finalist
AstroLab
A virtual env for astrophysicists to find, test, and hypothesis research based on data via visualisations, initial reports, and simulations
agentsscience
Samir Lasseur
Buba Shrimp
Optimized code for each kernel is listed under respective folder
dev toolsscience
Raka Kumar
Motif
Motif is a molecular-biology workbench that runs inside Claude Science as a plugin.
sciencedev tools
Jacob Vogan
Farallon
Visual geological understanding with GPT-6 Astra.
science
William Davis
Barbara Pascetta
Your genome is the longest text ever written about you.
healthscience
Barbara Pascetta
Impossible Moments
Every major AI benchmark tests acquired competence: knowledge retrieval, code generation, math proofs.
agentsscience
Muratcan Koylan
PerturbGate
PerturbGate is an open-data, reproducible pipeline that turns a genome-scale primary human CD4 T-cell Perturb-seq screen into evidence-gated mechanism hypotheses — not another ranking of hits.
sciencehealth
Margarita Soloshenko
falsify
Teams ship AI accuracy claims that evaporate under scrutiny not from malice, but because the claim was never structured to be falsifiable.
dev toolsscience
Cuneyt Ozturk
Nephilim
This project introduces an AI-native drug discovery workspace that connects traditional medicinal knowledge with modern computational biology.
healthscience