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Replay freshwater evidence, trace human decisions, and see when changing information makes a warning or review outdated.
OpenCV 5 visual-quality gating for bounded AI workflows with explicit human-review escalation.
FarSeat shows students and teachers which slide text may be too small from different classroom seats, so they can improve presentations before class.
AquaLedger answers water questions in 26 languages using only real EEA data. Every number is checked against its source, or the answer is withheld. Built for the OneAquaHealth challenge.
Language is no longer Barriers
AI that spots coral bleaching risk before the alarm sounds, and explains every estimate.
AI writes the code. REDLINE attacks it, repairs it, and verifies the evidence before you trust it.
An evidence-first engineering change agent that traces product dependencies, checks engineering constraints, and uncovers downstream risks, unknowns, and validation work before a change is approved.
Accessible walking directions for UTSA's two campuses: community-mapped ramps and barriers, AI photo detection, and step-free voice navigation.
An autonomous compiler that analyzes AI agent workflows, benchmarks NVIDIA Nemotron models, and generates cost- and latency-optimized model routing policies.
An AI-powered mental wellness platform that uses machine learning to analyze mental health indicators and provide insights to support student well-being and awareness.
A verified AI operations agent that prevents duplicate and unproven real-world actions using deterministic safety checks, human approval, provider reconciliation, and evidence-backed completion.
An AI hedge fund: describe a strategy, an agent trades it, the Mastermind splits the capital.
A hardware wallet on the Solana badge that shows you who you're paying and exactly what you're signing, so impostors and spoofed requests can't trick you into a payment.
Dora turns ecological questions into actionable insights for conservation teams, researchers, and land managers by uncovering historical patterns and forecast possible changes.
Coding interview walkthroughs you can pause, edit, and make your own.
A midwife texts a photo of her paper registry. DayOne reads the page and she confirms it.
Earned autonomy for machines. Always-on agents self-heal issues on edge devices: safe things alone, risky ones only after you approve on a wristband, with easy rollback to the previous state.
PipePulse is a declarative, human-readable Domain-Specific Language designed to replace brittle YAML pipelines in Cloud Infrastructure and CI/CD automation and run automated canary verifications.
A hardware wallet for AI agents: the AI can only ask, and no email, file delete or payment happens until our device shows the real action and a human signs it.
Don't flag it, prove it. ShipCheck attacks AI-generated code in a sandbox, proves each bug with a real exploit, fixes it, re-attacks the fix, then opens a draft PR. It never auto-merges.
Transforming ideas into impact: An AI-powered, scalable solution that turns data into action—automating workflows, optimizing resources, and empowering a smarter, self-reliant Digital Bharat. Now.
Steal the show with, save your wallet.
Photograph two recycled lenses on a printed sheet. OptiFrame measures each one to the millimetre and builds a 3D-printable frame that fits both, so donated lenses become glasses.