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A student works 1/2 plus 1/3 as 1/6, tutors would simply drill problems till they get it right. But that just builds on a shaky base, faultline solves that by adressing the root cause of that problem.
You can't put the answer inside the prediction. NASA's vetting flags are the answer, so my leakage-conservative model drops them. Three classes, 0.836 macro F1 out-of-fold. With the answers: 0.936
We forecast the satellite signals of drought before satellites can see them through ML cascade bridges + ECMWF SEAS5 deliver 1–3 month drought warnings for Kenya's pastoral drylands.
AI restoration invents history. Trueprint restores old photos and audio, then proves exactly what's real and what the AI invented, sealed with C2PA provenance on Backblaze B2.
An AI-powered architect for the Nifty 500.
A continuous glucose monitor tells you that you're low. GlucoGuard tells you you're about to be, and lets you set how often it's allowed to be wrong.
Objective AI diagnostics for motor speech disorders. We leverage acoustic ML and digital signal processing to instantly detect dysarthria and prescribe personalized rehabilitation.
**Sentinel AI: Autonomous Intelligence for Subsea Command and Emergency Response**
GridSense is a tool that predicts motor breakdowns years in advance, providing users with clear next steps based on an entirely local analysis of short audio segments from a user's appliance.
NemuruAI analyzes overnight sleep audio to identify possible apnea-like breathing patterns, offering an accessible first step toward earlier professional screening.
Husika Alert turns an ICPAC forecast into a message one person will act on: in their language, from a voice they trust, with one thing to do, and never lets the AI invent a word of it.
Connect any model, tool, service, or communication channel through one dynamic multi-agent system.
Causal replay and zero-authority assurance for robotics perception.
From experimental evidence to trustworthy scientific decisions.
Paste a PR. Lever runs the real changed code in a sandbox, differential-tests old vs new & lets you pull on a playable microworld simulation of the difference or refuses honestly if it can't prove it.
A multi-agent AI art system where specialized creative agents transform human emotion into poetry, music, visuals, and mathematics, creating art impossible without AI collaboration.
Wealth-management AI that ships every recommendation with its receipts.
OmicsTrust combines rigorous statistical auditing with a GPT-5.6 Evidence Copilot to reveal confounding, instability, and claim limits before costly biological validation.
The agent proposes an allocation. The solver corrects it under real risk constraints via linear programming — in under 20ms, with a full audit ledger. Not a gate. A fix.
A friendly desktop companion that listens on demand, remembers personal details locally, and responds in European Portuguese through an animated avatar.
We built a self-contained, interactive bioinformatics classroom dashboard in Google Colab
An AI-powered peptide drug design lab that predicts kinase phosphorylation targets from raw amino acid sequences and generates clinical drug reports using Qwen-2.5—all free on Google Colab.
Turn local files into organized, searchable knowledge.
