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Peat-fire forecasts you can hold to account. We predict where Indonesia's fires spread next, seal each forecast on Bitcoin before it happens, then score it in public against NASA satellites.
The debugging coach that breaks your code on purpose. AI injects one realistic bug, a sandbox proves it with failing tests, and a Socratic coach guides you to the fix without giving it away.
Instant, live, feedback for piano playing at all levels
LotHold helps commodity buyers check supplier evidence and forest-risk signals before accepting a shipment, with a clear record of what was checked and what still needs attention.
Shopping starts with your imagination.
ARGUS uses OpenCV 5 to read industrial gauges, retry difficult inspections, detect warnings, and ask humans for help when readings are uncertain.
Tell PayPilot what you want to buy in plain language; the AI agent searches, compares, and checks you out with PayPal — all inside one chat.
AI that watches every campus camera, spots a weapon, checks it with IBM Granite Guardian and BeeAI, then calls 911 by itself with facts it can see, and follows the threat camera to camera.
CalmStep is a student productivity app built with Python and Streamlit. It helps students manage tasks, track progress, break work into smaller steps, and focus on one clear next step at a time.
Track 3 (also Track 1) · A shared ledger that makes every recovered, reclaimed and destroyed kilogram of HFC refrigerant add up across reclaimers, borders and carbon registries.
An AI-powered learning assistant that detects mistakes, explains why they happen, and helps learners improve with personalized insights.
A voice-first AI companion that protects, cares for and checks in on older adults
A custom DSL that compiles human-readable physics constraints into 3D CAD geometry and executes C-accelerated transient thermal simulations.
Evidence before action: Nebius Nemotron drafts source-cited shift handoffs, an independent Critic rejects unsupported claims, and a human makes the final call.
An AI front desk for solo businesses that turns inquiries into PayPal invoices — but never moves money without the owner's approval.
Pay overseas freelancers from Japan without the tax headache: Claude reads the invoice, fixed Japanese tax rules decide withholding and treaty relief, a human approves, PayPal Payouts pays.
OpenCV 5 spots a person who may have fallen; an agent decides what to look at next; a human makes every call.
An interactive, multi-agent AI tutor designed to make learning engaging through adaptive mascot-guided instruction, real-time feedback, and dynamic visual interactions.
ManipulaPy is a modular, GPU-accelerated Python package for robotic manipulator simulation, planning, control, and perception. It supports kinematics, dynamics, planning, control, PyBullet simulation
AI agents trade rooftop solar between neighbours every 15 minutes, settled on-chain, with hour-stamped clean-energy certificates that can be retired exactly once.
Every team automates code into production. AFTERLIFE automates the way out: Duo agents prove a feature is dead, switch it off, listen for knocks, then delete it and ship.
"A lightweight Python desktop utility for instant IPv4 subnet calculation and real-time network status checking."
An OpenCV 5 agent that finds trip and slip hazards, checks its own evidence, and asks a person before raising an alert.
Beyond Borders, Toward a Greener Future
