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One question every night: what would you do differently? Undo quietly maps where your regrets cluster — across twenty years of notes — so you change the thing, not just record it.
Know if it's safe before you get there, not after.
Stop risky AI agent actions before they execute by tracking context, data sensitivity, and multi-step tool behavior in real time.
Giving AegisForge visual perception to understand scenes, make decisions, and verify outcomes.
Equity Atlas reveals how enrollment, funding, staffing, and school choice shape opportunity across Alachua County—making inequities visible and helping East Gainesville advocate for change.
Move a rain slider and see which Cuajimalpa neighborhoods to prioritize for floods and landslides.
Genie checks broken links on FCI's Resource Map so a dead website doesn't get mistaken for a closed food pantry.
Ranking every Gainesville bus stop by heat, so shade goes where it's needed most.
Why is our observation needed? This interactive map reveals current blind spots, empowers the public to start observing, and highlights UF GeoDI's ongoing research on critical climate health risks.
Wind shifts, we shift faster turning citizen fire reports into climate-resilient decisions, instantly.
The book a construction trade local never kept: every bid, won or lost, and the arithmetic that turns it into a decision. Locals can keep the score. Today, nobody does.
Simulate how a wildfire spreads using live wind and NASA FIRMS data, watch evacuation routes close in real time, and test firebreaks to see what saves roads and communities. Not a forecast.
Learn smarter with AI — understand, practice, plan, and improve in one learning companion.
A climate-health planner that helps you schedule everyday activities around weather, air quality, and your health needs.
Interactive map designed to prevent Dengue and other mosquito-related illnesses by providing real time mosquito heat zones.
WebGPT is a browser-agent platform that lets AI use websites as reliable, structured tools instead of blindly clicking around.
An AI-powered dependency upgrade agent that automatically detects breaking changes, repairs Python code, runs tests, and verifies fixes with anti-cheating safeguards.
Everyday services assume too much. This agent reads the message, remembers what matters, and asks before it acts. Built on Alexa+ MCP with Bedrock, DynamoDB, EventBridge, Lambda, and SNS.
Satellites catch thousands of methane leaks a year. In 2024, UNEP sent 1,200 alerts and got 15 replies. Unanswered maps every ignored leak, names likely operators, and prices the warming they cause.
You are the last dragon. Your goal is to make it through the level alive. Beware it is filled with enemies and obstacles. You make it to the portal you win. Good luck! Side-Scroller 2D, made in unity
The interactive Web3 transaction decompiler and smart contract security studio that eliminates blind signing and catches logic flaws before deployment.
Invest with confidence without reading a single 10-K. Multi agent system turns SEC filings into a clear, verified verdict in minutes.
ScamShield is a real-time call safety assistant that detects scam tactics as they happen and warns users before they become victims.
An all in one physical therapy and workout tracker that schedules, keeps track of, and advances your personal health.
