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RageGauge helps drivers recognize and reduce road rage in real time, detecting stress signals, mapping danger zones, and using the power of community to make roads safer for everyone.
Zepic maps campuses into a skill graph, matching students with “weak ties” who spark new ideas—plus AI insights, paths, and a 7-day plan to turn intros into action.
Diagnosing online is problematic, yet scarily common. Google is too slow for emergencies, and LLMS often overindexes on false negatives. MTA has built in safety features and 4 agent due diligence
BYOFlow is an AI calendar that builds your schedule around your life, preferences, and goals — because your calendar should be as unique as you are.
We are revolutionizing healthcare by incorporating seamless background monitoring of Parkinson's. Our application uses ML to analyze keystroke patterns and detect early stages of Parkinson's.
2/3 of young students lack internet. Knova is an offline-first AI tutor, powered by local edge-AI and a gamified "Learning Constellation" UI. We put an adaptive, equitable education in every pocket.
Docket is an AI-powered planner for law students that turns syllabi into a complete game plan for the semester: study schedule, course outline, task list, and pomodoro, all in seconds for you to use.
ErrorMind is memory-powered debugging agent that learns from past bugs and fixes. It detects errors, avoids repeated mistakes, can automatically resolve issues, making debugging faster and smart.
Agents waste large amounts of tokens for context retrieval. MarkCodePolo fixes this by generating graphs that map out relationships in your codebase for your agent to understand.
Autopsy records every action your AI coding agent takes, autopsies the failures, builds a graph of why they happened, and injects into the agent's next attempt so it doesn't make mistake again.
Offline AI camping companion that identifies edible/inedible plants and with region-specific safety guidance.
the emergency response layer between “call 911” and “help arrives.”
Study isn't easy when its just you and the books. Cram Slam turns studying into a fun social and competitive game amongst friends and peers.
A cooperative Roblox game where kids and families restore a corrupted digital world: learning AI literacy, cybersecurity, and online safety.
Enterprise memory for the agent era. A shared brain for humans and AI agents.
Blink is a virtual blind date. Instead of leading with appearance or endless swiping, Blink matches real humans based on personality, values, and compatibility first.
Self-improving coding agents that turn failures into upgrades. Replay, fork, and improve every run.
Turning iPhone's $25 LiDAR into industrial-grade dense depth maps. On-device, real-time, no cloud.
Whether it’s managing client and server processes or developing across local and remote, MTA bridges the context gap between two separate systems to enable effective debugging and development.
Research Papers — Ranked
There is a disconnect between Leetcode and what software and security engineers actually do. Lector fills that gap by providing interactive education built around actually understanding code.
Research like an architect. Finish before lunch.
Intelligence for Family Caregiving
In this dungeon, you don’t fight; you command. Players must summon AI agents and communicate clearly to overcome bosses and advance. Every victory is earned through better prompting, not better gear.
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