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Retention uses Meta's brain-simulation model to optimize educational videos for students of all ages, automatically editing clips and maximizing retention with a multi-agent generator/evaluator loop
A decentralized network of AI specialist agents running patient-specific, systems-level safety screenings for gene therapies in seconds to catch clinical failures before the wet lab.
Cancer-state workbench for scientists. Cell biology LIVES on context - combos of genes mutated with different levels of variations respond differently. We built a causal model around your data.
Roommate Confrontation Simulator
Simulate 24 months of startup reality in 60 seconds. AI agents play your customers, competitors, and investors, so you know what works before you build.
A real-time 911 dispatch co-pilot that transcribes, translates, and protocol-grounds every call, then spins up secure AI agents to handle mass emergencies.
An AI co-director that watches your livestream in real time and flashes on-screen cues, reactions, scene changes, even catch-up summaries after ad breaks (only when something's actually worth it).
Talk to your coursework. An AI layer over bCourses that turns plain-English requests into chained operations on your real course data — and shows you its plan before every answer.
This build keeps the existing monument test cases and adds an improved Custom monument PLY upload workflow.
CryoBrain: Verifiable AI training for better quantum-decoder hardware.
An agentic AI SRE that diagnoses, repairs, verifies, and reports failures on QNX embedded devices.
an interactive exploration of how machines interact with humans
CommunityLend an AI-powered platform that helps schools, nonprofits, employers, and community organizations provide emergency microloans to people facing short-term financial hardships.
Sleep intelligence that listens. Upload your sleep data, get a personalized analysis, record your morning voice, describe your dreams — SleepSense correlates it all and tells you what your sleep means
Validation for generative PCB design
Uses different compression methods to compress tokens need to make input and output to LLMs.
Can't remember a song's name? Hum a few notes, drop a half-remembered lyric, or just describe the vibe — SongSense finds it using AI, even when you have nothing concrete to go on.
Cook what's about to go bad.Most food waste happens at home. Scrappy fixes it by cooking you recipes from what's already going bad in your fridge — voice in, step-by-step photos out.
Camera-based worksite safety: ZoneGuard flags when a worker—tagged by hard-hat color—enters a restricted zone and alerts a human to review. Edge-based, tracks colors not faces.
AI-powered cellular intelligence for faster, more accurate analysis.
Car buying made modern. Real listings. AI-powered breakdowns. Know everything about a car before you buy - specs, reliability, price rating, vehicle history, and more. No need for extra tabs.
First-gen students lose financial aid because no one taught them the tripwires. Sherpa does — monitors your GPA, reads your school's policies, and tells you exactly what to do before it's too late.
Kindred is an AI safety layer for your browser that protects less tech-savvy users — flagging scams, simplifying pages, and completing tasks by voice. Making the web safe for those it leaves behind.
No One Left Off the Map . . .
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