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A crash-testing lab for AI agents that exposes unsafe behavior through adversarial tests, Failure DNA, mutation testing, and version comparison.
Your first cut tonight, and the pickup list for tomorrow. Five AI film agents watch raw footage, cut a rough cut, review it, then tell you what is still missing.
AI decision intelligence that traces how a change propagates across systems, verifies evidence, exposes unknowns, and gives teams a human decision gate before they ship.
CivicLens helps citizens report civic issues with photos and location, track complaint status, receive updates, and improve transparency, accountability, and efficiency in urban governance.
DPDK kernel-bypass DDoS mitigation that drops attack traffic at the NIC — before it ever touches your server's CPU. 470K+ pps, 0% CPU impact, on commodity hardware.
Multi-agent SaaS that detects 2nd-order citation rot in grant proposals, quarantines retracted research, and enforces deterministic human-in-the-loop governance with cryptographic audit trails.
AquaSentinel is a multimodal water-safety platform that fuses environmental evidence to detect and explain contamination threats, orchestrate human-approved response, and verify outcomes using FHIR.
Take on your day with Alexa-chan. Make room for a little Japanese in the conversation, only when you want it. Your next chapter starts one phrase at a time.
Turning Fire TV from passive streaming into real-time, interactive intelligence.
Beaverly is the local, private AI assistant that learns how a lawyer works, without ever learning what it shouldn't.
An AI-powered work assistant that turns natural conversations into intelligent, actionable workflows.
HeatShield 26 maps Houston’s event heat risk and simulates where cooling hubs, shade, water, and transit changes can protect the most people before the next mega-event.
A gentle Ring caregiver app: medication time windows, "possibly missed" alerts, Ring live view and an "I checked in" link. Never a verdict.
An Alexa-powered assistant that helps photographers manage bookings, schedules, client updates, and studio tasks through simple, hands-free voice commands.
A decision debugger that shows the evidence and rules behind business decisions, then lets you change one fact and replay the decision to see exactly what changes.
Slop detection, one domain at a time.
A consent layer for the Bee wearable: every voice gets a consent state, and UNKNOWN is never treated as consent.
A privacy-first budget that predicts where your spending is headed, lets you test what-if changes, and reveals your money pattern all on-devices.
Maven helps students break into tech with a personalized roadmap, clear progress tracking, and stronger CV bullets built from what they’ve achieved.
A quiet household agent: rules handle routine bills, Nemotron on Nebius writes a cited brief only when you must decide, and every step shows its model and cost.
An adaptive AI placement coach that detects persistent skill gaps from assessment patterns and creates personalized learning paths for college students.
An AI health copilot that knows when to help and when to hand off to a doctor — backed by offline connectivity and emergency logistics.
AI-powered decision firewall intercepting corporate purchases to stop landfill waste, slash carbon emissions, and enforce circular eco-alternatives in real time.
An MCP server for Alexa+ that asks before it acts — and shows you the plan it is actually going to run.
