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Label Guard judges whether a phone photo of a food label is readable, then retakes, warns or asks a human; it reports how often it abstains and how often it still misses silently.
QuantForge helps researchers challenge backtests: uncover look-ahead bias and missing costs, inspect the evidence, and compare results after explicitly approved corrections.
Claude ports old Qiskit code. QRef runs both versions, checks the circuits that really ran, and shows what changed. A person makes the final call.
A GitLab Duo flow that reads each merge request, decides which customers are affected, drafts messages only for them, and removes any claim the code doesn’t prove.
Retrofitting manual woodturning lathes for with a 100Hz CPU deadman safety loop, 3-tier NVIDIA Nemotron coaching on Nebius Token Factory, and live 3D Digital Twin breach mirroring.
Improved safety & sustainability for the oil & gas industry
Revolutionary aerospace architecture via geometric determinism. Eliminates crankshafts and dead points, providing continuous flow, mechanical resistance, and fuel agnosticism.
Turn messy meeting notes into an editable action plan with tasks, owners, deadlines, dependencies, and open questions, grounded in source evidence, not AI guesses.
Autonomous industrial vision system using OpenCV 5 active perception & AWS Bedrock to eliminate false rejects through dynamic optical re-scanning and physical machine actuation.
A release gate that binds evidence to one commit and one image digest, with a GitLab Duo agent that repairs within scope and escalates outside it.
Is the face on your video call real? Unmask’s agent asks the caller to move, measures the response with OpenCV 5 on AWS, and gives a cautious verdict.
AgentTrace finds the step that broke your agent run, then proves the fix: fork it, rerun live with and without the change (0 of 8 becomes 8 of 8), with Slack alerts. Works on top of your harness.
File an issue, walk away: GitLab Duo agents write an anonymized failing test and a fix for a broken bank CSV import; CI, Duo review and a merge gate ship it to production.
An iPhone app that reads your medical bill with on-device AI, flags charges that don't make sense, tells you exactly what to say, and writes a letter to billing. Your bill never leaves your phone.
An AI repair assistant that can say 'not yet': NVIDIA Nemotron on Nebius proposes a fix; independent tests check the exact edit, and a clear receipt explains the result.
Marketing and Promotion
Source-linked incident dossiers with contradictions, explicit uncertainty and proposed remediation.
Huf is a personal memory assistant for busy minds. You simply speak your thoughts out loud and Huf figures out what's a task, what's worth remembering, and brings it back when you need it.
OpenCV 5 on AWS scans GOES-18 every 10 min for Hawaiʻi wildfires; a Claude agent gathers evidence, a human approves. Lahaina replay: flagged ~6 h before polar satellites.
Photograph a plant: vision models on our self-hosted GPU infrastructure read leaf, soil and weather, and our Claude agent writes a cited diagnosis and plan, remembers your garden and acts in chat.
A 2015 drone finds a person from one photo, asks a human "Is this them?", then follows. Flown live: found on its first scan at 0.85; another run followed 90 s, 49 pins.
A GitLab Duo gate that checks CI on the current merge-request revision, holds stale or failed evidence, and leaves the merge decision to a person.
Free satellite data → a flood-damage and who-is-cut-off map in minutes, then an OpenCV 5 agent re-aligns, zooms and looks again before a human signs off. Live on AWS.
SilvaPass makes trade documentation easier by extracting important details from shipping documents and helping users check them quickly, reducing manual work and making the process smoother.
