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Plan up to 120-piece repeat batches around existing offcuts, count saw loss, and distinguish a checked fit from a proven optimum.
YouTube shows WHERE viewers drop off - Cutpoint deploys 8 autonomous AI agents to investigate WHY. Signal calculus finds the cliffs. Gemini's tool-calling agents find the cause. You get the fix.
Transform photos and raw 3D mesh scans into fully editable, parametric CAD feature trees with sketch-and-extrude history and high volumetric accuracy.
Autonomous AI Content Engine that turns long-form videos into viral 9:16 vertical clips with active speaker tracking, kinetic subtitles, hook thumbnails, and SEO packs.
A smartphone-camera PPG system that learns an individual's cardiovascular baseline and flags persistent physiological deviations while rejecting poor-quality signals.
A concussion recovery journal that learns your own sleep and symptom pattern - and refuses to guess when it doesn't have the data.
The final whistle shouldn't start a traffic jam. CityStride turns World Cup crowds into smarter transit plans, using budget optimization and 3D previews to build a legacy that lasts beyond match day.
Resilience you can delegate. Evidence you can audit.
The location scout you can send anywhere.
AI-powered movement coaching that turns exercise videos into actionable feedback.
An adaptive shopping agent that turns evolving conversations into structured intent and asks the question that reduces uncertainty fastest.
Give it a benchmark and walk away. An agent that does the part of ML research nobody enjoys: 40 experiments at 2am. It found a feature we'd missed, and stopped itself when it stopped learning.
Ele is a robust AI-generated image detector built to spot synthetic media even after it has been degraded by real-world manipulations like JPEG compression, blur, resizing, and noise.
A shopping agent that knows the difference between browsing and buying - and asks smarter questions because of it.
Shoppers don't describe products, they quote them. Copaon matches the quote back to the catalog: 50,000 products narrowed to one in two turns.
RIFT detects AI images after compression, blur, resizing and reposting. It combines frozen CLIP with forensic signals and uses a fixed low-FPR threshold for realistic social-media evaluation.
An autonomous ranking agent that tests ideas across time, rejects fragile gains, and preserves reproducible evidence.
Problem Statement 2: Autonomous Machine Learning Research Agent for Recommender Systems. Autonomous Research -> Code -> Evaluate loop to beat recommender baseline. Without humans in the loop.
Every generator leaves a tell. We find it and show you where
Zero humans in the loop: an LLM agent that runs its own recommender-systems research cycle — hypothesis, implementation, leakage review, measurement — and beat the official KuaiRand baseline.
One stop AI image detector
AI-powered disaster response that turns a citizen's SOS into a scored, prioritized, routed rescue — in real time, end to end.
An ML research agent that owns the whole loop — it forms the hypothesis, writes the code, trains, and grades itself. 23 experiments, zero human code, and it caught its own data leak before we did.
An AI that does the deciding, not just the coding.
