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Achieved 1.9x to 31.7x Performance Increase, with 7.7x Geomean on a single-node RTX 4090 with Ada Lovelace Architecture!
A shortcut-resistant AIGC image ranker built to retain evidence across real-world redistribution and unseen generator families.
Search Made Smarter
SlopDet is a powerful tool to assist users in ascertaining if images are synthetic or not, with plain-language explanations to suspicious indicators of AI-generation.
From conversation to the right product—precise and fast.
Production-grade guardrails for AI agents: auditability, real-time safety, and self-healing recovery without changing how you build.
Automated ML model tuners
An autonomous agent that handles the weekly grind of retraining and tuning your recommender system.
Every generator leaves a byteprint. Most AI-image detectors break the moment an image gets compressed or reposted— which is always. We fuse two ways of finding it— and we know when neither can.
A shopping agent that finds your one product in ten questions or less — no LLM, zero tokens, $0.00 per session
A provenance-aware execution firewall for agent platforms: it tags untrusted context, tracks taint to every action, and blocks tainted egress at the container boundary, with a live audit trace.
An AI-image detector that compares an input against real prototypes. Our model performs excellent against multiple transformations, but needs generator specific data to scale.
WatchDAWG detects AI-generated images even after blur, compression, or resizing — training on corrupted images lifted worst-case accuracy from 63% to 83%.
Identity and authorization middleware for AI agents: scoped, revocable permissions enforced live on every request, not just granted once and trusted forever. Real access control, not a prompt
Lightweight AI-image detection built for the realities of social media.
Agent middleware that assumes the injection works and makes the payload impossible: capabilities instead of text-derived authority, unlaunderable taint, tamper-evident audit. 23/23 attacks blocked.
Hybrid retrieval meets information theory: a dual-layer, zero-token shopping copilot for real-world shopping that adapts to changing needs by asking the right question to find products faster.
A robust AI-generated image detector combining multi-layer visual representations with forensic frequency and artifact features to generalize across unseen generators and transformations.
A local-first conversational shopping agent that tracks changing intent and finds the right product earlier.
AI shopping copilot using intent routing, conversational memory, hybrid retrieval and semantic reranking to find the right product faster with fewer turns.
The bouncer for AI agents: Checking identity, permission, impact, and behaviour before anything sensitive changes.
Selective recovery for AI coding agents: preserve correct work, restore only mistaken files, and prevent overwriting newer human edits with host-verified snapshots and conflict checks.
Conversational search that learns what matters and finds the right product faster
No Tokens? We got you!
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