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ShopPilot uses structured memory, hybrid retrieval, and reranking to find the right product for each user in fewer turns.
Seer was trained on 2.58 million images to achieve best-in-class AI image detection, delivering 97.12% accuracy on unseen generators, despite being ~96% smaller than other solutions.
An autonomous ML research agent that runs the complete engineering loop on KuaiRand-Pure which reads the problem, trains, evaluates, and iterates with zero human intervention during runs.
Finds what you meant, not just what you typed — 7.7x the baseline score, zero LLM cost.
The model may say yes to the injection — the fabric system decides what 'yes' can reach.
AgentGuard, a Glass Box span tree
Your lens for digital authenticity
ContextCart — Turning every conversation into the right product.
A voice-first shopping assistant that remembers your preferences and finds the right products through hybrid AI search.
Hazelnut is a conversational shopping agent, given a short customer message, the agent returns ranked catalog recommendations, surfacing the target product as early and as highly ranked as possible.
We turn Transformer shape diversity from a performance problem into an optimization opportunity.
Robust detection of AI-generated images under real-world transformations like blur, compression, color adjustment, cropping, or rescaling.
A lightweight shopping-agent implementation for the TechJam Conversational E-Commerce Search Challenge
AI Image & Video Detection Built For The Wild
A fast, in-memory, high-performance recommendation algorithm based on the Amazon 2023 50K product catalog.
Preserve the research world. Reset the AI researcher.
A multi-turn shopping search agent that continuously maintains user intent over a frozen product catalog.
An autonomous agent that runs its own ML experiments—feature engineering, loss tuning, hyperparameter search—to beat baseline short-video recommenders, no human in the loop.
Building the Security Middleware of the Agents.
Second Thought is a shopping copilot that remembers what matters, forgets outdated preferences when you change your mind, and adapts its search as your wants changes
Perry is an accuracy-gated GPU Transformer that delivers 11.8x speedup across 13 official workloads and makes a 100K-token case run within 32 GiB on an RTX 5090.
Middleware that makes every AI agent turn a transaction.
An hardware-aware Transformer optimization for consumer-grade Apple Silicon GPUs, optimised with AI.
Agent Trust Gateway enables agents to collaborate across teams without exposing private agents or files, using owner-approved, scoped, revocable, one-use access enforced and audited by middleware.
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