Researching the next layer of intelligence.
We are an AI research company focused on rigorous, reproducible methodologies that turn frontier ideas into dependable systems. Our work spans model design, serving infrastructure, evaluation harnesses, and privacy‑by‑design practices.
We publish transparent criteria, maintain internal benchmarks, and collaborate with domain experts to ensure progress is both measurable and meaningful.
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- Research‑first – rigorous evaluation at every step, with documented trade‑offs and constraints.
- Transparent – reproducible methodologies, clear benchmarks, deterministic APIs.
- Privacy‑first – EU‑ready compliance from day one, consent‑aware data strategies.
| ⚡ AI Infrastructure Low‑latency pipelines, evaluation harnesses, robust serving systems that scale from prototype to production. |
🔒 Ethical Models Privacy‑aware data strategies, transparent evaluation criteria, user trust & regulatory compliance. |
| 🧠 Cognitive Architectures Exogenous layers (e.g. Anti‑Loop) that stabilise agent cognition and enable deterministic autonomy. |
🛡️ Security Research Prompt injection defence with structured frameworks (SSPI), sandbox guards, and deterministic filters. |
| Project | Description | Stack |
|---|---|---|
| YecoAI Cognitive Layer | Lightweight layer that detects loops, amnesia, and semantic degradation in LLM outputs (96% accuracy, 1.7ms latency). | Python |
| YecoAI Security Layer | Deterministic, ultra‑low‑latency security layer implementing Asimov’s laws injection, context‑aware N‑gram filtering, Enterprise DLP, and sandbox guards. | Python |
| IDE‑Pocket | Your PC in your pocket – an open‑source autonomous AI agent that controls your computer via smartphone. Multi‑LLM support (Claude, GPT, Ollama). | Python |
| ArchGen AI | Generates interactive architecture diagrams from text, plus full technical documentation, stack advice, security & cost insights. | TypeScript |
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