Research & Insights
We are a passionate community of computer scientists and engineers. We actively collaborate with academic institutions to bring the latest research to our work with customers. We regularly present at conferences and publish articles about the latest technology trends.
From Yes/No to Long/Short: The Great Convergence of Prediction Markets and Perpetuals
Prediction markets were designed around an ending. Perpetual swaps were built to remove it. Their convergence may produce the universal e...
Aug 05, 2026 / Read More
AI Evals for Everything
For most of software history, the program was also the specification.
Jul 28, 2026 / Read More
Your AI Agent Needs a Flight Simulator: LayerLens Releases Synthetic Evaluations
Software used to look like a function: input goes in, output comes out, and the space between them is mostly deterministic. An AI agent i...
Jul 10, 2026 / Read More
The Case for Decentralized AI Training in Space
For the first decade of modern deep learning, “scale” mostly meant more parameters, more data, more GPUs, more tokens, more everything. T...
Jun 29, 2026 / Read More
Prediction Markets are a Decision Making OS
Let’s start with a foundational problem: human coordination is bottlenecked by a terrible algorithm.
Jun 17, 2026 / Read More
LayerLens Introduces the Stratix Cup: What Happens When Frontier AI Models Play Soccer?
Jun 01, 2026 / Read More
Every Agent Needs a Computer: The Agent Sandbox Economy Web3-AI Opportunity
The core thesis of this litepaper sits at the intersection of agentic AI and web3: the moment an AI system stops being a chatbot and star...
May 22, 2026 / Read More
LayerLens and SubQuadratic Partner to Bring Transparency to the 12M-Token Frontier
Every so often, AI gets a new axis of scale.
May 14, 2026 / Read More
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