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.
Your Business Is the Benchmark: Introducing LayerLens’s Agent Readiness Vision and Agentic Eval…
Today, we are introducing a new vision for LayerLens, a redesigned website, and Agentic Eval Environments: synthetic replicas of producti...
Oct 13, 2026 / Read More
What If You Could Hedge Anything?From Probabilities to Protection
Imagine you are building a GPU cloud. You borrow money, order hardware, and promise customers capacity. Three things keep you awake: inte...
Oct 12, 2026 / Read More
Firelight Is Live: Building the Protection Layer DeFi Needs to Grow
Imagine a merchant preparing a valuable shipment. The ship has been inspected. The captain knows the route. The weather forecast looks re...
Oct 06, 2026 / Read More
Why DeFi Must Join the AI Credit Market
AI is building a new industrial credit market. Banks, insurers, and institutional investors are already assembling major facilities, whil...
Oct 05, 2026 / Read More
Tokenization is Not Enough: The Rise of DeFi-Native RWAs
Tokenization needs to graduate from recording assets onchain to making them useful in financial applications. The opportunity is DeFi-Nat...
Sep 22, 2026 / Read More
Demystifying Hedging in Prediction Markets: From Probabilities to Protection
Imagine an AI company selling annual subscriptions while renting GPUs at variable prices. Customers have predictable bills. The company d...
Sep 07, 2026 / Read More
Why We Built Firelight: DeFi’s Missing Layer
Today, we are announcing that Firelight has raised an $8 million seed round led by Gumi Cryptos Capital, with participation from Maven 11...
Sep 01, 2026 / Read More
AI Agents Don’t Want Your SaaS Plan: Welcome to the Microtransaction Internet
The cloud made software callable, but it did not make individual capabilities independently purchasable by machines. Most internet servic...
Aug 17, 2026 / Read More
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
