Q
Quant Labs
Research

Technical Research & Investment Perspectives

Our thinking on AI, robotics, and quantum computing — from technical work in the lab to the investment theses it informs.

AllAIFinancial DiligenceInvestingLong-HorizonMethodologyPortfolioQuantum ComputingResearchRoboticsSyndicationTechnical Evaluation
Research

Technical Evaluation #001: vLLM PagedAttention — Validation of Throughput and Memory-Efficiency Claims

The first in a new series: a desk-based, fully-sourced verification of vLLM's PagedAttention throughput claims against the peer-reviewed paper and vLLM's own published benchmarks — what holds up, what we can't confirm without hands-on access.

ResearchAIMethodology
Research

The Financial Side of Our Diligence: What We Actually Underwrite

Technical evaluation gets the attention, but every opportunity we evaluate is also underwritten financially — here's what we actually look at.

InvestingFinancial DiligenceMethodology
Research

Why We Bring Vetted Deals to Our Investor Network

Our core value isn't being the capital source — it's being the due-diligence engine that de-risks deals for the investors we work with.

InvestingSyndicationMethodology
Research

How Technical Evaluation Shapes Our Investment Decisions

Why hands-on technical due diligence — not pitch decks — is the foundation of how we evaluate every opportunity, and how it leads to our investor network.

ResearchInvestingMethodology
Research

What We Look For When Evaluating Robotics Companies

Our framework for evaluating robotics investments — hardware maturity, the autonomy stack, and a credible path to real-world deployment — before we decide whether to invest or bring a deal to our investor network.

ResearchRoboticsInvesting
Research

AI Infrastructure vs. AI Applications: How We Evaluate Each

How we evaluate AI infrastructure and applications hands-on — the questions we ask at each layer, and which opportunities we bring to our investor network.

ResearchAIPortfolio
Research

Why We're Investing in Quantum Computing Early

Quantum computing is still maturing. Here's our evaluation-informed view on hardware approaches, timelines, and where the near-term opportunity lies — and how we bring the strongest bets to our investor network.

ResearchQuantum ComputingLong-Horizon

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