Insights
How we think.
From Prompt Engineering to Loop Engineering
Why the next phase of AI development is less about perfect prompts and more about designing systems that plan, validate, recover and iterate.
The AI Chief of Staff Is Coming
AI assistants are moving beyond prompt-and-response tools. The next step is continuity: priorities, follow-ups, context, and decisions that stay organized over time.
Why Every User Deserves Their Own AI Workspace
Useful agent infrastructure should not treat people as anonymous sessions in a shared chatbot. It should give each user a private, isolated AI agent workspace.
Your AI Agent Should Live Where You Already Work
AI agents become useful when they meet users in Slack, the browser, messaging, project tools, and daily workflows instead of forcing another dashboard.
Asymmetric Innovation
How Europe wins the AI race by refusing to run it. A Chinese model erased $589 billion from Nvidia in a single day · and the lesson is not to spend more, but to stop trying.
The Listed Studio: what changes when a venture builder goes public
Why putting a venture builder on a public market is a feature, not a contradiction · permanent capital, public discipline, and the MLPTZ case.
The operator-investor model, defined
What the operator-investor model is, how it differs from passive capital and advisory VC, why senior operators embed inside companies, and why it compounds.
MLPTZ explained: ticker, ISIN, and the road to Euronext Growth
MLPTZ is the Euronext Access Paris ticker for Pyratz Corp. (ISIN FR0013371507). The facts on shares, status, calendar and how to invest.
How to Buy MLPTZ Stock (Pyratz Corp): A Practical Guide
A practical guide to buying MLPTZ stock (ISIN FR0013371507) on Euronext Access Paris: securities account, limit orders, listing status, and risks.
Venture Builder vs Venture Studio vs VC: A Working Taxonomy
A sourced comparison of venture builders, studios, accelerators, incubators and VCs · on equity, involvement, capital and IRR, plus the listed-studio case.
Euronext Access vs Euronext Growth: the right market at the right time
A plain-English comparison of Euronext Access vs Growth · listing requirements, disclosure, liquidity and investor profile · with a clear table and a live case study.
How venture studios actually make money (and where the IRR comes from)
An honest breakdown of venture studio economics: founder equity, fund fees, higher ownership at formation, and where the quoted IRR really comes from.
Confidential on-chain finance: why privacy is the missing layer
Why public blockchains' transparency blocks institutional adoption · and how fully homomorphic encryption (FHE) makes confidential on-chain finance possible.
Sovereign by design: financing Europe's frontier infrastructure
The infrastructure of the next decades is being built now. We think more of it should be owned and governed from Europe.
Reverse takeover, not IPO: how a company can go public differently
How a reverse takeover lets a company go public without an IPO · the mechanism, its mixed reputation, and our own RTO into Euronext as the live case.
Everyone says the public markets are dead. We just listed into that.
Fewer IPOs, companies staying private longer, the market written off · and exactly why Pyratz listed as a small cap on Euronext. The contrarian case.
Sovereign AI: How Europe Wins by Refusing to Run the Same Race
Europe won't catch America or China on scale. It wins by leveraging its asymmetric strengths: ASML, clean energy, talent, industrial data, and privacy.
Tokenized funds need confidentiality and a regulatory wrapper
Tokenized funds stall on two barriers: privacy and compliance. Why the winning design pairs confidentiality (FHE) with a UCITS-style regulatory wrapper.
Built to compound: how each company makes the next one easier
A portfolio is not a list of bets. Built well, every company sharpens the tools, network and data the next one starts with.
Europe builds the deep tech and exports the upside: the funding gap
Europe builds the world's deep tech but captures little of the capital. Here is the data on the funding gap · and what an operator-investor does about it.
We built an AI that beta-tests your app
What Gadget taught us about the gap between tests that pass and products that are actually ready to ship.
A Regulatory Moat Is an Asset Class
In Europe, compliance, confidentiality and data residency are not friction but a durable, investable advantage in deeptech. Here is the thesis.
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