top of page


The Signal - FigureAI Stripe GoldenVisa
The frontier is shifting from building raw AI capability to controlling the physical and economic rails it runs on. Figure AI's move to build its own models for its robots shows that generic AI isn't enough for the real world, while Stripe's data confirms AI-native firms are out-competing legacy software stacks at a blistering pace. Meanwhile, proposals for a "Golden Visa" signal a new, capital-intensive war for elite global talent.

Jan Jones
Jan 13 min read


Under The Hood - FigureAI Stripe
Figure AI's robotics stack pivots from OpenAI, exposing the dependency risk of external models for physical automation. Stripe's latest report confirms AI startups are outpacing traditional SaaS in revenue velocity, but hallucination risk in regulated verticals remains an unsolved liability. The rise of stablecoins presents a new settlement layer, forcing a re-evaluation of payment rails beyond ACH and card networks.

Jan Jones
Jan 13 min read


The Signal - Identity China Credit
The era of stable, permissionless platforms is over. A volunteer team just exposed America's core identity database (the SSN) as a fragile, easily manipulated system. Meanwhile, as tariffs escalate, China is preparing to weaponise its supply chain dominance by openly seizing foreign IP, and credit markets are signalling a coming wave of corporate defaults. The new mandate for leaders is to build for resilience, not just growth.

Jan Jones
Jan 12 min read


The Signal - DOGE Google Crypto
The throughline is a brutal return to first principles, from government budgets to AI infrastructure. The market is rewarding ruthless capital efficiency and punishing bloat, whether in public agencies or private tech stacks. Leaders must now treat operational audits not as a periodic chore, but as a continuous, core function for survival.

Jan Jones
Jan 13 min read


Made Real - Identity China
A government insider reveals how a simple change to an intake form and a few automated steps led to millions of Social Security numbers being issued without interviews, creating massive fraud vulnerabilities.

Jan Jones
Jan 12 min read


Under The Hood - DOGE Google Crypto
Google’s $75B AI capex signals the new competitive front is infrastructure ROIC, not just model performance. The government’s DOGE initiative is applying the private-sector turnaround playbook—payment freezes and read-only audits—to expose bureaucratic rot, a strategy agile operators can adopt internally. Finally, a clear legislative framework for crypto is emerging, aiming to onshore innovation by replacing regulatory “honeypots” with defined market structure.

Jan Jones
Jan 13 min read


Made Real - Robotics SaaS Stablecoin
The operational landscape is splitting in two. On one side, legacy software and service providers (enterprise SaaS, consulting firms, Cost-Plus contractors) are facing extinction as AI agents automate their core value. On the other, agile operators who leverage low-cost, full-stack AI and hardware are building insurmountable efficiency advantages. Your biggest risk isn't a competitor; it's clinging to a cost structure that new, automated tools are making obsolete.

Jan Jones
Jan 12 min read


Under The Hood - Tariffs Agents
The sudden tariff shock is forcing a complete supply chain redesign, exposing brittle dependencies on Chinese manufacturing ecosystems that cannot be easily replicated. Meanwhile, the AI agent boom is hitting a production wall, where probabilistic models clash with the deterministic needs of regulated industries, making robust quality assurance the new competitive bottleneck.

Jan Jones
Jan 13 min read


The Signal - Tariffs Agents Reliability
The AI capability race is over; the new battle is for control—over supply chains, software business models, and the reliability of AI itself. Geopolitical chaos is forcing a shift from "just-in-time" to "just-in-case" logistics. Meanwhile, AI agents are killing the per-seat SaaS model, and the most valuable engineer on your team is now the one who can make unpredictable AI safe for production.

Jan Jones
Jan 12 min read


Made Real - DOGE Google
The government's new "Department of Government Efficiency" (DOGE) is using the same playbook Elon used at Twitter: radical cost-cutting via zero-based budgeting. This isn't just politics; it's a live demonstration of how a small, empowered team can dismantle bureaucratic waste. For founders, the lesson is clear: your next big margin gain isn't from a new product, but from a ruthless audit of your existing overhead.

Jan Jones
Jan 12 min read


Under The Hood - Identity China Credit
A catastrophic data pipeline failure at the Social Security Administration has created millions of unverified digital identities, exposing a critical flaw in government-scale identity management. The new tariff regime renders cost-optimised global supply chains obsolete, introducing existential IP and debt covenant risks for agile operators. Meanwhile, America's bid for AI supremacy is built on a fragile infrastructure stack threatened by power deficits and a vulnerable semic

Jan Jones
Jan 13 min read
bottom of page