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The Signal - OpenSource Anthropic Google
The AI model layer is rapidly commoditising, forcing closed-source labs into a desperate valuation-preservation play using regulatory capture. This creates a "token tax" risk for you, while opening a massive opportunity to slash costs and gain sovereignty with open-source models. The durable value is shifting to the infrastructure and application layers.

Jan Jones
Jul 242 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


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 - 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
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