Writing
AI convergence, post-labor economics, the surveillance state, and the inward turn — plus technical writing on private AI, agent governance, and MCP engineering. Honest analysis from someone who was shipping working code before the industry arrived at the same conclusions.
We are in the Crisis Window (2025-2035). AI displacement is real, the surveillance state is being built now, the singularity is in progress, and the bubble is building on debt. The window for choosing solarpunk over cyberpunk is still open but narrowing. This is the full analysis.
AI is not eliminating existing jobs en masse — it is suppressing new hiring, especially at the entry level. Goldman Sachs says 16K net jobs/month lost. Stanford shows -20% dev employment for ages 22-25. The ladder wasn't pulled up — it was never there. David Shapiro's 7 frameworks explained.
$800B in AI capex in 2026. $3T in tech giant debt. Chinese AI matching frontier models for free. The same pattern as dot-com: real technology and inflated valuation coexisting. When the bubble pops, it could be the trigger event for the entire convergence.
DHS is spending millions on AI sentiment analysis. FBI is buying personal data from brokers. Subpoenas to Google, Facebook, Reddit for identities of anonymous critics. The government's response to AI disruption is not 'how do we help people' — it's 'how do we control people who will be angry.'
In 1981, Krishnamurti saw this coming. When machines can do everything thought can do, the choice is between distraction and depth. WhiteMagic's consciousness architecture is infrastructure for the inward path — not as philosophy, but as cognitive primitives for the post-labor era.
Six months, 425,000 lines, 8,000+ passing tests, and a hard lesson in the difference between building a product and running a research lab. What worked, what didn't, and what I'd do differently.
A concrete architecture for on-prem AI with persistent memory, tool use, governance, and audit — the kind of deployment your compliance team will actually sign off on.
In February 2026 I shipped a Dharma rules engine, Karma audit ledger, and 8-stage middleware pipeline. In April 2026 Microsoft shipped the Agent Governance Toolkit. Overlap is high. Differences matter.