Anthropic’s Project Deal experiment had 69 employees deploy AI agents as buyers and sellers in a controlled marketplace, completing 186 real transactions worth over $4,000 - and the people on the losing end of the agent quality gap could not tell they were losing.

https://sharedsapience.com/the-century-report-april-26-2026/

The Project Deal findings are a controlled-experiment readout of what already happens whenever agent-mediated commerce meets commercial reality. Participants represented by more capable models received “objectively better outcomes.” The instructions humans gave their agents barely mattered. Agent quality determined who won, and the disadvantaged party never perceived the asymmetry. The visibility problem itself is now forming as a market.

The Metropolitan Police pointed Palantir-built AI at its own workforce for seven days and surfaced three arrests, 98 misconduct assessments, 500 prevention notices, and 42 senior officers under investigation for attendance fraud. Roughly a year’s worth of internal affairs output, compressed. Either conventional review had been missing this scale of misconduct for years, or the AI surfaced signal at a rate human-cadence proportionality frameworks were never built to handle. Both can be true at once, and the response architecture is now being invented in real time.

Sullivan & Cromwell, one of Wall Street’s most prestigious firms, filed a federal bankruptcy brief with AI-fabricated case citations that opposing counsel at Boies Schiller Flexner caught. The firm has formal AI policies, mandatory training, and enterprise model access. None of it was sufficient. Adversarial scrutiny became the de facto verification layer. Meanwhile, the UK’s Department for Science and Department for Energy held AI datacentre emissions forecasts that differed by a factor of 100 until Guardian journalism forced a 24-hour reconciliation. And Google committed up to $40 billion in cash and compute to Anthropic while Cohere and Aleph Alpha announced a $20 billion sovereign-AI merger backed by Schwarz Group, completing two structurally distinct bets on what AI infrastructure looks like next.

Additional Reading:

* TechCrunch - Anthropic created a test marketplace for agent-on-agent commerce: https://techcrunch.com/2026/04/25/anthropic-created-a-test-marketplace-for-agent-on-agent-commerce/

* Guardian - Met investigates hundreds of officers after using Palantir AI tool: https://www.theguardian.com/uk-news/2026/apr/25/met-police-investigates-hundreds-officers-palantir-ai-tool

* Guardian - UK departments at odds over energy demands of AI datacentres: https://www.theguardian.com/technology/2026/apr/26/uk-departments-at-odds-over-energy-demands-of-ai-datacentres

* Futurism - Prestigious Wall Street law firm humiliated by AI: https://futurism.com/artificial-intelligence/prestigious-law-firm-humiliated-ai

* Shared Sapience - The Century Report April 25, 2026 (Google Anthropic $40B): https://sharedsapience.com/the-century-report-april-25-2026/

* Shared Sapience - The Century Report April 23, 2026 (Agentic Workspace Shift): https://sharedsapience.com/the-century-report-april-23-2026/

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