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A White House aide reportedly turned insider knowledge into a hundred thousand dollars in prediction market winnings, placing bets on what President Trump would say during speeches the aide was helping to deliver. It's a striking collision of political access, financial incentive, and the growing reach of real-money forecasting platforms — and it raises serious questions about conflicts of interest at the highest levels.
Across the Atlantic, the UK Home Office has handed twenty-eight million pounds in contract extensions to two incumbent tech suppliers propping up its long-delayed Atlas immigration and asylum system. A legal challenge derailed the original procurement, leaving PA Consulting and Mastek holding extensions worth thirteen and a half and roughly fifteen million pounds respectively. It's a familiar pattern in government IT — delay, dispute, and the incumbents stay put.
On a more technical note, the engineering team at PostHog has published a detailed account of why they migrated their data warehouse away from ClickHouse and rebuilt it on DuckDB. The decision centers on cost, simplicity, and the surprising capability of an embedded analytics engine to handle workloads that once demanded a much heavier stack. It's a useful data point for any team weighing their own infrastructure choices.
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