base rate:
In Trump's second term, Cabinet turnover has been exceptionally high — two firings in March-April 2026. In any given 19-day window for a normal Cabinet secretary, departure probability is ~2-3%. The elevated firing environment in Trump 2.0 pushes this to perhaps 5-10% for vulnerable members. Lutnick is somewhat vulnerable (Epstein, ethics) but also somewhat protected (tariff policy centrality, White House backing).
evidence updates:
Strong downward evidence: No departure reported through early April, White House affirmed his position. Moderate upward evidence: Two recent Cabinet firings create elevated risk environment, bipartisan resignation calls persist. Net: The tight 19-day window and continued White House support keep this probability relatively low, but the unprecedented Cabinet instability prevents it from being negligible.
combination method:
Using weighted average as specified, then adjusting upward to account for the additive nature of multiple independent departure pathways (already left OR fired OR resigns). The weighted average formula yields ~0.056; adjusting for pathway additivity gives ~0.10.
final:
I estimate approximately 10% probability that Lutnick leaves Commerce Secretary before May 1, 2026. The 19-day window is very tight, he currently has White House support, and he's central to the tariff agenda. But Trump's recent willingness to fire Cabinet members and ongoing Epstein/ethics vulnerabilities create non-trivial risk.
ensemble:
{'ensemble_count': 3, 'perspectives': {'base_rate': {'p_yes': 0.1, 'confidence': 0.55}, 'evidence_driven': {'p_yes': 0.12, 'confidence': 0.45}, 'contrarian': {'p_yes': 0.1, 'confidence': 0.62}}, 'spread': 0.02, 'individual_p_yes': {'base_rate': 0.1, 'evidence_driven': 0.12, 'contrarian': 0.1}}