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Artificial Intelligence

AI startup market correction in 2026

The AI startup correction is already measurable: down rounds turned from anecdote into a visible statistical pattern from Q4 2025, and selective layoffs cluster in sales, research and operations at companies that over-hired. Survivors share a concrete problem, a concrete segment, and AI costs the business model can absorb. Thin wrappers over commercial models suffer most.

Artificial Intelligence

Product-Market Fit in the AI Era: What Changes

Product-market fit for LLM-powered products still depends on the same classic signals: cohort retention, NPS, and revenue expansion. What changes are the higher quality baseline, faster competitor iteration, and where durable moats come from: proprietary data, workflow integration, and network effects.