Research Explainers 8 min read Free

The Rise of the AI-Native Firm: How Startups Scale Without Large Teams

AI-native startups are smaller, flatter, more technical, and more valuable per employee because AI is embedded in the product, not merely internal workflows. The analysis connects organizational design, technical founder density, and valuation economics.
Digest 5 min read Free

Daily Digest - 2026-06-16

1. encoder free models and the bitter lesson — rumik Why read: Why the future of multimodal AI means dropping specialized input encoders and relying on...
Book Notes 12 min read Free

Pitch the Perfect Investment: Book Summary

The Wall Street analyst operates under a strict dual mandate. It is not enough to simply find a genuine mispricing in the market through rigorous financial modeling and fundamental research.
Book Notes 6 min read Free

Predictable Revenue: Book Summary

Revenue growth is driven by predictable lead generation, not by adding quota-carrying salespeople. To achieve consistent growth and escape the end-of-quarter hustle, companies must decouple lead generation from deal closing.
Book Notes 6 min read Free

The Challenger Sale: Book Summary

The shift to complex solution selling has broken the traditional relationship-building approach. Buyers now face solutions fatigue, require broad organizational consensus, and are risk-averse.
Book Notes 8 min read Free

Prediction Machines: Book Summary

Artificial intelligence does not bring artificial intelligence; it brings cheap prediction. Prediction is defined practically as the process of filling in missing information, whether that information pertains to the past, the present, or the future.
Book Notes 6 min read Free

The Great CEO Within: Book Summary

The highlights argue that company building has two distinct phases. Before Product Market Fit, the job is to understand a real customer problem and keep the team small enough to learn quickly.
Book Notes 9 min read Free

Skin in the Game: Book Summary

Systems, whether biological, economic, or social, cannot survive or evolve without a fundamental symmetry in risk-sharing. Skin in the game is not merely an incentive structure designed to capture upside benefits.

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