Complete book · Free to read
Rewrite the DNA
How to Build an AI-Native Organization
- 00Front MatterRewrite the DNA: How to Build an AI-Native Organization4 min
- 01Preface: The Last ScarcityAI simultaneously lowers the difficulty of execution and of knowledge acquisition. Humans have moved from "how much they know and how fast they can do it" to an era of adaptive insight: whether they can find the right standards and transfer them into use.6 min
- 02Chapter 1: Execution Approaches ZeroWhen AI simultaneously reduces execution costs and knowledge acquisition costs, organizational structures such as hierarchies, approvals, reporting, and KPIs built around "people do things slowly and know less" begin to fail as a whole.18 min
- 03Chapter 2: The Paradox of AbundanceA company that buys every AI tool on the market sees no order-of-magnitude gain in efficiency, because the gap is not on the technical side but on the organizational side: everyone holds unlimited execution power, yet each is executing a different judgment.16 min
- 04Chapter 3: The Age of Adaptive Insight: How Much You Know No Longer MattersAfter knowledge acquisition became free, the gap between people is no longer how much they know, but adaptive insight—the ability to discover gaps in standards, borrow external standards, judge migration conditions, and quickly verify and correct.19 min
- 05Chapter 4: Judgment — Organizational Adaptive InsightGreat companies need and only need two capabilities: unified judgment standards, and unified context. Organizational judgment is the scaled form of personal adaptive insight. AI absorbs execution, leaving exactly these two to humans.18 min
- 06Chapter 5: Limiting Resources — Money, Time, and JudgmentA company's limiting resource is money, a person's limiting resource is time, and an AI-native organization's limiting resource is judgment. The limiting resource talks about only one thing: ROI.18 min
- 07Chapter 6: No Standard, Stop ExecutionStandards are the solidification of judgment and the interface through which organizations issue instructions to AI. Execution without standards is not fast—it is false execution.17 min
- 08Chapter 7: The Clarity Method: Expand Your OptionsClarity Method = refining standards (10%) + collecting data (10%) + seeking optimal solutions by means (80%). The core is "borrowing": most of the answers you need already exist in the world, just not in your company.16 min
- 09Chapter 8: The Interference Method: Narrow the Other Party's OptionsInterference Method = analyze user consensus (10%) + find suitable scenarios (10%) + create consensus (80%). It lets the other party see only the solution you want them to choose; consensus is always manufactured—if you do not manufacture it, you hand the manufacturing rights to your opponent.19 min
- 10Chapter 9: The Consensus Engine: How Shared Context Is CreatedThe only output of an AI-native organization that cannot be outsourced is consensus: humans are responsible for consensus, and AI is responsible for everything else. When outsiders start using your language and judgment standards, consensus escalates into cultural spillover.15 min
- 11Chapter 10: The Collapse of the Execution Layer: Evolving the Talent StructurePure execution roles will be absorbed by AI and outsourcing; every role that remains must be able to think—because over the long run, everyone needs to be a partner.20 min
- 12Chapter 11: A New Allocation of Time: Evolving Personal RhythmGive 1–2 hours a day to short-term urgency (money-related) and 6 hours to long-term importance (value-related). Time is the individual’s only limiting resource; the allocation is personal strategy.15 min
- 13Chapter 12: Reverse Iteration from Consensus: Evolving the Product PathA product need not start from the most frontier consensus; it can first survive on the most certain consensus—build survival on the mature needs of the late majority and laggards, then widen the innovation radius until it can serve innovators.20 min
- 14Chapter 13: Ninety Days: Complete the First Cycle of Organizational EvolutionAI-native transformation is not introducing tools; it is rewriting the organization from experience-and-inertia drive to standards-and-context drive—and ninety days is enough to complete the first cycle of organizational-DNA evolution.18 min