{ "item_title" : "The Octopus Startup", "item_author" : [" Thomas Caldwell "], "item_description" : "THE OCTOPUS STARTUPThe traditional startup was built by adding people. The AI-native startup is built by orchestrating intelligence.Artificial intelligence is rewriting the rules of entrepreneurship. Small teams can now build products that once required entire engineering organizations. AI agents can research markets, write software, generate demand, support customers, analyze operations, monitor security, and increasingly take action on behalf of the business.But simply using AI does not make a startup AI-native.The Octopus Startup is a practical and forward-looking guide for entrepreneurs who want to build companies differently from the beginning. Written from the perspective of an experienced technology executive, entrepreneur, and cybersecurity leader, it combines business strategy with technical strategy-as if you had a CTO sitting beside you explaining not only what is changing, but what it means for your startup.At the center of the book is the Octopus Startup Operating Model, an architecture that combines a focused Human Workforce with an increasingly capable Agent Workforce, supported by Knowledge, Inference, Guardrails, and Action. Instead of scaling every business function by adding employees, founders learn how to extend new AI-powered tentacles across product development, sales, customer success, operations, intelligence, and cybersecurity-one measurable workflow at a time.Inside, you'll explore how to: Build an AI-native startup around humans and AI agents working togetherCreate an Agentic Workforce before automatically adding headcountUse AI to accelerate product discovery, software development, and experimentationBuild an Autonomous Revenue Engine across sales and customer operationsDesign a modern AI technology stack without becoming trapped by today's models or vendorsUnderstand how AI is changing startup economics, capital efficiency, and investmentBuild proprietary knowledge, context, and trust into durable competitive advantagesPrepare for AI Due Diligence from investors, customers, partners, and acquirersProtect your startup with a Startup Knowledge Firewall and autonomous defense strategyUnderstand the new cybersecurity risks created by AI agents and autonomous systemsPrepare for Quantum AI and post-quantum cybersecurity before they become emergency projectsProgress toward an increasingly Autonomous Startup without surrendering human judgment, accountability, or controlThe book also explores the ideas shaping the next generation of AI through technology leaders including Sam Altman, Jensen Huang, Dario Amodei, Demis Hassabis, Andrew Ng, and Fei-Fei Li-not as celebrity profiles, but as lenses for understanding where intelligence, compute, AI development, and startup economics may be heading.Cybersecurity is treated differently here. It is not an appendix to be addressed after the startup becomes successful. Security, trust, knowledge protection, guardrails, and responsible autonomy are part of the architecture from the beginning. As AI agents gain access to company knowledge and the ability to take real-world actions, protecting that intelligence becomes inseparable from protecting enterprise value.The future startup may not be defined by how many people it employs. It may be defined by how effectively its founders orchestrate human judgment, artificial intelligence, proprietary knowledge, secure autonomy, and action.You don't have to transform everything at once. Start with one workflow. Build one intelligent tentacle. Measure it. Learn from it. Give it appropriate guardrails. Then extend another.Stop eating the elephant. Build the octopus.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/9/79/819/153/9798191530833_b.jpg", "price_data" : { "retail_price" : "22.99", "online_price" : "22.99", "our_price" : "22.99", "club_price" : "22.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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