Sign-In
Cart
Reasoning Model Production: Deploying o1 and DeepSeek-R1 for Business Logic
Paperback
Currently unavailable to order
Please enter your email and a message will be sent to you when this product becomes available on our website.
ISBN13: 9798196352522
Publisher: Independently Published
Pages: 126
Weight: 0.47
Height: 0.27 Width: 6.69 Depth: 9.61
Language: English
Publisher: Independently Published
Pages: 126
Weight: 0.47
Height: 0.27 Width: 6.69 Depth: 9.61
Language: English
What happens when your fastest AI gives the wrong answer in under a second?
For three years, engineering teams celebrated sub-100-millisecond inference as the holy grail of production AI. Then contracts misinterpreted themselves. Financial calculations hallucinated. Compliance checks faked confidence. Speed without rigor turned out to be fast wrong answers-and your business logic paid the price while user trust eroded.
For three years, engineering teams celebrated sub-100-millisecond inference as the holy grail of production AI. Then contracts misinterpreted themselves. Financial calculations hallucinated. Compliance checks faked confidence. Speed without rigor turned out to be fast wrong answers-and your business logic paid the price while user trust eroded.
OpenAI's o1 and DeepSeek's R1 changed the rules. These models pause, think, and verify before responding, consuming billions of hidden chain-of-thought tokens to deliver structured, logical, verifiable outputs. For legal analysis, financial risk assessment, and system architecture decisions, this deliberation is not overhead to eliminate. It is the capability that makes production deployment possible.
Inside this book, you will learn how to:
- Distinguish when business logic demands reasoning models versus when classical LLMs suffice-and why choosing wrong costs more than shaving milliseconds off response time
- Architect GPU clusters and hybrid routing systems that send simple queries to GPT-4o while reserving o1 and R1 for complex, high-stakes decisions that shape revenue and compliance
- Monitor hidden deliberation loops, manage massive KV-cache footprints, and engineer costs through tiered reasoning modes and distillation into smaller deployable models
- Orchestrate multi-agent debate protocols where models critique each other's logic before your business rules ever see the output
- Apply constitutional alignment so regulatory and ethical constraints govern every step of automated reasoning, from statutory interpretation to quantitative risk analysis
The reasoning capability gap widens daily. Organizations deploying deliberative AI gain defensible automation accuracy. Those stuck on pattern-matching architectures accumulate compounding technical debt as business rules grow complex.
Build production systems that think before they answer. Deploy o1 and R1 correctly the first time-before your competitors finish their second painful refactoring.
Inside this book, you will learn how to:
- Distinguish when business logic demands reasoning models versus when classical LLMs suffice-and why choosing wrong costs more than shaving milliseconds off response time
- Architect GPU clusters and hybrid routing systems that send simple queries to GPT-4o while reserving o1 and R1 for complex, high-stakes decisions that shape revenue and compliance
- Monitor hidden deliberation loops, manage massive KV-cache footprints, and engineer costs through tiered reasoning modes and distillation into smaller deployable models
- Orchestrate multi-agent debate protocols where models critique each other's logic before your business rules ever see the output
- Apply constitutional alignment so regulatory and ethical constraints govern every step of automated reasoning, from statutory interpretation to quantitative risk analysis
The reasoning capability gap widens daily. Organizations deploying deliberative AI gain defensible automation accuracy. Those stuck on pattern-matching architectures accumulate compounding technical debt as business rules grow complex.
Build production systems that think before they answer. Deploy o1 and R1 correctly the first time-before your competitors finish their second painful refactoring.
Also from
Weaver, Byte
Was ist Programmierung? Ein Handbuch für Anfänger: "Systematisch programmieren lernen ohne Vorkenntnisse"
Weaver, Byte
Paperback
$27.72
Modèles d'architecture RAG: Construction de systèmes de recherche d'entreprise
Weaver, Byte
Paperback
$33.77
Quanten-Zufallszahlen-APIs Hardware-Entropie als Dienstleistung für Cloud-Anwendungen
Weaver, Byte
Paperback
$33.90
Edge AI on Embedded Devices Running Machine Learning on Microcontrollers and Low-Power Hardware
Weaver, Byte
Paperback
$41.99
Also in
Programming
Interactive Theorem Proving and Program Development: Coq'art: The Calculus of Inductive Constructions
Bertot, Yves
Castéran, Pierre
Hardcover
$194.60
Seven Databases in Seven Weeks: A Guide to Modern Databases and the Nosql Movement
Perkins, Luc
Redmond, Eric
Wilson, Jim
Paperback
$63.29
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Collector's Edition
Piggyback
Hardcover
$42.74
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
$44.99
Crisis Engineering: Time-Tested Tools for Turning Chaos Into Clarity
Dickerson, Mikey
Nitze, Marina
Weaver, Matthew
Paperback
$18.99
Vibe Coding: Building Production-Grade Software with Genai, Chat, Agents, and Beyond
Kim, Gene
Yegge, Steve
Paperback
$30.40
Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations
Forsgren Phd, Nicole
Humble, Jez
Kim, Gene
Paperback
$20.89
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Standard Edition
Piggyback
Paperback
$28.49
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
$86.88
Fundamentals of Software Architecture: A Modern Engineering Approach
Richards, Mark
Ford, Neal
Paperback
$75.99
I Have an App Idea: The Essential Guide to Building an App Without Tech Skills
Spann, Amanda
Paperback
$17.05
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
$21.84
The Manager's Path: A Guide for Tech Leaders Navigating Growth and Change
Fournier, Camille
Paperback
$37.99
Make: Electronics: Learning by Discovery: A Hands-On Primer for the New Electronics Enthusiast
Platt, Charles
Paperback
$33.24
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Kim, Gene
Humble, Jez
Debois, Patrick
Paperback
$36.10
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
$75.99
Cracking the Coding Interview: 189 Programming Questions and Solutions
McDowell, Gayle Laakmann
Paperback
From $24.99
The Developer's Guide to AI: A Field Guide for the Working Developer
Thompson, Danny
Orshalick, Jacob
Reghunadh, Jerry M.
Paperback
$56.99
The New AI Cold War: Liberty vs. Tyranny in the Age of Machine Empires
Maginnis, Ltc Robert L.
Paperback
$31.83
Learning Web Design: A Beginner's Guide to Html, Css, Javascript, and Web Images
Robbins, Jennifer
Paperback
$75.99
The Staff Engineer's Path: A Guide for Individual Contributors Navigating Growth and Change
Reilly, Tanya
Paperback
$43.69
Software Architecture: The Hard Parts: Modern Trade-Off Analyses for Distributed Architectures
Richards, Mark
Sadalage, Pramod
Ford, Neal
Paperback
$75.99
The Official Raspberry Pi Handbook 2026: Astounding Projects with Raspberry Pi Computers
Makers of Raspberry Pi Official Magazine, The
Paperback
$23.74
Linux Basics for Hackers, 2nd Edition: Getting Started with Networking, Scripting, and Security in Kali
Occupytheweb
Paperback
$37.99
SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL
Shields, Walter
Hardcover
$33.24
The Pragmatic Programmer: Your Journey to Mastery, 20th Anniversary Edition
Thomas, David
Hunt, Andrew
Hardcover
$54.99
Generative AI Design Patterns: Solutions to Common Challenges When Building Genai Agents and Applications
Lakshmanan, Valliappa
Hapke, Hannes
Paperback
$75.99
Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software
Freeman, Eric
Robson, Elisabeth
Paperback
$75.99
Frictionless: 7 Steps to Remove Barriers, Unlock Value, and Outpace Your Competition in the AI Era
Forsgren, Nicole
Noda, Abi
Paperback
$33.74
Forecasting: Principles and Practice, the Pythonic Way
Hyndman, Rob J.
Athanasopoulos, George
Paperback
$76.00
The Return on AI: From Promise to Profit in the Age of Intelligent Business
Sawhney, Mohanbir
Mittal, Ashwin
Paperback
$18.69
Observability Engineering: Achieving Production Excellence
Majors, Charity
Fong-Jones, Liz
Miranda, George
Paperback
$66.49
Arduino Programming for Beginners: A Comprehensive Beginner's Guide to Learn the Realms of Arduino Programming from A-Z
Protosmith, Ada
Paperback
$18.99
Building AI-Powered Products: The Essential Guide to AI and Genai Product Management
Nika, Marily
Paperback
$42.74
Grokking Algorithms, Second Edition: An Illustrated Guide for Programmers and Other Curious People
Bhargava, Aditya Y.
Paperback
$62.49
Concrete Mathematics: A Foundation for Computer Science
Graham, Ronald
Patashnik, Oren
Knuth, Donald
Hardcover
$107.99
Debugging: The 9 Indispensable Rules for Finding Even the Most Elusive Software and Hardware Problems
Agans, David J.
Paperback
$18.99
Learning Generative AI Tools for Excel: Speed Up Your Everyday Tasks with Microsoft Excel, Copilot, Chatgpt, and Beyond
Duca, Angelica Lo
Paperback
$56.99
Learning Domain-Driven Design: Aligning Software Architecture and Business Strategy
Khononov, Vlad
Paperback
$62.69
This Is Service Design Doing: Applying Service Design Thinking in the Real World
Lawrence, Adam
Hormess, Markus Edgar
Stickdorn, Marc
Paperback
$47.49
Computer Science from Scratch: Building Interpreters, Art, Emulators and ML in Python
Kopec, David
Paperback
$47.49
The Software Architect Elevator: Redefining the Architect's Role in the Digital Enterprise
Hohpe, Gregor
Paperback
$62.69
Python Programming for Young Coders: A Hands-On, Project-Based Introduction to Coding for Beginners, Kids, and Teens
Pandey, Anand
Paperback
$20.57
Software Engineering at Google: Lessons Learned from Programming Over Time
Winters, Titus
Manshreck, Tom
Wright, Hyrum
Paperback
$62.69
Prompt Engineering for Llms: The Art and Science of Building Large Language Model-Based Applications
Berryman, John
Ziegler, Albert
Paperback
$75.99
Learning Php, MySQL & JavaScript: A Step-By-Step Guide to Creating Dynamic Websites
Nixon, Robin
Paperback
$56.99
Pro C# 10 with .Net 6: Foundational Principles and Practices in Programming
Japikse, Phil
Troelsen, Andrew
Paperback
$56.99
Living a Jewish Life, Revised and Updated: Jewish Traditions, Customs, and Values for Today's Families
Diamant, Anita
Cooper, Howard
Paperback
$21.84
Articulating Design Decisions: Communicate with Stakeholders, Keep Your Sanity, and Deliver the Best User Experience
Greever, Tom
Paperback
From $17.99
Adobe Photoshop, 2nd Edition: A Complete Course and Compendium of Features
Laskevitch, Stephen
Paperback
$52.20
Kubernetes in Action, Second Edition: Deploying and Managing Containers and Cloud-Native Applications
Conner, Kevin
Luksa, Marko
Paperback
$87.49
Spies, Lies, and Algorithms: The History and Future of American Intelligence
Zegart, Amy B.
Paperback
$21.80
Site Reliability Engineering: How Google Runs Production Systems
Beyer, Betsy
Murphy, Niall Richard
Jones, Chris
Paperback
$56.99
Ruined by Design: How Designers Destroyed the World, and What We Can Do to Fix It
Monteiro, Mike
Paperback
$23.74