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Smallwood Robert F.: AI Governance
Playbook

AI Governance Playbook

How to Secure, Control, and Optimize Artificial Intelligence Initiatives

Scam World

A dazzling exploration of the phenomenon of prediction betting markets that asks: what happens when democracy becomes another commodity? For many, Donald Trump's decisive election victory over Kamala Harris in 2024 was a shock. Traditional polls had the race on a razor's edge. But, for those with eyes on prediction betting markets, a very different story was being told. In recent years, prediction markets have swept the world, fundamentally changing the nature of the gambling market, and making their youthful pioneers billionaires. Posed as binary 'Yes/No' questions about future events, prediction bets allow any difference of opinion - whether on politics, wars, assassinations or popular culture - to be financialised. But are these markets really a new phenomenon? What does it mean when markets get closer to the truth than the institutions we built to protect us? And what happens when those tasked with safeguarding democracy possess financial stakes in its volatility? From Renaissance Rome, where merchants wagered on papal conclaves, through London coffee house gossip during the Napoleonic Wars, to the Pentagon's ill-fated terrorism futures exchange, The Big Bet describes the full five-hundred-year arc of a permissive regime which no one designed and no one voted for. Drawing on deep expertise, Michael Auerbach examines how these markets are changing our world, and what they mean for the future of our democratic self-governance. Because they are not an anomaly - they are the logical endpoint of a society that has applied market capitalism to every aspect of life. And in a world when everything is a wager and nothing is off limits, knowing where the chips will fall matters more than ever.

Prediction Markets and the Future of Democracy

The Big Bet

Why the consequences of a prolonged period of weaker economic growth will be more profound than anyone dares to predictIn the heady progress of the post-war era, our lifestyles changed, our political systems adapted, and rapid economic growth became the model of every developed economy. But this prevailing consensus is falling apart around us. Growth is now, at best, no more than anaemic. Policymakers dream about an AI revolution and tweak their fiscal rules to accommodate a newly-austere economic reality but, all the while, government debt soars, financial markets become increasingly jittery, and voters lose trust in their politicians.Celebrated economist Stephen D. King asks how our politics will adapt to such persistently low growth. While leaders make fiscal promises based on a future that is unlikely to materialise, nationalism thrives, battlelines are drawn between perceived winners and losers, and the rules-based international order crumbles. The absence of growth triggers invidious political wrangling over tax, welfare, defence and infrastructure, intensifies competition for resources, and leads to social instability.King shows how our new world is governed by them-and-us divisions over limited economic spoils. This is the political economy of plunder.&nbsp;

Winners and Losers in the Low Growth Era

The Age of Plunder

Responsible AI Product Development shows how data, product and tech leaders can drive the development and deployment of trusted, responsible AI and navigate the associated risks and pitfalls. 

The book is designed for data, product and tech leaders who are seeking to implement structure and processes to ensure the development of responsible AI products compliant with best practice and key regulatory requirements. It guides readers from inception and team setup of AI through to use case development, full deployment, and monitoring, equipping them with the knowledge and tools they need to ensure an ethical and trusted product. It also helps readers understand the risks and challenges in AI product deployment, giving them guidance on what is important and how to avoid common mistakes.

Responsible AI Product Development offers coverage of the real lifecycle process, from thought exercise to ideation, development, creation, testing and delivery including post-delivery care and end of life management. It combines coverage of ethics and transparency with the technical, procedural and development-focused fundamentals, such as MLOPs, ModelOps, AIOps, TDD and SDLC guidance. It also considers key issues such as cybersecurity and DevSecOps, data architecture, collection and visualisation, team structure and processes, project documentation, business continuity and disaster recovery, AI governance and compliance and AI sustainability.

Grasp how to deliver fully deployed and scalable, trusted and responsible AI and avoid expensive failed solutions and limited proof-of-concepts with this practical guide covering the lifecyle process of AI product development.

How Tech Leaders Can Build and Deploy Useful AI

AI Development

Employment, Hours, and Earnings

A special edition to the Handbook of U.S. Labor Statistics: Employment, Earnings, Prices, Productivity, and Other Labor Data, this reference is a consolidated wealth of employment information, providing monthly and annual data on hours worked and earnings made by industry, including figures and summary information spanning several years. These data are presented for states and the 75 largest metropolitan statistical areas (MSAs). This edition features: · Nearly 300 tables with data on employment for each state, the District of Columbia, and the nation's seventy-five largest MSAs · Detailed, non-seasonally adjusted industry data organized by month and year · Hours and earnings data for each state by industry · An introduction for each state and the District of Columbia that denotes salient data and noteworthy trends, including changes in population and the civilian labor force, industry increases and declines, employment and unemployment statistics, and a chart detailing employment percentages by industry · Ranking of the seventy-five largest MSAs, including census population estimates, unemployment rates, and the percent change in total nonfarm employment · Concise technical notes that explain pertinent facts about the data, including sources, definitions, and significant changes, with references for further guidance · A comprehensive appendix that details the geographical components of the seventy-five largest MSAs The employment, hours, and earnings data in this publication provide a detailed and timely picture of the fifty states, the District of Columbia, and the nation's seventy-five largest MSAs. These data can be used to analyze key factors affecting state and local economies and to compare national cyclical trends to local-level economic activity.

States and Areas

Employment, Hours, and Earnings 2026

Law and Practical Reason

Moral Responsibility and Artificial Intelligence

Offers an alternate trajectory for EU copyright law to adequately respond to new forms of creativity

Creative Reuse

Reshaping EU Copyright Law to Support Creativity Online

Palgrave Studies in Marketing, Organizations and Society

A Value-Centered Marketing Approach

Consumer Healthcare Behavior and Technology

Legal Data, Digital Assets and Smart Contracts for Capital Markets

Qizhen Humanities and Social Sciences Library

This seminal work establishes the digital rule of law as the fundamental trajectory for social governance and legal transformation in the digital era. Guided by the vision of "empowering the rule of law through digital technologies while anchoring digital development within legal frameworks," the Digital Law Research Team at Zhejiang University presents pioneering research in this book.

Practice and Reform

Digital Rule of Law

Explore how autonomous AI agents are transforming financial markets and decision-making&nbsp; In&nbsp;Agentic Finance: Mathematics, Architecture, and Governance for AI Agents in Finance,&nbsp;Miquel&nbsp;Noguer&nbsp;Alonso and David Pacheco Aznar examine the emerging field where autonomous AI systems&nbsp;operate&nbsp;independently in financial contexts. The book explores how agentic technologies&nbsp;-&nbsp;AI systems capable of independent reasoning, planning, and action&nbsp;-&nbsp;are reshaping how financial institutions approach analysis, trading, and risk management.&nbsp; The book&nbsp;explores&nbsp;the mathematical foundations powering autonomous AI agents, from the algorithms enabling independent decision-making to the frameworks governing multi-agent financial systems. Readers gain insight into how innovators are applying these technologies across trading, portfolio management, and market analysis, along with the technical principles driving this transformation.&nbsp; Readers will also discover:&nbsp; <ul> <li>The core mathematical concepts underlying autonomous AI systems, including reinforcement learning, optimization, and probabilistic reasoning frameworks&nbsp;</li> </ul> <ul> <li>How leading innovators are deploying agentic AI across trading, risk assessment, portfolio optimization, and financial forecasting applications&nbsp;</li> </ul> <ul> <li>Technical architectures enabling AI agents to&nbsp;operate&nbsp;autonomously while&nbsp;maintaining&nbsp;appropriate oversight&nbsp;and governance in financial environments&nbsp;</li> </ul> <ul> <li>Real-world applications&nbsp;demonstrating&nbsp;how autonomous systems analyze markets, execute strategies, and adapt to changing conditions&nbsp;</li> </ul> <ul> <li>The evolving regulatory and ethical landscape surrounding autonomous AI decision-making in high-stakes financial contexts&nbsp;</li> </ul> Agentic Finance&nbsp;serves quantitative analysts, financial technologists, AI researchers, portfolio managers, and business leaders&nbsp;seeking&nbsp;to understand how autonomous AI systems are transforming financial services. It provides the technical foundation needed to evaluate and implement agentic technologies.

Mathematics, Architecture, and Governance for AI Agents in Finance

Agentic Finance

AI Governance Playbook

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