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Datoo A: Legal Data, Digital Assets and
Smart Contracts for Capital Markets

Legal Data, Digital Assets and Smart Contracts for Capital Markets

Available open access digitally under CC-BY-NC-ND licence. Despite decades of gender equality policies, women, girls, and gender diverse people are still the most negatively impacted by the climate crisis and food and housing insecurity. So where will the financing for change come from? This edited collection demonstrates that public banks hold untapped potential to advance a gender-transformative development agenda. Offering case studies from around the world, it examines how and to what extent national and regional public banks are addressing structural inequalities through their governance, mandates, and lending practices. Focusing on institutions with strong social development goals, the book highlights the promising practices that are already driving positive change.

Transformative Approaches to Financing for Development

Public Banks and Gender Equality

Previously known as Drafting Agreements in the Biotechnology and Pharmaceutical Industries, this title provides precedent agreements for the main types of commercial transaction encountered in the life sciences, biotechnology and pharmaceutical industries. In addition to the print version, each precedent is available via an accompanying website in a format which can be easily downloaded and edited. Detailed commentary on legal, commercial and practice issues accompanies every precedent. Provided by specialist lawyers from across Europe, this commentary also highlights important differences between English law and that of other key EU jurisdictions: Germany, France, the Netherlands, Spain and Sweden. Commentary on specific considerations for the US is also provided. In addition to precedent commentaries, the book also contains detailed commentary and discussion of legal issues common to the life sciences, biotechnology and pharmaceutical industries, as well as links to relevant materials (eg regulatory materials on clinical trials). This title is included in Bloomsbury Professional's Intellectual Property and IT online service.

Drafting Agreements in Life Sciences

Design, secure, and operate an enterprise-scale network on Oracle Cloud Infrastructure without first becoming a cloud generalist. The book assumes you already know what a subnet is, that you have configured a route table, and that you have brought up a BGP session at least once. What it
explains is how OCI implements those same ideas, where the OCI construct behaves differently from the equipment you are used to, and what that difference costs you when you get it wrong.
Every chapter is built on the same company. Meridian Logistics is a Rotterdam-based logistics operator that moves from one on-premises data centre to a two-region OCI footprint under PCI-DSS, and you follow that migration from the first Virtual Cloud Network (VCN) through to the final disaster recovery test. Along the way you build hub-and-spoke around a Dynamic Routing Gateway (DRG), connect Rotterdam over Site-to-Site VPN and FastConnect, extend the same DRG to AWS and Azure, run VMware workloads on Oracle Cloud VMware Solution (OCVS) and containers on OKE, and put DNS, load balancing, and a Web Application Firewall (WAF) in front of the customer portal. Every construct is built in the OCI Console, from the OCI CLI, and in Terraform, and every construct is verified before the chapter moves on.
The topology never resets. The same IP scheme and the same four engineers carry from Chapter 1 through to Chapter 27, so what you finish with is one reference architecture you can take into your own tenancy rather than a set of unrelated feature tours. Chapter 20 takes a single customer request and traces it through every plane the book has introduced, including route tables, Security Lists, Network Security Groups, the OCI Firewall, and Zero Trust Packet Routing, and then follows the response back out. Appendix A closes the book with seventy-one reference topologies that you look up by the business problem in the room.
Every chapter includes:
- Architecture explained before any configuration step
- Walkthroughs in the OCI Console, the OCI CLI, and Terraform
- A “Let’s say…” case study taken from the same running company
- A comparison table against the on-premises, AWS, and Azure equivalents
- Verification and troubleshooting steps for everything you build
By the end you will have a complete network design for an enterprise-scale OCI estate, the operational discipline to keep it healthy, and the vocabulary to defend it in a design review.
You Will:
· Build enterprise-grade OCI network architectures in the Console, from the CLI, and in Terraform, and verify each one before you move on
· Connect OCI to your data centre and to other clouds with Site-to-Site VPN, FastConnect, DRG route distributions, and Remote Peering Connections
· Compose Security Lists, Network Security Groups, the OCI Firewall, third-party firewalls, and Zero Trust Packet Routing into one working security posture
· Trace a live packet end to end and measure the network with VCN Flow Logs, OCI Monitoring, and OCI Logging
· Design and rehearse disaster recovery across OCI regions, between on-premises and OCI, and across OCVS and OpenShift
This book is for:
Network engineers, cloud architects, and infrastructure consultants who already understand on-premises networking at CCNA level or above and are now responsible for designing, building, or operating a network inside OCI. No prior cloud experience is assumed.

Design, secure, and operate an enterprise-scale network on Oracle Cloud Infrastructure without first becoming a cloud generalist. The book assumes you already know what a subnet is, that you have configured a route table, and that you have brought up a BGP session at least once. What itexplains is how OCI implements those same ideas, where the OCI construct behaves differently from the equipment you are used to, and what that difference costs you when you get it wrong.Every chapter is built on the same company. Meridian Logistics is a Rotterdam-based logistics operator that moves from one on-premises data centre to a two-region OCI footprint under PCI-DSS, and you follow that migration from the first Virtual Cloud Network (VCN) through to the final disaster recovery test. Along the way you build hub-and-spoke around a Dynamic Routing Gateway (DRG), connect Rotterdam over Site-to-Site VPN and FastConnect, extend the same DRG to AWS and Azure, run VMware workloads on Oracle Cloud VMware Solution (OCVS) and containers on OKE, and put DNS, load balancing, and a Web Application Firewall (WAF) in front of the customer portal. Every construct is built in the OCI Console, from the OCI CLI, and in Terraform, and every construct is verified before the chapter moves on.The topology never resets. The same IP scheme and the same four engineers carry from Chapter 1 through to Chapter 27, so what you finish with is one reference architecture you can take into your own tenancy rather than a set of unrelated feature tours. Chapter 20 takes a single customer request and traces it through every plane the book has introduced, including route tables, Security Lists, Network Security Groups, the OCI Firewall, and Zero Trust Packet Routing, and then follows the response back out. Appendix A closes the book with seventy-one reference topologies that you look up by the business problem in the room.Every chapter includes:- Architecture explained before any configuration step- Walkthroughs in the OCI Console, the OCI CLI, and Terraform- A “Let’s say…” case study taken from the same running company- A comparison table against the on-premises, AWS, and Azure equivalents- Verification and troubleshooting steps for everything you buildBy the end you will have a complete network design for an enterprise-scale OCI estate, the operational discipline to keep it healthy, and the vocabulary to defend it in a design review.You Will:· Build enterprise-grade OCI network architectures in the Console, from the CLI, and in Terraform, and verify each one before you move on· Connect OCI to your data centre and to other clouds with Site-to-Site VPN, FastConnect, DRG route distributions, and Remote Peering Connections· Compose Security Lists, Network Security Groups, the OCI Firewall, third-party firewalls, and Zero Trust Packet Routing into one working security posture· Trace a live packet end to end and measure the network with VCN Flow Logs, OCI Monitoring, and OCI Logging· Design and rehearse disaster recovery across OCI regions, between on-premises and OCI, and across OCVS and OpenShiftThis book is for:Network engineers, cloud architects, and infrastructure consultants who already understand on-premises networking at CCNA level or above and are now responsible for designing, building, or operating a network inside OCI. No prior cloud experience is assumed.

Design, Secure, and Optimize Cloud Networks with Advanced OCI Services, Real-World Use Cases, and Automation Strategies

OCI Networking: Architecting Enterprise-Scale Cloud Solutions

Code of Federal Regulations, Title 12 Banks and Banking

Presents regulations governing banking procedures and activities of the Comptroller of the Currency, the Federal Reserve System, the Federal Deposit Insurance Corporation, the Export-Import Bank, Office of Thrift Supervision, Farm Credit Administration, and the National Credit Union Administration.

Code of Federal Regulations, Title 12 Banks and Banking 1026-1099, Revised as of January 1, 2025

As seen on Steven Bartlett's THE DIARY OF A CEO

The Making of a Permabear

Are you an employee who wants to understand fully your workplace rights? Or are you an employer seeking information on your responsibilities? Written by employment experts at the Trade Unions Congress (TUC), this book advises in simple and relatable terms.This book explains the rights of the UK worker and responsibilities of the UK employer, and details how they should be applied. It offers jargon-free guidance that can be used in any situation in work including: parental leave and maternity rights, flexible working, dismissal and redundancy, pay and holiday rights and grievance procedures. This edition has been thoroughly updated to include all details of the Employments Right Act of 2025, which are to be implemented from 2026 through 2027 including fire and rehire protection, menopause rights, employment time limits, amendments to collective redundancy. The introduction to the right to guaranteed hours, statutory sick pay, and the use of non-disclosure agreements.Protect yourself as an employee and protect your staff as an employer, with Your Rights at Work.

A Complete Guide to Employee Rights and Employer Responsibilities

Your Rights at Work

Yale Program on Financial Stability Series

A critical examination of the Federal Reserve-told by the policymakers, economists, and observers who know it bestThe Federal Reserve is one of the most powerful institutions in the world-and one of the least understood. Drawing on twenty-one interviews with former governors, reserve bank presidents, staff economists, lawmakers, journalists, scholars, international central bankers, and investors, Fed Reckoning explores how the institution has navigated the defining upheavals of the modern era: the global financial crisis, the pandemic shock, the post-2021 inflation surge, and the banking turmoil of 2023. It traces the modern Federal Reserve from Volcker to Powell, examining its evolving approach to the dual mandate, financial stability, regulation and supervision, and communication.Just as importantly, these interviews reveal the people behind the institution: their judgments, disagreements, frustrations, and sense of mission. The result is a candid, deeply informed portrait of the Federal Reserve at a moment when its power is immense, its independence is under pressure, and its future path is far from certain-and essential reading for anyone seeking to understand how it makes and defends its decisions.

Conversations on America’s Central Bank

Fed Reckoning

Oxford EU Financial Regulation

European Banking Union

SpringerBriefs in Service Science

This book explores the transformative potential of parallel intelligence in enhancing humanitarian services for sustainability, with a focus on leveraging the latest advancements in artificial intelligence. It brings together cutting-edge technologies like agentic intelligence, autonomous intelligence, Retrieval-Augmented Generation (RAG), and Search-Augmented Generation and Extension (SAGE), and along with digital human technologies, to reimagine and re-optimize service systems across a range of sectors. It examines how these technologies can transform service systems across diverse sectors, including education, healthcare, emergency management, agriculture, tourism, and ecology. By integrating real-time data, AI models, and feedback loops, the book outlines how these parallel systems can improve the effectiveness, resilience, and sustainability of services. It also highlights the role of blockchain, smart contracts, and Decentralized Autonomous/Agentic Organizations (DAO) in optimizing distributed humanitarian operations. As AI continues to advance, the author raises the crucial question of what the best model for sustainable and reliable humanitarian services should look like. Through this exploration, he argues that parallel intelligence offers new, innovative solutions to address global challenges, making service systems more adaptive and efficient.This book appeals to a broad audience, including academics, researchers, data scientists, practitioners, students, educators, and general public interested in the intersection of service science and AI. It offers critical insights and practical strategies, making it a valuable resource for those working in scientific research for services, LLMs, and the development of intelligent systems.

New Service with New AI

Parallel Intelligence for Humanitarian Services

International Series in Operations Research & Management Science

This book shows how to weld deep learning to the laws that govern heavy-industry assets. Instead of treating sensor readings as detached numbers, the book teaches models to obey conservation of energy, fluid flow, and material stress. The storyline follows three recurring settings—a regional power grid, an offshore drilling head, and a 2000-hectare almond farm—to prove the concept across energy, manufacturing, and agriculture.Readers watch plain neural nets stumble when they predict outputs that break physics, then see PENN correct the error with loss penalties and custom layers that bake in the Navier-Stokes, Hooke, and Fourier equations. In benchmark tests the approach lifts predictive accuracy by up to 30 percent while trimming training energy by two-thirds. Case walk-throughs document a 25 percent cut in turbine downtime, a 50 percent reduction in drilling vibration peaks, and a 15 percent saving in irrigation power.Special features include code snippets ready to paste into PyTorch, side-by-side plots that compare raw and physics-aware outputs, and full-color schematics that trace data from sensor to dashboard. Each chapter ends with a one-page readiness checklist so teams can turn lessons into pilots without stalling in proof-of-concept limbo. A consistent American spelling palette avoids cross-Atlantic edits.By the final page a plant manager, data scientist, or graduate student can design, train, and deploy a model that predicts real-world behavior without ignoring the rules of nature. The payoff is lower energy bills, fewer unplanned shutdowns, and a faster path to net-zero targets—results that speak to both profit and sustainability.&nbsp;

This book shows how to weld deep learning to the laws that govern heavy-industry assets. Instead of treating sensor readings as detached numbers, the book teaches models to obey conservation of energy, fluid flow, and material stress. The storyline follows three recurring settings—a regional power grid, an offshore drilling head, and a 2000-hectare almond farm—to prove the concept across energy, manufacturing, and agriculture.Readers watch plain neural nets stumble when they predict outputs that break physics, then see PENN correct the error with loss penalties and custom layers that bake in the Navier-Stokes, Hooke, and Fourier equations. In benchmark tests the approach lifts predictive accuracy by up to 30 percent while trimming training energy by two-thirds. Case walk-throughs document a 25 percent cut in turbine downtime, a 50 percent reduction in drilling vibration peaks, and a 15 percent saving in irrigation power.Special features include code snippets ready to paste into PyTorch, side-by-side plots that compare raw and physics-aware outputs, and full-color schematics that trace data from sensor to dashboard. Each chapter ends with a one-page readiness checklist so teams can turn lessons into pilots without stalling in proof-of-concept limbo. A consistent American spelling palette avoids cross-Atlantic edits.By the final page a plant manager, data scientist, or graduate student can design, train, and deploy a model that predicts real-world behavior without ignoring the rules of nature. The payoff is lower energy bills, fewer unplanned shutdowns, and a faster path to net-zero targets—results that speak to both profit and sustainability.

The Next Frontier of Artificial Intelligence

Physics-Informed Neural Networks for Industrial Applications

Hart Studies in Commercial and Financial Law

This book provides a detailed analysis of two UNCITRAL texts: the Model Law on Electronic Transferable Records (MLETR) and the Model Law on the Use and Cross-border Recognition of Identity Management and Trust Services (MLIT). The MLETR is the legal tool that enables the use of trade documents such as bills of lading and promissory notes in electronic form. The book discusses core MLETR provisions such as those on scope of application, functional equivalence, and reliability standards. It illustrates national variations in enactment techniques and substantive content, including in France, Singapore, and the United Kingdom. The MLIT provides the legal framework to manage identity management and trust services, including electronic signatures. The book explains the different approaches to giving legal recognition and effect to identity management and trust services, both domestically and across borders. It discusses the legal framework to accommodate functions and needs of identity management, describes trust services against the background of pre-existing UNCITRAL texts, and takes into account the revised EU eIDAS Regulation. Providing an article-by-article commentary as well as an overview of implementation trends, the book is a fundamental resource for commercial, maritime and banking lawyers, digital economy policymakers, legislative drafters, supply chain management and paperless trade specialists, and for anyone interested in understanding the legal aspects of the transition from documents to data in trade.

Electronic Transferable Records, Digital Identity and Trust Services

Uncitral Model Laws on Digital Trade

Demis Hassabis, DeepMind and the Quest for Superintelligence

The Infinity Machine

Legal Data, Digital Assets and Smart Contracts for Capital Markets

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