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artificial intelligence (AI) and machine learning (ML) have become general-purpose technologies that are reshaping how organisations make decisions, serve customers, design products and run operations. This chapter provides a management-oriented treatment of the principal AI and ML techniques and of the organisational...
artficial intelligence (AI) and big data analytics have moved from specialised technical functions to the core of how organizations compete, create value and organise work. This concluding chapter looks ahead. It examines the technological, organizational, regulatory and societal trends that are likely to shape the nex...
Who or what is conscious? Because subjective experience is directly accessible only in the first person, judgments about consciousness in other entities depend partly on analogy. Historically, such inferences have focused on nonhuman animals, but advances in artificial intelligence have raised the possibility of consci...
This study aims to investigate how Agentic artificial intelligence (AI) readiness enhances Strategic Agility among small and medium-sized enterprises (SMEs) in Sri Lanka. Drawing on the Technology-Organisation-Environment framework, Resource-Based View, and Dynamic Capabilities theory, this study incorporated data-...
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The certification-group findings should be interpreted as exploratory rather than as evidence of substantively meaningful or causal effects, and future research should combine self-report and performance-based assessment, employ representative samples, and directly examine the individual and institutional factors assoc...
Version 1.1 update — This revision adds bounded worked examples and reader-accessibility improvements to the September 27, 2026 v1.0 publication. It also adds an explicit disclosure of AI assistance in drafting, mathematical formulation/manipulation, computational checking, adversarial review, and research organization...
Abstract Building a working mental model of a protein typically requires weeks of reading, cross-referencing crystal and predicted structures, and inspecting ligand complexes, an effort that is slow, unevenly accessible, and often requires specialized computational skills. We introduce Speak to a Protein, a new capabil...
In isotropic coordinates the Schwarzschild metric satisfies N = 2/ψ − 1 for every mass, so if the lapse is a function of the isotropic conformal factor alone, vacuum general relativity fixes that function (in areal coordinates the same argument gives a different closure, Jacobson 2007: the choice of the isotropic varia...
This working paper develops and evaluates an explainable hybrid artificial-intelligence framework for detecting anomalous general-ledger transactions in small and medium-sized enterprise (SME) accounting systems. A synthetic SME general ledger comprising 50,000 transactions across 400 accounts and 80 users was generate...
As AI takes over tasks traditionally assigned to junior employees, how can organizations preserve opportunities for people to develop professional judgment? This conceptual paper proposes treating AI as a junior employee and designing its on-the-job training (OJT) as an opportunity for human development. AI mistakes ca...
This working paper develops and evaluates an explainable hybrid artificial-intelligence framework for detecting anomalous general-ledger transactions in small and medium-sized enterprise (SME) accounting systems. A synthetic SME general ledger comprising 50,000 transactions across 400 accounts and 80 users was generate...
About This Book This is the shortest way into the Productive Value–Productive Power (PV-PP) runtime. It explains what the PV-PP framework is and what the runtime does, recommends building with an AI assistant, shows how to install and verify the runtime, and then builds one small application, a battery-powered sensor,...
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Professor Ali Jadbabaie describes how AI, digital transformation, climate change, and complex geopolitics are forcing engineers and policymakers to rethink how infrastructure is designed, built, and managed.
Prabha Jha used her experience with MIT Open Learning’s program for senior executives to develop AI solutions for her employer, Verizon, and to write a book.
A Blog post by Liquid AI on Hugging Face
In Compton Lecture, the distinguished legal scholar warns of potential “loss of the Enlightenment” while suggesting ways innovations can meet our civic and cultural needs.
Generative AI
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