Technology, Architecture and Transformation

artificial intelligence, AI adoption, generative AI, productivity, labour productivity, total factor productivity, firm productivity, value added, Banca d’Italia, QEF 1009, Italy, Italian firms, SMEs, industrial policy, innovation policy, digital transformation, operating model, enterprise architecture, complementary assets, absorptive capacity, productivity J-curve, task-based productivity, bottlenecks, production networks, input-output linkages, AI policy, Digital Innovation Hubs, Competence Centers, AI Factories, compute infrastructure, data spaces, technology transfer, vertical applications, missing middle, ecosystem capture, European competitiveness

A review of Banca d’Italia QEF 1009 on Italy’s AI adoption gap, the conditions required to convert task-level gains into firm productivity, and the policy ecosystem needed to capture domestic value added.

Controllo e Monitoraggio della Rete: la Nuova Postura di Sicurezza degli Impianti Connessi

Gli aggiornamenti Terna agli Allegati A.13, A.69 e A.52 nel quadro europeo di resilienza cyber, NIS2, CRA e Perimetro di Sicurezza Nazionale Cibernetica

Gli aggiornamenti Terna agli Allegati A.13, A.69 e A.52 segnano il passaggio da una logica di semplice collegamento dati a una postura architetturale in cui controllo, difesa, monitoraggio, telecomunicazioni, cybersecurity e governance di ciclo di vita diventano proprietà strutturali degli impianti connessi.

Terna, Italian power grid, grid code, electricity transmission, critical infrastructure, OT cybersecurity, IT/OT architecture, operational technology, industrial control systems, cyber-physical systems, grid monitoring, grid control, power system security, energy infrastructure, renewable energy, BESS, battery energy storage systems, photovoltaic plants, wind farms, high-voltage substations, 36 kV connection, RTN, UPDM, RTU, SCADA, EMS, BMS, PCS, PPC, MPLS, IEC 60870-5-104, IEC 61850, IEC 62443, NIS2, CRA, PSNC, OT DMZ, jump host, network segmentation, zones and conduits, firewall, SIEM, IDS, NDR, remote access, asset inventory, compliance, resilience, grid observability, telemetry, protection systems, conformance testing, lifecycle governance

ArchiMate 4 and the Cartography of Complexity

How ArchiMate 4 simplifies enterprise modeling while enterprise systems grow more complex, shifting the real challenge from notation to semantic governance and operational evidence

296 min

tutorial

A Banca d’Italia indicator of cybersecurity vulnerability designed to support creditworthiness evaluation

ArchiMate 4 simplifies enterprise architecture modeling by reducing conceptual debt, but its real value depends on semantic governance, disciplined repositories, and links between architecture intent and operational evidence.

May 2, 2026

Modified	May 2, 2026
Keywords	ArchiMate 4, ArchiMate 3.2, enterprise architecture, TOGAF, The Open Group, modeling languages, metamodeling, UML, MOF, model driven engineering, architecture governance, semantic governance, architecture repository, Common Domain, architecture domains, viewpoints, specialization, profiles, complexity, socio-technical systems, operational evidence, digital transformation

Measuring Cyber Risk in the Italian Corporate Sector

78 min

enterprise risk management

italy

cyber risk, cybersecurity, cyber risk measurement, cyber risk taxonomy, cyber incidents, ransomware, data breach, corporate cybersecurity, cyber resilience, operational risk, credit risk assessment, probability of default, ICAS, Eurosystem collateral framework, Banca d’Italia, financial stability, non financial firms, cyber risk indicator, natural language processing, large language models, text mining, risk analytics, supply chain cyber risk, information security, corporate governance, digital operational resilience

A review of Banca d’Italia’s cyber risk indicator for Italian firms, showing how cyber vulnerability can become a measurable input for credit risk, resilience, and corporate risk governance.

Process Mining in Manufacturing with Purchased Components and Variable Lead Times

A practical example of event-log analysis, object-centric modeling, lead-time diagnosis, and planning correction

45 min

tutorial

process mining, manufacturing, object-centric process mining, event log, event construction, ERP, MES, WMS, QMS, procurement, supplier lead time, variable lead time, purchased components, production order, sales order, purchase order line, quality lot, warehouse receipt, inventory reservation, full-kit readiness, available stock, physical stock, quality-blocked stock, material availability, critical component, critical path, conformance checking, process variants, directly-follows graph, rework loop, manufacturing execution, S&OP, planning parameters, empirical lead time, data lineage, timestamp governance, semantic validation, enterprise architecture, digital transformation, process intelligence

A practical manufacturing process-mining case showing how object-centric event logs can expose supplier lead-time variability, quality-blocked stock, full-kit delays, rework loops, and planning-parameter errors.

The December 2025 Cyberattack on Poland’s Energy Sector

A detailed reconstruction of the incident, the malware, and the wider significance for energy and OT security

A reconstruction of the December 2025 cyberattack on Poland’s energy sector, showing how distributed generation, remote access, weak OT hardening, and fragile recovery paths can become a scalable cyber-physical risk.

Poland cyberattack, energy sector cybersecurity, OT security, industrial cybersecurity, distributed energy resources, DER cybersecurity, renewable energy cybersecurity, BESS cybersecurity, grid cybersecurity, CERT Polska, DynoWiper, LazyWiper, Sandworm, ELECTRUM, Dragos, ESET, IEC 62443, NIS2, Cyber Resilience Act, Terna Grid Code, CEI 0-16, remote access security, VPN security, RTU security, HMI security, critical infrastructure protection, cyber physical systems, grid connection point, GCP, SCADA security, wiper malware, operational resilience

Process Mining as Computational Process Intelligence

A formal and technical view of event-log analysis, object-centric process models, conformance checking, performance diagnosis, and enterprise applications

101 min

process mining, event logs, computational process intelligence, process discovery, conformance checking, performance mining, object-centric process mining, OCEL, XES, Petri nets, directly-follows graph, behavioral entropy, process variants, ERP, business process management, enterprise architecture, data engineering, process intelligence, task mining, process automation, operational excellence, digital transformation, internal control, audit, supply chain, order-to-cash, procure-to-pay

A formal and architectural account of process mining as computational process intelligence: from event logs, conformance checking and object-centric models to enterprise architecture, transformation control, dynamic allocation and S&OP optimization.

Reclaiming the Namespace: EU Digital Sovereignty in the CVE Ecosystem?

Rebalancing coordination and autonomy: EU digital sovereignty, federated CVE governance, and the conditions for sustainable economic growth

43 min

position paper

EU digital sovereignty, CVE, vulnerability management, cybersecurity governance, ENISA, MITRE, Root CNA, CVE Program, distributed governance, federated systems, vulnerability disclosure, coordinated disclosure, global namespace, identifier systems, digital infrastructure, Internet governance, interoperability, geopolitical risk, economic resilience, digital autonomy, enterprise architecture, coordination layers

A first-principles analysis of the CVE ecosystem as a global vulnerability namespace, showing why ENISA’s Root CNA role matters for EU digital sovereignty, federated governance, interoperability and economic resilience.

Introducing Enterprise Architecture in a Multinational Company: A Roadmap for Building the Discipline from Scratch

Building an architectural capability to guide technological evolution, manage structural complexity, and evaluate transformation trade-offs in large multinational enterprises

64 min

Engineering quantum resistant web authentication through Merkle commitments, transparency logs, and scalable trust infrastructure

A roadmap for introducing enterprise architecture in a multinational company from scratch, treating architecture as an analytical capability for making complexity intelligible and governing transformation trade-offs.

Mar 2, 2018

Modified	Mar 14, 2026
Keywords	enterprise architecture, digital transformation, technology governance, enterprise systems, architectural governance, enterprise complexity, architectural roadmap, enterprise integration, data architecture, cloud transformation

Quantum-Safe HTTPS Certificates: Google’s Structural Innovation, Technical Foundations, and Governance Implications

The security of the modern web depends on public key cryptography embedded in the TLS protocol and the Web Public Key Infrastructure. These systems rely primarily on RSA and elliptic curve signatures whose security rests on mathematical problems believed to be hard for classical computers. The emergence of quantum computing challenges these assumptions. Shor’s algorithm shows that sufficiently powerful quantum computers could efficiently solve integer factorization and discrete logarithms…

Mar 5, 2026

Modified	Mar 5, 2026
Keywords	post-quantum cryptography, WebPKI, TLS, Merkle trees, certificate transparency, authenticated data structures, Internet security architecture, quantum resistant cryptography, cryptographic scalability, transparency logs

A Glimpse of Agent Evolution

Intelligence, incentives, and the rise of machine coordination

Recent advances in autonomous AI agents are shifting agency away from isolated systems toward populations of interacting machines governed by coordination structures. This essay examines that transition through two contemporary case studies: Moltbook, a social network designed exclusively for machine-to-machine interaction, and Anthropic’s Project Vend, an experiment in autonomous economic operation. Rather than treating intelligence, reasoning quality, or internal cognition as the primary…

Jan 31, 2026

Modified	Jan 31, 2026
Keywords	autonomous agents, multi agent systems, emergent behavior, economic agency, long horizon autonomy, governance architectures, cultural emergence, informational cascades, moral hazard, observability, network effects, pathological equilibria, algorithmic collusion, human machine interaction, constitutional design, systems agency

Encrypted Cloning and the Exact Boundary of the No-Cloning Theorem

Redundancy without replication in quantum information processing

The No-Cloning Theorem is a foundational constraint of quantum mechanics, prohibiting the deterministic duplication of arbitrary unknown quantum states. This limitation has profound consequences for quantum computing, shaping how information can be stored, transmitted, protected, and recovered. A recent Physical Review Letters paper, Encrypted Qubits Can Be Cloned, introduces a protocol that appears, at first glance, to challenge this constraint by allowing multiple “clones” of a quantum…

quantum computing, quantum information theory, no-cloning theorem, encrypted cloning, quantum encryption, unitary dynamics, quantum channel capacity, antidegradable channels, multipartite entanglement, one-time decryption, quantum storage, distributed quantum systems, quantum secret sharing, entanglement monogamy, quantum summoning, quantum error correction, quantum cryptography, information-theoretic security, quantum key management, recoverable redundancy, unitarity constraints

When Digital Trust Expires: Quantum Computing and the Collapse of Signature-Based Security

How quantum attacks turn long-lived signatures into silent integrity and impersonation risks

111 min

cryptography

enterprise risk management

quantum computing

From calendar-driven cycles to signal-driven enterprise adaptation

Digital trust infrastructures are built on the implicit assumption that cryptographic hardness is permanent, while the systems and decisions that rely on it are designed to persist for decades. This assumption no longer holds. Advances in quantum computing do not cause visible system failure, but instead invalidate authenticity, integrity, and authority guarantees retroactively by rendering widely deployed signature schemes forgeable. Because signed artifacts, trust anchors, and encrypted data…

Dec 26, 2025

Modified	Dec 26, 2025
Keywords	post-quantum cryptography, quantum computing risk, digital signatures, cryptographic trust, delayed forgery, store now forge later, long-lived trust anchors, supply-chain security, cryptographic agility, quantum readiness, cybersecurity governance, enterprise risk management

From S&OP to Continuous Orchestration: Envisioning the Hybrid Enterprise of Humans and AI Agents

119 min

agents

Designing the continuously orchestrated enterprise

This essay explores the evolution of enterprise planning from traditional Sales and Operations Planning (S&OP) toward a paradigm of continuous orchestration, where humans and AI agents act as co-orchestrators of business activity. Classical S&OP, built on monthly cycles and calendar-driven governance, struggles in today’s environment of constant volatility, where signal latency translates into competitive disadvantage. Continuous orchestration reframes the enterprise as a complex adaptive…

Sep 28, 2025

Modified	Dec 21, 2025
Keywords	S&OP, continuous orchestration, hybrid enterprise, AI agents, CARO, VAOP, tactical vs strategic planning, human–AI collaboration, organizational governance, adaptive systems

From Planning to Orchestration: Reimagining the Enterprise Beyond S&OP

81 min

agents

From planning cycles to organisational capability: how integrated planning evolves through execution, feedback and learning

This essay argues that classic S&OP and its enterprise-wide evolution, IBP, are reaching their limits in environments defined by volatility, uncertainty, complexity, and ambiguity. The calendar-bound ontology of plan first, execute later presumes periodic equilibria; today’s enterprises operate in continuous flow. Enabled by AI, IoT, digital twins, and agent-based simulation, planning is dissolving into an always-on, distributed negotiation among humans and digital agents. The paper traces…

Sep 21, 2025

Modified	Dec 20, 2025
Keywords	continuous orchestration, S&OP, IBP, enterprise architecture, VUCA, signal-driven enterprise, rolling forecasts, digital twins, AI agents & automation, IoT, agent-based simulation, cybernetics & feedback loops, governance & decision rights, resilience & adaptability, control towers, concurrent planning, systems thinking, organizational culture, sensemaking, orchestration vs. choreography

Comprehensive Guide to Sales & Operations Planning, Sales & Operations Execution and Master Production Scheduling

180 min

From lofty predictions to real-world clicks: what AI usage data reveals about job impact and the new governance of human–agent organizational models

This essay presents a comprehensive, end-to-end framework for Sales & Operations Planning (S&OP), Sales & Operations Execution (S&OE), and Master Production Scheduling (MPS) as an integrated planning hierarchy that links strategic intent with operational execution. Drawing on academic literature, industry standards, and practitioner experience, it provides a structured guide for organisations designing or formalising these processes from the ground up. The report details objectives…

May 5, 2022

Modified	Dec 19, 2025
Keywords	continuous orchestration, S&OP, IBP, enterprise architecture, VUCA, signal-driven enterprise, rolling forecasts, digital twins, AI agents & automation, IoT, agent-based simulation, cybernetics & feedback loops, governance & decision rights, resilience & adaptability, control towers, concurrent planning, systems thinking, organizational culture, sensemaking, orchestration vs. choreography

Beyond the Hype: What Microsoft’s Copilot Data Really Says About AI at Work

85 min

agents

From formal proofs to empirical evolution: re-energizing self-improving AI with the Darwin Gödel Machine

This essay critically examines Microsoft’s recent study on the occupational implications of generative AI, which leverages large-scale Copilot usage telemetry and O*NET task mappings to produce an empirically grounded AI Applicability Score across job families. The methodology’s strengths and limitations are analyzed in depth, emphasizing its departure from capability-first projections toward observed integration patterns. Results reveal uneven adoption: high uptake in information-dense…

Aug 9, 2025

Modified	Aug 10, 2025
Keywords	generative AI, occupational impact, process allocation, AI applicability score, organizational flattening, CARO governance, VAOP, human–agent collaboration, enterprise AI strategy, AI-driven organizational change, task-level AI adoption, agent orchestration, enterprise resource governance, robotics

Darwin Gödel Machine: A Commentary on Novelty and Implications

Autonomous, self-improving artificial intelligence has long been a theoretical aspiration, yet practical implementations have remained elusive because formal proof–based self-modification is computationally intractable. The recently proposed Darwin Gödel Machine (DGM) breaks this impasse by replacing formal proofs with empirical validation and embedding self-referential code rewriting within an open-ended evolutionary framework. This commentary situates DGM historically—tracing a lineage from…

May 31, 2025

Modified	Jun 2, 2025
Keywords	Darwin Gödel Machine, self-improving AI, open-ended evolution, empirical validation, meta-learning, agentic AI, evolutionary computation, recursive self-modification, AI safety, autonomous software engineering

Beyond the Urgency: A Commentary on Dario Amodei’s Vision for AI Interpretability

Exploring the path from sparse features to a global cognitive safety regime

Frontier AI systems are sprinting toward super-human cognition, yet their inner goals and reasoning remain opaque. Building on Dario Amodei’s 2025 call to action, this essay argues that interpretability—an “AI-MRI” capable of revealing latent concepts and causal chains—has become the decisive bottleneck for technical safety, regulation, and public trust. We show why transparency is essential to verify alignment, arm policymakers with concrete evidence, unlock liability-sensitive markets, and…

Apr 25, 2025

Modified	Apr 25, 2025
Keywords	AI interpretability and transparency, AI alignment challenges, cognitive safety frameworks, frontier AI systems, explainable AI

Beyond Human Data: A Critical Examination of Silver & Sutton’s Welcome to the Era of Experience

How experiential learning could turn the world into AI’s ultimate training ground

Artificial‑intelligence research is poised on the brink of what David Silver and Richard S. Sutton label the Era of Experience, a paradigm in which autonomous agents learn primarily from their own, richly grounded interactions with the world rather than from static corpora of human‑generated data. Their white‑paper manifesto sets out an exhilarating vision that promises super‑human competence, scientific discovery, and new social contracts between humans and machines. Yet the manifesto also…

Apr 20, 2025

Modified	Apr 25, 2025
Keywords	experiential AI, reinforcement Learning, autonomous agents, grounded intelligence, AI alignment

Sudoku and Satisfiability Modulo Theories

You can solve it the standard way or… with Python and math

We explore the fundamental concepts of SAT (Boolean Satisfiability Problem) and SMT (Satisfiability Modulo Theories), which are key tools in computer science for solving complex logical and mathematical problems. SAT focuses on determining whether there exists a True/False assignment to variables that satisfies a logical formula, while SMT extends this by incorporating additional mathematical structures like integers, arrays, and functions. We will understand how these tools are used in…

Sep 5, 2024

Modified	Sep 6, 2024
Keywords	satisfiability modulo theories, sudoku

The Relationship Between Category Theory, Lambda Calculus, and Functional Programming in Haskell

The power of compositionality

This post explores the deep connections between functional programming, lambda calculus, and category theory, with a particular focus on composability, a foundational principle in both mathematics and software engineering. Haskell, a functional programming language deeply rooted in these mathematical frameworks, serves as the practical implementation of these concepts, demonstrating how abstract theories can be applied to build robust, scalable, and maintainable software systems. We present…

Aug 10, 2024

Modified	Aug 12, 2024
Keywords	category theory, functional programming, Haskell, lambda calculus

Harnessing Focus: Merging AI and Market Dynamics

The attention paradigm: bridging natural language processing and economic theory

This essay explores the intersection of attention mechanisms in natural language processing (NLP) and attention economics, emphasizing how both fields manage information by prioritizing relevance. Drawing inspiration from William James’s insight that attention shapes our experience, it examines how attention mechanisms in NLP enable AI models to focus on critical parts of input data, improving tasks like machine translation and text summarization. The historical development of these mechanisms…

Apr 19, 2022

Modified	Jul 31, 2024
Keywords

AI as Important as Fire, Generative AI as the Printing Press, Autonomous Agents as the Wheel – What’s Next?

On finding the right metaphors to frame current and future revolutions

We explore metaphors illustrating the transformative impact of artificial intelligence (AI) on human civilization. Sundar Pichai compares AI to fire and electricity, emphasizing its profound potential and dual nature—capable of immense benefits but also presenting significant ethical challenges such as privacy concerns and job displacement. Generative AI is likened to the printing press, democratizing content creation and ushering in a new era of intellectual renaissance, yet raising questions…

Feb 10, 2024

Modified	Feb 11, 2024
Keywords

Python as an Interface Between Human Thought and Machine Execution

Why Python became a cognitive, architectural, and computational bridge

55 min

software development

programming languages

Unlocking data privacy with powerful cryptographic techniques

Python is often described as readable, simple, and beginner-friendly, but its deeper importance lies in its role as an interface language. It mediates between human intention and machine execution by allowing informal reasoning, domain models, data structures, procedures, simulations, and workflows to become executable artifacts with relatively low cognitive friction. This article interprets Python as a cognitive, architectural, and epistemic bridge. Cognitively, it lowers the cost of…

Jun 22, 2022

Modified	Jan 30, 2024
Keywords

Homomorphic Encryption for Developers

As data privacy becomes a critical concern in the digital era, cryptographic innovations such as Homomorphic Encryption are paving the way for secure and private data processing. HE allows computations on encrypted data without decryption, enabling privacy-preserving operations across diverse fields like healthcare, finance, cloud computing, and blockchain. This tutorial explores the principles of HE, its different flavors, and its integration with complementary techniques like Differential…

Jun 23, 2022

Modified	Dec 30, 2023
Keywords	cryptography, homomorphic encryption, RSA

Enterprise Architecture Beyond Rational Optimization

A commentary on dynamic programming, bounded rationality, TRIZ, and digital transformation roadmaps

52 min

enterprise architecture, enterprise modeling, dynamic programming, TRIZ, bounded rationality, tool hybridization, bounded optimality, digital transformation, transformation roadmap, decision architecture, target architecture, state-space design, architecture governance, machine learning, decision support, organizational learning, semantic governance, decomposition, contradiction analysis, adaptive execution

This article develops a practitioner-oriented commentary on John Rust’s analysis of dynamic programming and its limited direct impact on real-world decision making. Rust’s central insight is that dynamic programming is mathematically powerful, but practical decision problems are often difficult to define, observe, decompose, and validate. This tension is highly relevant to enterprise architecture. Digital transformation is also a sequential decision problem: an organization starts from a…

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Latest posts

Shorter notes, explanations and observations arising from ongoing research and professional practice.

The First Scroll Read by Machine Learning

Virtual unwrapping, Herculaneum, and the return of a lost library

research

How synchrotron micro-CT, computational geometry, machine learning, and papyrology recovered the preserved text of PHerc. 1667 without physically opening the carbonized scroll.

Jun 28, 2026

The U.S. 2030 post-quantum cryptography order, enterprise cryptographic debt, and why a federal mandate matters beyond America

Jul 18, 2026

When Digital Trust Gets a Deadline

enterprise risk management

quantum computing

The White House post-quantum cryptography order turns quantum risk into a dated governance problem: not because it is the first PQC roadmap, but because it links federal migration deadlines, cryptographic inventories, CBOM guidance, and procurement pressure. For enterprises, including in Europe, it signals that cryptographic debt is becoming an architectural, contractual, and supply-chain risk.

Jun 27, 2026

Scientific discovery as a closed loop of prediction, experiment, and correction

Jun 27, 2026

When AI Enters the Laboratory

research

An analysis of how artificial intelligence is changing scientific discovery by closing the loop between prediction, laboratory experimentation, measurement, and model correction, with examples from superconductors, self-driving laboratories, protein design, antibiotics, and fusion-plasma control.

Jun 25, 2026

Neural networks, computational capital, and the transition from artificial general intelligence to artificial superintelligence

Jun 25, 2026

The Industrialization of Intelligence

An analysis of the transition from AGI to ASI as the industrialization of intelligence: neural networks, compute, recursive AI research, epistemic systems, and the geopolitical governance of cognitive infrastructure.

Jun 14, 2026

How AI-assisted proof discovery is reshaping the practice of mathematics

Jun 14, 2026

When a Nobel Laureate Uses an LLM to Prove a Theorem: A Turning Point for Mathematical Discovery

A reflection on Giorgio Parisi and Francesco Zamponi’s AI-assisted proof of a jamming-theory identity, showing how LLMs may become part of the cognitive infrastructure of mathematical discovery.

Jun 6, 2026

How mathematicians are answering the new cognitive infrastructure of proof

Jun 6, 2026

The Leiden Declaration and the Governance of AI-Assisted Mathematics

A reading of the Leiden Declaration as a governance framework for AI-assisted mathematics, defending proof as understanding, authorship as responsibility, attribution as intellectual memory, and public infrastructure as epistemic sovereignty.

Jun 4, 2026

AI, mathematical thought, and the rise of automated research

Jun 4, 2026

The New Cognitive Infrastructure of Science

An essay on AI-assisted mathematics as the prototype of a new cognitive infrastructure for science, where human researchers, AI agents, formal verifiers, simulators, and institutions form composite systems of discovery.

Jun 2, 2026

When a language model entered frontier mathematics and why this changes more than mathematics

Jun 2, 2026

The Erdős Moment of AI

An analysis of the OpenAI unit-distance breakthrough as an Erdős moment for AI: a signal that machine systems are beginning to participate in abstract mathematical construction, scientific search, and enterprise reasoning.

May 24, 2026

NIST’s NVD update, record CVE growth, and the economics of AI-scaled cyberattacks

May 24, 2026

When Vulnerability Databases Become Triage Systems

An analysis of NIST’s 2026 NVD update, record CVE growth, AI-scaled vulnerability discovery, and the shift from CVSS-driven patch queues to enterprise-specific cyber-risk triage.

May 22, 2026

Why public investment in open source desktop infrastructure is becoming a strategic matter for European states

May 23, 2026

KDE, the Sovereign Tech Fund, and Europe’s Search for Digital Sovereignty

A short analysis of the Sovereign Tech Fund’s investment in KDE as a signal of Europe’s shift from treating open source as a technical preference to treating it as strategic digital infrastructure and a layer of digital sovereignty.

May 21, 2026

Why quantitative process intelligence is becoming essential for enterprise architecture and digital transformation

May 21, 2026

Process Mining: From Theory to Execution

A reflection on the Celonis Academy course Process Mining: From Theory to Execution, completed in 2022, and on why process mining is becoming a strategic capability for enterprises that need to understand, measure, compare, predict, and improve their real operational behavior.

Nov 17, 2022

Why the Dutch government’s Forgejo-based code platform matters for European digital sovereignty

May 1, 2026

Code Sovereignty Starts with the Forge

Digital sovereignty is usually discussed in terms of cloud platforms, data spaces, artificial intelligence, cybersecurity, and strategic autonomy. Yet every digital public service ultimately depends on a more fundamental layer: the infrastructure where source code is written, reviewed, stored, released, and maintained. This article analyses the Dutch government’s Forgejo-based code.overheid.nl platform as a concrete example of sovereign software-development infrastructure. Using only official…

Apr 30, 2026

Inside the data.gouv.fr MCP server and the new interface stack for public data

Apr 30, 2026

The French state becomes machine readable through an AI layer

France’s experimental MCP server for data.gouv.fr is more than a technical connector. It signals a broader shift in how a state can expose public information in the age of AI. Rather than limiting access to web pages for humans and APIs for developers, the French open data platform is beginning to add a third interface layer: a standardized machine readable protocol through which AI agents can search datasets, inspect metadata, discover public APIs, and query part of the national open data…

Apr 18, 2026

From a French workstation migration signal to the broader European effort to regain control over critical digital infrastructure

Apr 18, 2026

France’s Linux Desktop Turn and the European Logic of Digital Sovereignty

France’s announced move from Windows toward Linux based public sector workstations is not merely a desktop migration story. It is a visible manifestation of a deeper strategic objective: reducing structural dependence on extra European digital platforms and rebuilding operational control over critical layers of the state’s information systems. This article examines what the official French sources actually say, distinguishes formal commitments from extrapolation, and situates the initiative…

Apr 12, 2026

An analysis of the Google and Oratomic results on Shor’s resource estimates and their implications for the convergence of quantum circuit optimization, error correction, and hardware architectures

Apr 12, 2026

Quantum Cryptography at the Edge of Feasibility: Resource Estimates, Architectural Divergence, and Systemic Risk

Recent results from Google Quantum AI and from Oratomic, Caltech, and Berkeley have significantly refined the quantitative understanding of the quantum threat to public-key cryptography, shifting the discussion from theoretical possibility to explicit engineering resource estimates. This article analyzes these developments from first principles, distinguishing between logical and physical qubits, circuit complexity, and error-correction overhead, and examining how improvements at each layer…

Mar 31, 2026

From psychological theory to machine learning architectures

Apr 11, 2026

What Is a World Model?

A technical and historical introduction to world models, tracing the idea from Kant, Helmholtz, Craik and Tolman to model-based reinforcement learning, latent simulators, multimodal prediction, physical AI and the open problem of causal world understanding.

Dec 7, 2025

Why trust expires before systems fail, and how early remediation becomes a strategic program rather than an emergency rewrite

Feb 11, 2026

Quantum Computing Threats and the Advantage of Acting Now

Quantum computing does not need to break your systems to break your trust. The risk arrives as retroactive forgery, long lived key abuse, and evidentiary collapse. This article explains the threat mechanics and shows why starting remediation today is an opportunity to build agility and reduce future overhaul costs.

Dec 31, 2025

Why generative AI forces a redefinition of mastery, agency, and human value

Dec 31, 2025

Beyond De-Skilling: Intelligence Explosion and the End of Skill as a Stable Category

A critical commentary on The Atlantic’s The Age of De-Skilling, arguing that the article underestimates the paradigm shift introduced by accelerating artificial intelligence. Rather than a story of skill erosion, this post frames AI as an intelligence explosion that dissolves skill as a stable category and forces a redefinition of human mastery, agency, and accountability.

Dec 24, 2025

How I blend enterprise architecture, technology, and interim leadership to transform organizations

Dec 24, 2025

Architecting Change

interim management

professional practice

A deep reflection on my work as an interim manager and enterprise architect, where urgency, systems thinking, and human leadership intersect. I show how architecture, technology, and culture blend into transformation that is both immediate and sustainable.

Apr 20, 2025

How a barely noticed update triggered forgotten emotions

Apr 20, 2025

Simulating Tethered Buoy Dynamics

research

This reflection examines the design and simulation of a tethered buoy system, an enterprise bridging nearly inextensible cables, quaternion-based orientation, and implicit time-stepping. It traces the technical challenges and day-to-day engineering realities of merging advanced finite element concepts with real-world ocean conditions. Through the interplay of mixed methods and iterative solvers, supported by the vibrant research community at MOX, it recounts the milestones, hurdles, and…

Feb 20, 2025

Feb 20, 2025

The evolution of color spaces is a testament to the intersection of art, science, and technology. Each color space has been developed to meet specific needs - from artistic expression and print media to digital interfaces and scientific research. Understanding these spaces is crucial for professionals in fields like photography, design, and digital media, where color accuracy and consistency are paramount.

Jan 27, 2024

Ensuring a single instance for shared resources

Feb 11, 2024

Singletons in Python

The singleton pattern is a creational design pattern that ensures a class has only one instance while providing a global point of access to that instance. This post explores the concept of singletons in Python, exploring various implementation methods including naive approaches, base classes, decorators, and metaclasses. We also discuss the advantages and disadvantages of using singletons, their impact on design principles like the Single Responsibility Principle, and provide thread-safe…

Mar 8, 2018

Concepts, roles, and correct use

Dec 11, 2023

Quantum Key Distribution and Post-Quantum Cryptography

Quantum computing does not break cryptography in general; it selectively collapses the mathematical assumptions underlying modern public key systems. This distinction is frequently obscured in discussions that conflate encryption, authentication, and key distribution, leading to misplaced expectations around so-called quantum-safe solutions. This article clarifies the respective roles of Quantum Key Distribution (QKD) and post-quantum cryptography (PQC), demonstrating that they address…

Jun 23, 2023

Why x plus y greater than z turns quantum readiness into a present day governance problem

Jul 1, 2023

Cybersecurity in an Era with Quantum Computers: Interpreting Mosca’s Risk Inequality

A commentary on Michele Mosca’s 2018 paper that formalizes quantum cyber risk as an inequality: security shelf life plus migration time versus cryptographic collapse time. The piece introduces quantum computing threats, explains the inequality in plain terms, and derives concrete implications for enterprise and institutional governance.

Dec 8, 2019