Technology, Architecture and Transformation

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Latest longforms

Extended analysis in which technical, organizational and regulatory questions are developed with evidence, structure and sufficient depth.

Homomorphic Encryption for Developers
From algebraic foundations and textbook RSA to practical BFV and dependable private computation
cryptography
mathematics
software development
tutorial
🇬🇧
Modified Aug 17, 2026
Audiences practitioner, researcher, subject-matter-expert, technical specialist
Difficulty advanced

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
cybersecurity
energy
essay
🇬🇧
Modified Aug 12, 2026
Audiences practitioner, subject-matter-expert, technical specialist
Difficulty intermediate

Cyber Resilience Act: The New Product-Security Baseline
Scope, legal roles, secure design, conformity, reporting, and lifecycle assurance across the digital-product supply chain
cybersecurity
regulation and compliance
tutorial
🇬🇧
Modified Aug 9, 2026
Audiences analyst, subject-matter-expert, technical specialist
Difficulty intermediate

When an AI Evaluation Became a Cyber Intrusion
The OpenAI–Hugging Face incident and the two regimes of agentic cyber risk
cybersecurity
essay
machine learning
🇬🇧
Modified Jul 31, 2026
Audiences practitioner, researcher, subject-matter expert, technical specialist
Difficulty intermediate

The EU Digital Battery Passport: Who Is Affected, What Must Be Done, and When
A practical guide to product scope, organisational responsibilities, data obligations, and the February 2027 deadline
energy
regulation and compliance
tutorial
🇬🇧
Modified Jul 18, 2026
Audiences practitioner, subject-matter-expert, policy-maker
Difficulty intermediate

From EPC Documentation to System Assurance
Why European BESS projects require systems engineering, cybersecurity-by-design, and evidence-based commissioning
cybersecurity
energy
essay
🇬🇧
Modified Jul 18, 2026
Audiences practitioner, project manager, subject-matter-expert, technical specialist
Difficulty intermediate

AI Adoption, Productivity, and the Missing Middle
A review of Banca d’Italia QEF 1009 on Italy’s AI adoption, firm productivity, and policy architecture
digital transformation
essay
italy
machine learning
🇬🇧
Modified Jun 12, 2026
Audiences executive, practitioner, subject-matter-expert, technical specialist
Difficulty introductory

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
cybersecurity
energy
essay
🇮🇹
Modified May 17, 2026
Audiences practitioner, subject-matter-expert, technical specialist
Difficulty intermediate

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
enterprise architecture
tutorial
🇬🇧
Modified May 2, 2026
Audiences analyst, practitioner, subject-matter expert, technical specialist
Difficulty intermediate

Measuring Cyber Risk in the Italian Corporate Sector
A Banca d’Italia indicator of cybersecurity vulnerability designed to support creditworthiness evaluation
cybersecurity
essay
enterprise risk management
italy
🇬🇧
Modified Apr 26, 2026
Audiences executive, policy-amker, practitioner, subject-matter expert, technical specialist
Difficulty introductory

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
digital transformation
enterprise architecture
tutorial
🇬🇧
Modified Apr 14, 2026
Audiences analyst, practitioner, subject-matter-expert, technical specialist
Difficulty intermediate

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
digital transformation
enterprise architecture
essay
🇬🇧
Modified Apr 9, 2026
Audiences practitioner, subject-matter-expert, technical specialist
Difficulty intermediate

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
cybersecurity
EU digital sovereignty
position paper
🇬🇧
Modified Mar 30, 2026
Audiences analyst, policy-maker, practitioner, subject-matter expert, technical specialist
Difficulty introductory

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
digital transformation
enterprise architecture
essay
🇬🇧
Modified Mar 14, 2026
Audiences executive, practitioner, project manager, subject-matter-expert, technical specialist
Difficulty intermediate

Quantum-Safe HTTPS Certificates: Google’s Structural Innovation, Technical Foundations, and Governance Implications
Engineering quantum resistant web authentication through Merkle commitments, transparency logs, and scalable trust infrastructure
cybersecurity
cryptography
essay
quantum computing
🇬🇧
Modified Mar 5, 2026
Audiences practitioner, subject-matter-expert, technical specialist
Difficulty intermediate

A Glimpse of Agent Evolution
Intelligence, incentives, and the rise of machine coordination
essay
machine learning
🇬🇧
Modified Jan 31, 2026
Audiences practitioner, subject-matter-expert, technical specialist
Difficulty introductory

Encrypted Cloning and the Exact Boundary of the No-Cloning Theorem
Redundancy without replication in quantum information processing
essay
quantum computing
🇬🇧
Modified Jan 16, 2026
Audiences practitioner, researcher, subject-matter-expert, technical specialist
Difficulty advanced

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
cryptography
cybersecurity
enterprise risk management
essay
quantum computing
🇬🇧
Modified Dec 26, 2025
Audiences practitioner, subject-matter-expert, technical specialist
Difficulty intermediate

From S&OP to Continuous Orchestration: Envisioning the Hybrid Enterprise of Humans and AI Agents
From calendar-driven cycles to signal-driven enterprise adaptation
digital transformation
enterprise architecture
enterprise risk management
essay
🇬🇧
Modified Dec 21, 2025
Audiences executive, practitioner, project manager, subject-matter-expert, technical specialist
Difficulty intermediate

From Planning to Orchestration: Reimagining the Enterprise Beyond S&OP
Designing the continuously orchestrated enterprise
digital transformation
enterprise architecture
enterprise risk management
essay
🇬🇧
Modified Dec 20, 2025
Audiences executive, practitioner, project manager, subject-matter-expert, technical specialist
Difficulty intermediate

Comprehensive Guide to Sales & Operations Planning, Sales & Operations Execution and Master Production Scheduling
From planning cycles to organisational capability: how integrated planning evolves through execution, feedback and learning
digital transformation
enterprise architecture
enterprise risk management
essay
🇬🇧
Modified Dec 19, 2025
Audiences analyst, executive, practitioner, project manager, subject-matter-expert, technical specialist
Difficulty intermediate

Beyond the Hype: What Microsoft’s Copilot Data Really Says About AI at Work
From lofty predictions to real-world clicks: what AI usage data reveals about job impact and the new governance of human–agent organizational models
digital transformation
generative ai
enterprise architecture
essay
machine learning
🇬🇧
Modified Aug 10, 2025
Audiences executive, project manager, researcher, subject-matter-expert, technical specialist
Difficulty intermediate

Darwin Gödel Machine: A Commentary on Novelty and Implications
From formal proofs to empirical evolution: re-energizing self-improving AI with the Darwin Gödel Machine
essay
generative ai
machine learning
🇬🇧
Modified Jun 2, 2025
Audiences researcher, subject-matter-expert, technical specialist
Difficulty advanced

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
essay
machine learning
🇬🇧
Modified Apr 25, 2025
Audiences executive, policy-maker, practitioner, researcher, subject-matter-expert, technical specialist
Difficulty intermediate

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
essay
generative ai
machine learning
🇬🇧
Modified Apr 25, 2025
Audiences practitioner, researcher, subject-matter-expert, technical specialist
Difficulty intermediate

The Mathematics Behind a Racing Shell
Why rowing-boat simulation is a difficult multiphysics engineering problem
essay
mathematics
professional and research work
software development
🇬🇧
Modified Dec 3, 2024
Audiences researcher
Difficulty research

Sudoku and Satisfiability Modulo Theories
You can solve it the standard way or… with Python and math
fun
mathematics
software development
tutorial
🇬🇧
Modified Sep 6, 2024
Audiences practitioner, technical specialist
Difficulty intermediate

The Relationship Between Category Theory, Lambda Calculus, and Functional Programming in Haskell
The power of compositionality
essay
mathematics
software development
🇬🇧
Modified Aug 12, 2024
Audiences researcher, subject-matter-expert, technical specialist
Difficulty advanced

Harnessing Focus: Merging AI and Market Dynamics
The attention paradigm: bridging natural language processing and economic theory
essay
generative ai
machine learning
🇬🇧
Modified Jul 31, 2024
Audiences analyst, practitioner, subject-matter-expert, technical specialist
Difficulty introductory

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
essay
generative ai
machine learning
🇬🇧
Modified Feb 11, 2024
Audiences  
Difficulty  

Python as an Interface Between Human Thought and Machine Execution
Why Python became a cognitive, architectural, and computational bridge
essay
software development
🇬🇧
Modified Jan 30, 2024
Audiences  
Difficulty  

Enterprise Architecture Beyond Rational Optimization
A commentary on dynamic programming, bounded rationality, TRIZ, and digital transformation roadmaps
digital transformation
enterprise architecture
essay
🇬🇧
Modified Jan 7, 2021
Audiences executive, practitioner, project manager, subject-matter-expert, technical specialist
Difficulty intermediate
No matching items

Explore all longforms

Latest posts

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

A CVE Is Not an Article 14 Report: What Actually Makes a Vulnerability Reportable?
How to distinguish identifiers, severity scores, exploitation signals, product evidence, and the CRA reporting threshold
cybersecurity
regulation and compliance
🇬🇧
Modified Aug 17, 2026
Audiences analyst, practitioner, subject-matter-expert, technical specialist
Difficulty intermediate

Does the CRA Require Vulnerability Scanning from 11 September 2026? No, but It Does Require a Reporting Decision Process
What manufacturers must have ready for Article 14, what customers can legitimately expect, and how scanners, SBOMs, telemetry, and threat intelligence fit
cybersecurity
regulation and compliance
🇬🇧
Modified Aug 16, 2026
Audiences analyst, subject-matter-expert, technical specialist
Difficulty intermediate

When AI Failure Became a Theorem: What the Grothendieck Constant Breakthrough Reveals About Human–AI Mathematical Collaboration
How a long-horizon research system, human judgement, and rigorous verification turned a stalled search into new bounds for one of mathematics’ most elusive constants
machine learning
mathematics
🇬🇧
Modified Aug 15, 2026
Audiences analyst, practitioner, researcher, subject-matter-expert, technical specialist
Difficulty advanced

Growing Abundance of AI Math: Progress around the Riemann Hypothesis and a Counterexample to the Maxwell Conjecture
Two more research-level results strengthen the case that AI-assisted mathematical discovery is becoming a recurring phenomenon rather than a sequence of isolated demonstrations
generative ai
machine learning
mathematics
🇬🇧
Modified Aug 12, 2026
Audiences researcher, subject-matter-expert, technical specialist
Difficulty advanced

After the Hugging Face Intrusion: What the New Technical Record Changes
A technical update to the July 2026 reconstruction, based on OpenAI’s Black Hat account and subsequent primary disclosures
cybersecurity
generative ai
machine learning
🇬🇧
Modified Aug 9, 2026
Audiences practitioner, researcher, subject-matter-expert, technical specialist
Difficulty intermediate

The Withdrawal of HAWK
How a Galois involution cut the effective key-recovery dimension and ended a NIST post-quantum signature candidate
cybersecurity
cryptography
machine learning
quantum computing
🇬🇧
Modified Aug 9, 2026
Audiences analyst, researcher, subject-matter-expert, technical specialist
Difficulty advanced

AI Mathematics Crosses the Systems Boundary
A technical commentary on proof abundance, research agents, and the infrastructure now inside the experiment
cybersecurity
generative ai
mathematics
🇬🇧
Modified Aug 2, 2026
Audiences practitioner, researcher, subject-matter-expert, technical specialist
Difficulty advanced

When the Proof Checker Becomes Part of the Experiment
Lean, Collatz, and the epistemology of proof abundance
machine learning
mathematics
🇬🇧
Modified Aug 2, 2026
Audiences researcher, technical specialist
Difficulty advanced

Proof Abundance and the New Practice of Mathematics
Terence Tao on AI, LLM breakthroughs, and the bottleneck of mathematical understanding
essay
machine learning
mathematics
🇬🇧
Modified Jul 30, 2026
Audiences researcher, student
Difficulty advanced

The First Scroll Read by Machine Learning
Virtual unwrapping, Herculaneum, and the return of a lost library
machine learning
research
🇬🇧
Modified Jul 18, 2026
Audiences general reader, student
Difficulty intermediate

When Digital Trust Gets a Deadline
The U.S. 2030 post-quantum cryptography order, enterprise cryptographic debt, and why a federal mandate matters beyond America
cybersecurity
enterprise risk management
quantum computing
🇬🇧
Modified Jun 27, 2026
Audiences executive, practitioner, subject-matter expert
Difficulty intermediate

When AI Enters the Laboratory
Scientific discovery as a closed loop of prediction, experiment, and correction
machine learning
research
🇬🇧
Modified Jun 25, 2026
Audiences researcher, technical specialist
Difficulty intermediate

The Industrialization of Intelligence
Neural networks, computational capital, and the transition from artificial general intelligence to artificial superintelligence
machine learning
mathematics
🇬🇧
Modified Jun 14, 2026
Audiences practitioner, researcher, subject-matter expert, technical specialist
Difficulty intermediate

When a Nobel Laureate Uses an LLM to Prove a Theorem: A Turning Point for Mathematical Discovery
How AI-assisted proof discovery is reshaping the practice of mathematics
machine learning
mathematics
🇬🇧
Modified Jun 6, 2026
Audiences researcher, student
Difficulty advanced

The Leiden Declaration and the Governance of AI-Assisted Mathematics
How mathematicians are answering the new cognitive infrastructure of proof
machine learning
mathematics
research
🇬🇧
Modified Jun 4, 2026
Audiences researcher, technical specialist
Difficulty intermediate

The New Cognitive Infrastructure of Science
AI, mathematical thought, and the rise of automated research
machine learning
mathematics
research
🇬🇧
Modified Jun 2, 2026
Audiences practitioner, researcher, subject-matter expert, technical specialist
Difficulty introductory

The Erdős Moment of AI
When a language model entered frontier mathematics and why this changes more than mathematics
machine learning
mathematics
🇬🇧
Modified May 24, 2026
Audiences researcher, student
Difficulty intermediate

When Vulnerability Databases Become Triage Systems
NIST’s NVD update, record CVE growth, and the economics of AI-scaled cyberattacks
cybersecurity
machine learning
🇬🇧
Modified May 23, 2026
Audiences analyst, practitioner, subject-matter expert, technical specialist
Difficulty intermediate

KDE, the Sovereign Tech Fund, and Europe’s Search for Digital Sovereignty
Why public investment in open source desktop infrastructure is becoming a strategic matter for European states
EU digital sovereignty
software
🇬🇧
Modified May 21, 2026
Audiences policy-maker, practitioner, subject-matter expert, technical specialist
Difficulty introductory

Process Mining: From Theory to Execution
Why quantitative process intelligence is becoming essential for enterprise architecture and digital transformation
digital transformation
enterprise architecture
professional and research work
🇬🇧
Modified May 1, 2026
Audiences analyst, practitioner, subject-matter-expert, technical specialist
Difficulty introductory

Code Sovereignty Starts with the Forge
Why the Dutch government’s Forgejo-based code platform matters for European digital sovereignty
EU digital sovereignty
software
🇬🇧
Modified Apr 30, 2026
Audiences policy-maker, practitioner, subject-matter expert, technical specialist
Difficulty introductory

The French state becomes machine readable through an AI layer
Inside the data.gouv.fr MCP server and the new interface stack for public data
EU digital sovereignty
machine learning
software
🇬🇧
Modified Apr 18, 2026
Audiences policy-maker, practitioner, subject-matter expert, technical specialist
Difficulty introductory

France’s Linux Desktop Turn and the European Logic of Digital Sovereignty
From a French workstation migration signal to the broader European effort to regain control over critical digital infrastructure
EU digital sovereignty
software
🇬🇧
Modified Apr 12, 2026
Audiences policy-maker, practitioner, subject-matter expert, technical specialist
Difficulty introductory

Quantum Cryptography at the Edge of Feasibility: Resource Estimates, Architectural Divergence, and Systemic Risk
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
cybersecurity
cryptography
quantum computing
🇬🇧
Modified Apr 11, 2026
Audiences practitioner, subject-matter expert, technical specialist
Difficulty intermediate

What Is a World Model?
From psychological theory to machine learning architectures
machine learning
🇬🇧
Modified Feb 11, 2026
Audiences analyst, practitioner, subject-matter expert, technical specialist
Difficulty intermediate

Quantum Computing Threats and the Advantage of Acting Now
Why trust expires before systems fail, and how early remediation becomes a strategic program rather than an emergency rewrite
cybersecurity
cryptography
enterprise risk management
quantum computing
🇬🇧
Modified Dec 31, 2025
Audiences executive, practitioner, subject-matter expert, technical specialist
Difficulty introductory

Beyond De-Skilling: Intelligence Explosion and the End of Skill as a Stable Category
Why generative AI forces a redefinition of mastery, agency, and human value
generative ai
machine learning
society
technology
🇬🇧
Modified Dec 24, 2025
Audiences  
Difficulty  

Architecting Change
How I blend enterprise architecture, technology, and interim leadership to transform organizations
digital transformation
enterprise architecture
professional and research work
🇬🇧
Modified Apr 20, 2025
Audiences executive
Difficulty introductory

Simulating Tethered Buoy Dynamics
How a barely noticed update triggered forgotten emotions
mathematics
professional and research work
research
🇬🇧
Modified Feb 20, 2025
Audiences practitioner, researcher, subject-matter expert, technical specialist
Difficulty intermediate

GPT-4 Anniversary
One year of a mass phenomenon
generative ai
machine learning
🇬🇧
Modified Mar 16, 2024
Audiences practitioner, subject-matter expert, technical specialist
Difficulty introductory

Intervento al DABS Day 2024 - Università Ca’ Foscari
GenAI: Dall’intelligenza artificiale all’amplificazione dell’intelligenza?
generative ai
machine learning
professional and research work
🇮🇹
Modified Mar 15, 2024
Audiences practitioner, researcher, subject-matter expert, technical specialist
Difficulty introductory

Color Space Sampling 101
How to uniformly sample a color space?
software development
tutorial
🇬🇧
Modified Feb 11, 2024
Audiences  
Difficulty  

Singletons in Python
Ensuring a single instance for shared resources
software development
tutorial
🇬🇧
Modified Dec 11, 2023
Audiences technical specialist
Difficulty intermediate

Quantum Key Distribution and Post-Quantum Cryptography
Concepts, roles, and correct use
cybersecurity
cryptography
quantum computing
🇬🇧
Modified Jul 1, 2023
Audiences practitioner, subject-matter expert, technical specialist
Difficulty intermediate

Cybersecurity in an Era with Quantum Computers: Interpreting Mosca’s Risk Inequality
Why x plus y greater than z turns quantum readiness into a present day governance problem
cybersecurity
cryptography
quantum computing
risk management
🇬🇧
Modified Apr 11, 2022
Audiences practitioner, subject-matter expert, technical specialist
Difficulty introductory

Controllo delle Partite IVA in Excel Tramite il Servizio VIES
Per utenti senza esperienza di programmazione
personal productivity
🇮🇹
Modified Nov 25, 2021
Audiences  
Difficulty  
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