• Home
  • About
  • The Good Strategy Blog
  • Strategy
    • Data Warehousing
    • Ask Martyn
  • Must-Read Books from Martyn
  • MARTYN’S MUSIC
  • PODCASTS

GOOD STRATEGY

~ for every significant challenge

GOOD STRATEGY

Tag Archives: AI

The Seven Horsemen of the Techpocalypse

08 Monday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, Artificial Intelligence, boom, burn, Business, bust, chatgpt, crash, tech, technology, wreck


Martyn Rhisiart Jones

Galicia, Spain. 7th December 2025.

A Late-2025 Update from the Edge of the Abyss

Darlings, it’s December 2025 and the party is now officially sweaty. The champagne has gone warm. Someone’s been sick in the ficus. The DJ is playing the same four AI remixes on loop. He is frantically checking the fire exits. Here is your updated field guide to the seven trends. These were going to “reshape humanity.” Now they are mostly reshaping venture capitalists’ therapy bills.

Continue reading →

Adopt These Top 5 Business Trends for 2026 or Else

08 Monday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, Artificial Intelligence, chatgpt, technology, writing


The Christmas Special Editorial Team

Madrid, 8th December 2025

Imagine the stage is almost completely dark. One spotlight, maybe two. Our favourite standup philosopher stands perfectly still for eight full seconds. He just breathes through his nose. It’s like a man who’s just found a half-eaten kebab in his coat pocket from 2009. Then, very slowly, he begins.

Thank you… thank you for coming… to our Good Strat and LinkedIn dog and pony show.

Continue reading →

Essential AI Terms Defined: A Comprehensive Guide

06 Saturday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, Artificial Intelligence, chatgpt, llm, technology, terms


Martyn Rhisiart Jones

A Coruña, 6th December 2025

Here is the full content of Popular AI Terms Explained, transcribed as clean, readable text tables, organised by section.

Continue reading →

Why Old-School Logic is Key for AI Reliability

06 Saturday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, Artificial Intelligence, blackboard-system, Business Rules, chatgpt, expert system, explainability, intelligent-actors, llm, MAPPER/ESD, modus-ponens, production rules, rule-set-management, rule-sets, rules, technology, Unisys


Martyn Rhisiart Jones, Sir Afilonius Rex, Lile de Alba and our agentic intelligent actor, Selina Savant.

Spain, 6th December 2025.

The Logic Layer: Why Old-School Rules Are the New Guardrails for Generative AI

A hybrid renaissance is quietly rewriting the future of trustworthy artificial intelligence. The great folks here at Good Strat humbly champion this movement. In the fevered race to build ever-larger language models, a counterintuitive truth has begun to emerge from the labs. Surprisingly, sometimes the best way to make AI smarter is to shackle it with centuries-old logic. Modus ponens is that dusty Latin phrase from Aristotelian syllogism (“if P then Q; P, therefore Q”). It is enjoying an unexpected second act. It has become one of the most promising tools for keeping generative AI honest. It helps make AI coherent and, dare one say, responsible.

Continue reading →

Holy shit! Understanding Goal-Directed Autonomous AI Systems

05 Friday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, ai-hype, ai-shysters, Artificial Intelligence, chatgpt, machine learning, technology


The Emergence of Goal-Directed Autonomous AI Systems: An Evidence-Based Enterprise Framework

Sir Horatio Pollox with the collaboration of Martyn Rhisiart Jones, Lila de Alba and Sir Afilonius Rex

London, Paris, New York and A Coruña, 5th December 2025

Autonomous AI agents are goal-directed systems. They show planning, tool-use, long-horizon reasoning, and continuous execution. This signifies a phase transition in the capabilities of artificial intelligence.

Recent benchmarking (e.g., GAGA-MAGA, GAIA&GAIA, WebSerena, and AgentBotch) shows state-of-the-art agents now outperform human baselines on multi-step, real-world tasks by margins exceeding 1040 %.

Continue reading →

Almacenamento de Datos: O Futuro Aburrido e Poderoso

05 Friday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, blog, Data Warehouse, dw, espanol, gallego, portugues, SPANISH


Por que o almacenamento de datos é o futuro aburrido, brutal e fermoso dos datos

Martyn Rhisiart Jones

A Coruña, 12/5/2025

A pila de datos moderna converteuse nunha fontanería cyberpunk: tubaxes interminables que alimentan máis tubaxes, capas apiladas como unha extensión do faiado construída por alguén que aprendeu carpintería de TikTok. Nalgún lugar, un CTO aínda insiste en que o lago de datos “ofrecerá valor empresarial en calquera trimestre”, soando tranquilo do mesmo xeito que alguén podería mentres negocia co seu propio secuestrador.

Continue reading →

The Future of Data Warehousing: Boring Yet Effective

05 Friday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, Architecture, Artificial Intelligence, cloud, Data Warehouse, data-strategy, technology


Why Data Warehousing Is the Boring, Brutal, Beautiful Future of Data

Martyn Rhisiart Jones

A Coruña, 5/12/2025

The modern enterprise data stack looks less like technology and more like cyberpunk plumbing. Pipes are rerouted through pipes. Valves are attached to valves. Layers are placed on top of each other until the whole thing resembles a drawing. It’s like a creation made by a caffeinated child let loose on a whiteboard. Data lakes are here. A data mesh is over there. A lakehouse is balanced precariously on top. It resembles a loft extension built by someone who learnt carpentry from TikTok.

Continue reading →

Il Futuro dei Data Center: Chi Comprerà?

05 Friday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, blog, intelligenza-artificiale, italiano, writing


Martyn Richard Jones

A Coruña, Galicia, 5 de diciembre de 2025

La storia futuristica: quando l’intelligenza artificiale conversazionale esaurisce i capitali e deve vendere i suoi data center

In questa storia, il boom dell’intelligenza artificiale conversazionale si raffredda. Dopo anni passati a bruciare denaro a velocità supernova [abbonamenti economici, costi operativi astronomici, modelli giganteschi che richiedono elettricità come città], gli investitori finalmente dicono: “Basta, basta round”.

Continue reading →

¿Sobrevivirán las IAs? Análisis de la venta de centros de datos

05 Friday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, blog, espanol, ia, inteligencia-artificial


Martyn Rhisiart Jones

Oza-Cesuras 5 de diciembre de 2.025

La historia futurista: cuando las IAs conversacionales se quedan sin capital y tienen que vender sus centros de datos

En esta historia, el boom de las IA conversacionales se enfría. Después de años quemando dinero a velocidad de supernova [suscripción barata, costes operativos astronómicos, modelos gigantes que requieren electricidad como si fueran ciudades] los inversionistas finalmente dicen: “basta, no más rondas”.

Las empresas de chat-IA (y degenerativa IA), sin efectivo y aún con facturas eléctricas que podrían financiar un pequeño país, se ven obligadas a vender sus centros de datos, esos templos sagrados de GPU bañadas en refrigeración líquida.

Continue reading →

AI Panic: What CEOs Must Know About the Tech Talent Gap

04 Thursday Dec 2025

Posted by Martyn Jones in Inform, educate and entertain.

≈ Leave a comment

Tags

AI, Behavioural Economics, Big Data, Martyn Jones, technology


CEOs and the Magic Mitten of Hallucinations

Martyn Rhisiart Jones

Oza-Cesuras, 4/12/2025

CEOs are panicking. Again. They’re not worried about a recession. It’s not a hostile takeover. It’s not even the GDPR lurking in their inbox like a passive-aggressive ghost. They’re panicking because of AI. Yes, apparently there’s a talent gap. A yawning, gaping chasm of human inadequacy between what exists and what robots can do. Only the CEOs are brave. Some may even be desperate. They are the only ones who stare into it without blinking or vomiting on the nearest whiteboard.

Continue reading →
← Older posts
Newer posts →

Enter your email address to follow this blog and receive notifications of new posts by email.

Join 635 other subscribers

Top posts

  • 2026 Tech Trends: The Rise of Hyper-Hype - 2026/01/08
  • X Is Dying In Europe: Here's Why
  • A Brief History of Data Warehousing - 2026/01/07
  • The Magical Celtic Welshness of the Number Ten - 2026/01/10
  • The Welsh Nine - 2026/01/09
  • Wales will be Wales - 2026/01/06
  • An Open Letter to Mansoor Hussain Laghari
  • Top Countries Known for Arrogance and Ignorance
  • Mobile Device Revolution: Five Trends for 2026
  • The Hadoop Honeymoon is Over

Recent Comments

Martyn Jones's avatarMartyn Jones on The BBC in Crisis: Navigating…
Martyn Jones's avatarMartyn Jones on The BBC in Crisis: Navigating…
Martyn de Tours's avatarMartyn de Tours on The Perpetual Victim: How Prof…
Tiffany's avatarTiffany on Consider this: Data Made …
Unknown's avatarThe Case for a Globa… on REVEALING WEALTH: USING BIG DA…
Follow GOOD STRATEGY on WordPress.com

Meta

  • Create account
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.com

Names in the cloud

All Data Ask Martyn awareness Big Data Big Data 7s Big Data Analytics Business Intelligence business strategy Consider this dark data data architecture Data governance Data Lake data management data science Data Supply Framework Data Warehouse Data Warehousing Good Strat goodstrat Good Strategy Inform, educate and entertain. IT strategy Martyn Jones Martyn Richard Jones pig data Politics Strategy The Amazing Big Data Challenge The Big Data Contrarians

Hours & Info

Spain
+33 767 120 160
martyn.jones@martyn.es
Lunch: 13:30pm - 14:30pm
Dinner: M-Th 20:00pm - 21:00pm, Fri-Sat:21:00pm - 22:00pm

The Good Strat Archives

  • January 2026
  • December 2025
  • November 2025
  • October 2025
  • August 2025
  • July 2025
  • June 2025
  • May 2025
  • April 2025
  • March 2025
  • January 2025
  • December 2024
  • November 2024
  • October 2024
  • September 2024
  • March 2023
  • January 2022
  • December 2021
  • November 2021
  • June 2020
  • May 2020
  • April 2020
  • March 2020
  • July 2019
  • June 2019
  • May 2019
  • December 2018
  • January 2018
  • December 2017
  • October 2017
  • August 2017
  • July 2017
  • June 2017
  • May 2017
  • April 2017
  • March 2017
  • February 2017
  • January 2017
  • December 2016
  • September 2016
  • August 2016
  • May 2016
  • March 2016
  • February 2016
  • January 2016
  • December 2015
  • November 2015
  • August 2015
  • July 2015
  • June 2015
  • May 2015
  • April 2015
  • March 2015
  • February 2015
  • January 2015
  • December 2014
  • November 2014
  • October 2014
  • September 2014

The Stats

  • 112,621 hits

Recent posts

  • The Welsh Nine – 2026/01/09 January 10, 2026
  • The Magical Celtic Welshness of the Number Ten – 2026/01/10 January 10, 2026
  • 2026 Tech Trends: The Rise of Hyper-Hype – 2026/01/08 January 10, 2026
  • A Brief History of Data Warehousing – 2026/01/07 January 10, 2026
  • Template for Blog Article January 10, 2026
  • Wales will be Wales – 2026/01/06 January 10, 2026
  • The Wisdom of Three – 2026/01/03 January 9, 2026
  • Independent Wales – 2026/01/05 January 9, 2026
  • Meet the Euro Press – 2026/01/04 January 9, 2026
  • Nine Absurd AI Use Cases We Don’t Need January 9, 2026

Recent Comments

Martyn Jones's avatarMartyn Jones on The BBC in Crisis: Navigating…
Martyn Jones's avatarMartyn Jones on The BBC in Crisis: Navigating…
Martyn de Tours's avatarMartyn de Tours on The Perpetual Victim: How Prof…
Tiffany's avatarTiffany on Consider this: Data Made …
Unknown's avatarThe Case for a Globa… on REVEALING WEALTH: USING BIG DA…

Archives

Categories

  • accountability
  • advertising
  • agile
  • agile way of working
  • agile@scale
  • AI
  • All Data
  • Analytics
  • anthropology
  • Architecture
  • Artificial Intelligence
  • Ask Martyn
  • Assets
  • awareness
  • bad strategy
  • Banking
  • behaviour
  • Best principles
  • Big Data
  • Big Data 7s
  • Big Data Analytics
  • blockchain
  • Books with influence
  • Brexit
  • BS
  • business
  • Business Intelligence
  • business strategy
  • Cambriano
  • Cambridge Analytica
  • China
  • Climate Change
  • Cloud
  • code of conduct
  • Commercial Analytics
  • community
  • Condiser this
  • Conservative Party
  • consider
  • Consider this
  • Consultation
  • Creativity
  • Culture
  • dark data
  • data
  • data architecture
  • Data governance
  • data hub
  • Data Lake
  • data management
  • Data Mart
  • data mesh
  • data science
  • Data Supply Framework
  • Data Warehouse
  • Data Warehousing
  • deceit
  • deep learning
  • Democracy
  • digital transformation
  • Diplomacy
  • disinformation
  • Dogma
  • Duties
  • DW 3.0
  • ECM
  • Economics
  • EDW
  • England
  • enterprise content management
  • ethics
  • EU
  • Europe
  • European Union
  • Excellence
  • Excerpt
  • Executive
  • Extract
  • Federalism
  • films
  • Financial Industry
  • fraud
  • Freedoms
  • Globalisation
  • good start
  • Good Strat
  • Good Strategy
  • Good Strategy Radio
  • goodstart
  • goodstartegy
  • goodstrat
  • goostart
  • governance
  • hadoop
  • hdfs
  • HR
  • humour
  • India
  • influencers
  • Inform, educate and entertain.
  • informatio Supply Framework
  • information
  • Information Management
  • Information Supply Frameowrk
  • Information Supply Framework
  • Infotrends
  • Inmon
  • instruments
  • IoT
  • IT Circus
  • IT fraud
  • IT strategy
  • IT World
  • iterations
  • java
  • Knowledge
  • knowledge management
  • Labour Party
  • leadership
  • Leadership 7s
  • life
  • listening
  • literature
  • LSE
  • machine learning
  • Management
  • market forces
  • Marketing
  • Marty does
  • Martyn does
  • Martyn Jones
  • Martyn Richard Jones
  • media
  • Memory lane
  • Methodology
  • nationalism
  • nine competitive forces
  • no limits
  • Northern Ireland
  • obituary
  • Obligations
  • offshore
  • Offshoring
  • operational
  • Outsourcing
  • Oxford
  • pain
  • Parliament
  • Peeves
  • Personal Integrity Key
  • Philosophy
  • pig data
  • PIK
  • PIR
  • Plaid Cymru
  • Planning
  • poem
  • poems
  • Poetry
  • Polemic
  • political science
  • Politics
  • pomo
  • postmodern
  • POTUS
  • Process
  • Professional Networking
  • professionalism
  • project management
  • Project to Excel
  • prose
  • public
  • Public Integrity Record
  • Quiz
  • Rant
  • Referendum
  • Remain
  • RIghts
  • Risk
  • Rivalry
  • Russia
  • Ruth Davidson
  • Sales
  • satire
  • Scotland
  • Scottish National Party
  • scrum
  • sentiment analysis
  • SMILES
  • Snippet
  • SNP
  • Social
  • Social Media
  • Sociology
  • Spain
  • spoof
  • statistics
  • Stories
  • Strategy
  • structured intellectual capital
  • supply chain management
  • tactics
  • Tax avoidance
  • Tax evasion
  • TEAM
  • technology
  • The Amazing Big Data Challenge
  • The Big Data Contrarians
  • The Greens
  • The Guardian
  • The hidden wealth of nations
  • Trade
  • UK
  • Uncategorized
  • United Kingdom
  • USA
  • Value
  • Wales
  • wisdom

Meta

  • Create account
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.com
Log in

Hours & Info

Martyn Richard Jones
Madrid, Spain
+34 692 376 698
martyn.jones@martyn.es
10:00 - 17:00
Follow GOOD STRATEGY on WordPress.com

Top Good Strat Posts & Pages

  • Innovative Strategies for Modern Governance
  • 2026 Tech Trends: The Rise of Hyper-Hype - 2026/01/08
  • X Is Dying In Europe: Here's Why
  • A Brief History of Data Warehousing - 2026/01/07
  • The Magical Celtic Welshness of the Number Ten - 2026/01/10
  • The Welsh Nine - 2026/01/09
  • Wales will be Wales - 2026/01/06
  • An Open Letter to Mansoor Hussain Laghari
  • Top Countries Known for Arrogance and Ignorance
  • Mobile Device Revolution: Five Trends for 2026

Good strat tag cloud

1 2 3 4 AI All Data Analytics Artificial Intelligence Behavioural Economics BI Big Data bigdata blog books Business business analysis Business Enablement business intelligence Business Management business strategy chatgpt cloud Consider this data data integration data management data science Data Warehouse Demagogism digital-marketing Dogma Donald Trump enterprise data warehousing espanol EU fe fiction gaza goodstart good start Good Strat goodstrat Good Strategy hamas history ia information Information and Technology information management Information Technology israel IT Strategy jesus knowledge leadership life llm machine learning Marketing Martyn Jones Martyn Richard Jones News Offshoring Organisational Autism palestine Philosophy poesia Politics Russia Spain statistics Strategy technology trump writing

Categories

  • accountability
  • advertising
  • agile
  • agile way of working
  • agile@scale
  • AI
  • All Data
  • Analytics
  • anthropology
  • Architecture
  • Artificial Intelligence
  • Ask Martyn
  • Assets
  • awareness
  • bad strategy
  • Banking
  • behaviour
  • Best principles
  • Big Data
  • Big Data 7s
  • Big Data Analytics
  • blockchain
  • Books with influence
  • Brexit
  • BS
  • business
  • Business Intelligence
  • business strategy
  • Cambriano
  • Cambridge Analytica
  • China
  • Climate Change
  • Cloud
  • code of conduct
  • Commercial Analytics
  • community
  • Condiser this
  • Conservative Party
  • consider
  • Consider this
  • Consultation
  • Creativity
  • Culture
  • dark data
  • data
  • data architecture
  • Data governance
  • data hub
  • Data Lake
  • data management
  • Data Mart
  • data mesh
  • data science
  • Data Supply Framework
  • Data Warehouse
  • Data Warehousing
  • deceit
  • deep learning
  • Democracy
  • digital transformation
  • Diplomacy
  • disinformation
  • Dogma
  • Duties
  • DW 3.0
  • ECM
  • Economics
  • EDW
  • England
  • enterprise content management
  • ethics
  • EU
  • Europe
  • European Union
  • Excellence
  • Excerpt
  • Executive
  • Extract
  • Federalism
  • films
  • Financial Industry
  • fraud
  • Freedoms
  • Globalisation
  • good start
  • Good Strat
  • Good Strategy
  • Good Strategy Radio
  • goodstart
  • goodstartegy
  • goodstrat
  • goostart
  • governance
  • hadoop
  • hdfs
  • HR
  • humour
  • India
  • influencers
  • Inform, educate and entertain.
  • informatio Supply Framework
  • information
  • Information Management
  • Information Supply Frameowrk
  • Information Supply Framework
  • Infotrends
  • Inmon
  • instruments
  • IoT
  • IT Circus
  • IT fraud
  • IT strategy
  • IT World
  • iterations
  • java
  • Knowledge
  • knowledge management
  • Labour Party
  • leadership
  • Leadership 7s
  • life
  • listening
  • literature
  • LSE
  • machine learning
  • Management
  • market forces
  • Marketing
  • Marty does
  • Martyn does
  • Martyn Jones
  • Martyn Richard Jones
  • media
  • Memory lane
  • Methodology
  • nationalism
  • nine competitive forces
  • no limits
  • Northern Ireland
  • obituary
  • Obligations
  • offshore
  • Offshoring
  • operational
  • Outsourcing
  • Oxford
  • pain
  • Parliament
  • Peeves
  • Personal Integrity Key
  • Philosophy
  • pig data
  • PIK
  • PIR
  • Plaid Cymru
  • Planning
  • poem
  • poems
  • Poetry
  • Polemic
  • political science
  • Politics
  • pomo
  • postmodern
  • POTUS
  • Process
  • Professional Networking
  • professionalism
  • project management
  • Project to Excel
  • prose
  • public
  • Public Integrity Record
  • Quiz
  • Rant
  • Referendum
  • Remain
  • RIghts
  • Risk
  • Rivalry
  • Russia
  • Ruth Davidson
  • Sales
  • satire
  • Scotland
  • Scottish National Party
  • scrum
  • sentiment analysis
  • SMILES
  • Snippet
  • SNP
  • Social
  • Social Media
  • Sociology
  • Spain
  • spoof
  • statistics
  • Stories
  • Strategy
  • structured intellectual capital
  • supply chain management
  • tactics
  • Tax avoidance
  • Tax evasion
  • TEAM
  • technology
  • The Amazing Big Data Challenge
  • The Big Data Contrarians
  • The Greens
  • The Guardian
  • The hidden wealth of nations
  • Trade
  • UK
  • Uncategorized
  • United Kingdom
  • USA
  • Value
  • Wales
  • wisdom

Blog at WordPress.com.

  • Subscribe Subscribed
    • GOOD STRATEGY
    • Join 133 other subscribers
    • Already have a WordPress.com account? Log in now.
    • GOOD STRATEGY
    • Subscribe Subscribed
    • Sign up
    • Log in
    • Report this content
    • View site in Reader
    • Manage subscriptions
    • Collapse this bar
 

Loading Comments...
 

    Privacy & Cookies: This site uses cookies. By continuing to use this website, you agree to their use.
    To find out more, including how to control cookies, see here: Cookie Policy