Manifesto – Beyond Prompting

Seize the Means of Computation

2 September, 2026

Artificial intelligence will not become an organizational capability because everybody got a chatbot. It will happen when computation, data, models, infrastructure and the ability to shape them become available at every level of the operation.

Forward thinking

The Wizard of Odds: Predicting risk in the AI Wonderland

19 August, 2024

So, we are wandering down a twisting path through a land of unknowns, each step leading deeper into a world where every turn holds both promise and peril. In this quest, risks aren’t just something you stumble upon—they emerge suddenly, sometimes cloaked in subtle biases, other times flaunting their dangers…

Manifesto

Own Your AI or It Will Own You

16 June, 2024

By deeply understanding and controlling your AI systems, you ensure that they serve your interests and reflect your values. This involves mastering the architectures, rigorously managing training data, and designing user interactions that foster trust and transparency. Without this ownership, the potential for operational mishaps, bias amplification, and loss of…

Manifesto

Hidden in plain sight: Not all AI is generative AI

23 April, 2024

While generative AI models, such as OpenAI's GPT and OpenArts' Midjourney have captured public imagination, they represent just one facet of AI's broader ecosystem.

Manifesto

The Pareto Law Approach to Artificial Intelligence Implementation: Leveraging AI’s Low-Hanging Fruits in Your Organization

17 April, 2024

Implementing AI can be a daunting task. Where do you even start? The key to unlocking the full potential of artificial intelligence within your organization lies not just in choosing the right technologies

Manifesto

Instructions for training a model

11 April, 2024

Preamble Reflect on this: when you're handed an algorithm, it's not just a set of instructions or a piece of code meant to solve problems autonomously. They're entrusting you with a nascent universe, a swarm of possibilities, a chest of digital dreams. They don't just hand over an algorithm in…

Manifesto

Artificial Intelligence Agents: What Are They and Why Should I Care?

11 April, 2024

Step into the neon-lit, perpetually awake world of artificial intelligence (AI) - a place where the conversation never dies down, not because the patrons can't get enough, but because the bartenders, the AI agents, never tire. These digital concoctions, stirred and shaken by the brightest minds and the most daring…

Forward thinking

10 principles for AI design beyond prompting

23 March, 2024

Standing on the shoulders of giants: How does the pursuit of clarity in AI draw from the timeless principles of great design? Venture into a realm where the elegance of past wisdom meets the frontier of artificial intelligence.

Seize the Means of Computation

The Wizard of Odds: Predicting risk in the AI Wonderland

Own Your AI or It Will Own You

Hidden in plain sight: Not all AI is generative AI

The Pareto Law Approach to Artificial Intelligence Implementation: Leveraging AI’s Low-Hanging Fruits in Your Organization

Instructions for training a model

Artificial Intelligence Agents: What Are They and Why Should I Care?

10 principles for AI design beyond prompting

Seize the Means of Computation

Are Visual Tokens More Effective Than Text Tokens for Language Tasks?

5 reasons why GPT5 may represent the begining of the end of the Transformers Arch supercycle

Artificial Intelligence Video: Think in Workflows, Not Tools or Models

2024 AI in Review: Make it make sense