beyond – 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.

Sin categoría

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

22 October, 2025

It's on the news: we've a new DeepSeek moment. A bit less fancy, maybe, but quite a breakthrough that may redefine LLMs. In it's most recent paper, the whale presents DeepSeek-OCR, a powerful new OCR (Optical Character Recognition) model. While its OCR capabilities are impressive, the real intrigue for us…

LLM

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

30 August, 2025

Transformers won the last seven years. GPT-5 may mark the moment they stop being the architecture—and become one of several cooperating parts in a broader reasoning stack.

Sin categoría

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

14 March, 2025

When businesses approach AI-powered video creation and analysis, the tendency is often to dive head-first into exploring the latest models, flashy tools, or platforms promising instant results. Yet, the most effective way to harness the potential of AI in video applications is not by chasing technology alone, but by focusing…

Sin categoría

2024 AI in Review: Make it make sense

4 January, 2025

At the start of 2024, the AI industry was buzzing with optimism. The explosive growth of 2023 had pushed boundaries and brought an unprecedented wave of tools, innovations, and excitement. There were a few clouds on the horizon—questions about sustainability, rights, and regulation—but they felt distant, overshadowed by the sheer…

Sin categoría

The Shadowed Reality of AI in Modern Business

4 January, 2025

Running a modern company using AI tools that are not fully understood has become increasingly common in today’s business landscape. At first glance, this approach seems practical and even forward-thinking. However, deeper examination reveals a striking parallel with an ancient philosophical tale: Plato’s allegory of the cave. In this story,…

LLM

LLMs Are Cool, but Small Language Models Are Hot

12 October, 2024

The world of artificial intelligence has seen a boom recently, and at the forefront of this revolution are Large Language Models (LLMs). These models, ranging from open architectures suchs as Llama to hybrid or paid-per-token as OpenAI GPT, have captivated the imagination of the public and industry alike with their…

Forward thinking

To Disrupt or Be Disrupted: Relevant Insights on How Generative AI Is Steering the Future

9 September, 2024

The IBM Institute for Business Value’s comprehensive report, "Disruption by Design: Evolving Experiences in the Age of Generative AI," provides a critical analysis of how generative AI is fundamentally altering the landscape of design and experience creation. This report delves into the transformative effects of AI in design, presenting a…

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…

LLM

Should I Code or Should I Prompt? Navigating the Dilemma in AI Development

2 August, 2024

In the rapidly evolving landscape of artificial intelligence, developers and technologists often find themselves at a pivotal crossroads. The decision to delve deeper into coding custom solutions or to harness the broad capabilities of language models through effective prompting is more than just a technical choice—it shapes the trajectory of…

Author: beyond