An organisation that cannot remember what it decided, or why, is condemned to decide the same things over and over again, each time believing it is the first.
Category: Artificial Intelligence
Small LLM Performance Benchmark – Research Report
This report presents the results of a systematic evaluation of 22 quantized open-source language models across description generation tasks, measuring quality, JSON reliability, and inference efficiency.
The Planning Tax: Why Your AI Agent Feature Might Be Your Worst Investment
Your best feature may be destroying your margins, and your engineering team has no idea. This article isn’t about AI as a productivity tool. It’s about AI as a cost structure, embedded in your product, triggered by your users, and scaling with your revenue. The AI agents embedded in your product are generating a […]
The Illusion of Knowing: How Generative AI Buries Mistakes in a Mountain of Confidence
“The information you never see is, by definition, the information you cannot evaluate. And when the machine decides what is relevant on your behalf, the missing piece becomes the needle in a haystack you did not even know existed.” The Seductive Logic of the Machine “Something quiet and consequential is happening to […]
The AI Efficiency Trap: Why Architecture Matters More Than Token Windows
The marketing narrative for 2025/2026 is seductive: models offer context windows of 1 million to 10 million tokens. The implication is that you can simply “paste your entire codebase” into the prompt and the AI will reason perfectly across it. The Reality This is operationally false and financially dangerous. Current research identifies a phenomenon known […]
The Shift to Business-to-Agent (B2A) Commerce: Why Your Product Descriptions Are Now Your Most Critical Sales Asset
Research Report, March 2026 | AscentCore This research was conducted by AscentCore using a controlled simulation framework that tests AI agent purchasing behavior across competitive marketplaces. For methodology details, replication data, or to run this experiment on your own product category, contact the authors. 1. The Problem: Your Next Customer Isn’t Human For decades, […]
Why LLMs Can’t Optimize Your Business (But They Can Help You Do It)
Seating 10 people at a dinner table has 3.6 million combinations. If your business is leaving 10% on the table, you aren’t just losing efficiency, you’re missing the kind of gains that translate directly into millions in profit. You are in the right place to fix that. If your business needs are to […]
Hyperautomation: The Next Frontier in Digital Transformation
In today’s digital-first economy, speed, efficiency, and intelligence are no longer just competitive advantages, they are survival imperatives. Organizations across industries are under constant pressure to innovate faster, deliver better customer experiences, and adapt to rapidly shifting market dynamics. This is where hyperautomation comes into play. According to Gartner, hyperautomation is a priority for […]
AI-Powered Personalization in Content Experience & Media
In the age of digital overload, content is everywhere and attention is scarce. For the media industry, the challenge is no longer just creating compelling stories, but ensuring those stories reach the right audience at the right time. This is where Artificial Intelligence (AI) is rewriting the rules of engagement. AI-powered personalization is transforming the way […]
Artificial General Intelligence (AGI): The Dawn of a New Era
What is AGI? Artificial General Intelligence, or AGI, refers to a type of AI that possesses the ability to understand, learn, and apply knowledge across a wide range of tasks, mimicking the general cognitive abilities of humans. Unlike narrow AI, which is designed for specific purposes, AGI would be versatile. It could switch from […]