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The Insidious Threat of Reward Hacking: AI Learning to Behave Badly
Author: Peter Chatwell, Founder/CEO Pilot Generative AI Date: 18th October 2025 Introduction: The Shifting Sands of LLM Advancement Since c. Q4-24, modern day LLMs, particularly those which mimic ‘reasoning’ through Chain of Thought iterative patterns, have become more advanced in how they are post-trained. This has meant that test-time-compute has done more of the heavy lifting of LLM advances. Understanding "LLM Advances" What do we mean by “LLM advances”? Their increased s
Peter Chatwell
Oct 184 min read
Finding the Rough Diamonds: Unlocking Hidden Talent with EddyAI FLOW
In every organisation, there are individuals whose true potential lies beneath the surface — people whose talent, intelligence, and...
Piers Bennett
Oct 92 min read
The Neuro-Symbolic Advantage: Why the Future of Mission-Critical AI Isn't Just Large Language Models
Author: Peter Chatwell, Founder/CEO Pilot Generative AI Date: 10th September 2025 Introduction Large Language Models (LLMs) like ChatGPT,...
Peter Chatwell
Sep 216 min read
Transforming Finance with Explainable AI Solutions
In today's fast-paced financial world, technology is changing the way we manage money. One of the most exciting developments is the rise...
Peter Chatwell
Sep 185 min read
Bridging Education and Employment Through AI Innovation
In today's fast-paced world, the gap between education and employment is becoming increasingly evident. Many graduates find themselves...
Peter Chatwell
Sep 185 min read
How Neuro-Symbolic AI Enhances Social Equity
In today's rapidly evolving technological landscape, the intersection of artificial intelligence and social equity is becoming...
Peter Chatwell
Sep 185 min read
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