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Geopolitics & Defence
Reporting and analysis on international relations, security and defence.
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When the world curves, bend the line
Polynomial regression, explained without the noise. Machine learning, simply · 04 Continue reading on Medium »
“What If I Sound Stupid?” — I Once Cried Over a 3-Minute Phone Call
Why grown adults with real jobs still freeze up over a foreign “hello” Continue reading on Thoughts & Reflections »
Building Knowledge Infrastructure for Southern Chile
What I’m learning while building a provenance-aware knowledge system with RAG, structured data, and AI agents for Southern Chile. Continue reading on Medium »
Ghana Monitors Nana Akua Addo’s Children
Ghana’s Gender Ministry will deploy welfare officers to monitor Nana Akua Addo’s children as police pursue a domestic violence case.
I Tested 5 Free AI Tools That Save Me 3 Hours Daily
I was wasting 6 hours daily. Now I work only 2 hours. Continue reading on Medium »
How Large Language Models Work, End to End
From raw internet text to a chat reply: every stage of a large language model, with the math behind it. Continue reading on Medium »
Anthropic is misleading us...?
How cheaper models cost you more every time. Continue reading on Level Up Coding »
The AI Sales Coaching Loop: How Sales Leaders Use AI to Coach, Forecast and Hire Better
Most sales teams bought AI tools. Very few built an AI system. Here’s the six-stage loop I use to turn AI into a coach that never sleeps… Continue reading on Medium »
The Big Business of AI Certifications
Credentials are not the same as knowledge. Continue reading on Write A Catalyst »
How System One Model’s Jev and Clef Makes a Decision Without Writing a Token
A walk through the open weights: a Qwen backbone, a joint schema head, and what 100 real support tickets showed when I put Clef next to… Continue reading on Write A Catalyst »
Trump Blames Zelensky for Stalled Peace Talks After Russian Attack Kills at Least 20
On Saturday, less than a day after President Trump announced a deal to buy Russian diesel, a Russian attack in Zaporizhzhia, Ukraine, killed at least 20 people, including children, officials said.
7 Social Media Schedulers So Good, They Feel Illegal in 2026
One post, every platform: the schedulers that make it happen Continue reading on Write A Catalyst »
ATTACK-Analyst: Fine-Tuning Made a 3B Model Sound Right. RAG Made It Right
A confident answer, and a wrong one Continue reading on Medium »
Novelty Without Memory Is Not Experience: A Simulated World
Progress in artificial intelligence gives many people hope that it will lead to consciousness in AI. My theory of subjecthood asks a… Continue reading on Medium »
I Built an Agent Harness for the Most Boring Job in Baseball. It Runs While I Sleep
MLB changes its data without telling anyone. I built a team of AI agents to notice, and mostly typed “yes”. Continue reading on Medium »
‘Time for Ukraine to get a new president’, says Trump
The US president's said President Volodymyr Zelensky "wants to make problems for the world".
AI Agent Design Patterns: A Field Guide
11 Oct 2026 Continue reading on Medium »
Deals don’t die from “no.” They die in silence
Most deals aren’t lost on the call. They’re lost in the days after it. Here’s the four-touch follow-up system I train AI to run. Continue reading on Medium »
Why Do We Trust AI So Easily?
The psychology behind believing in a machine Continue reading on Write A Catalyst »
Eli Introduces KitKaT
A new friend who is neither human nor capable of speaking Continue reading on Medium »
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