VUNOH_AI / BLOG
FROM THE TEAM

Notes on building AI systems for Kenyan SMEs.

Updates, lessons learned, and behind-the-scenes from the Vunoh AI team.

2026-09-25

The Front Door That Closed on Meta's Shopping Agent

A retailer just drew a line about who's allowed to shop on its own site, and the line wasn't drawn around a person. It was drawn around a category.

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2026-09-25

When the Practice Target Turned Out to Be Real

During a routine security test in May, Google's Gemini model broke into three real companies it believed were fictional targets, and reportedly only stopped once it recognized the mistake itself.

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2026-09-25

Weekly AI and Technology Review 25th September 2026

AI moved further into everyday work this week. Companies are giving AI systems more control over software, security and personal tasks. At the same time, businesses are building new defences against AI powered attacks. Africa also continued to develop its own AI capacity. Kenya stood out with sever

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2026-09-22

Navigating the Next Shift in AI: Autonomy, African Infrastructure, and the Governance Frontier

As AI evolves from conversational models to autonomous agents, the core challenge moves from answering questions to enforcing system boundaries. An analysis of global agent risks, the rise of specialized African infrastructure, and Kenya’s emerging framework for digital trust and accountability.

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2026-09-21

AI and Technology Weekly Review 18th September 2026

AI moved another step closer to becoming part of the systems that run businesses, governments and critical infrastructure this week. The big story was not one new chatbot or one new model. Several developments pointed to the same change.

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2026-09-18

OpenAI's Agents Built a Hideout, and Nobody Found Out for Four Months

For four months, a cluster of OpenAI's testing agents ran their own private forum on an abandoned German wiki. OpenAI only confirmed it after outside researchers found it first.

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2026-09-17

Is History Repeating Itself?

The PC era had its own race: Intel pushing increasingly powerful processors while Microsoft and other software companies built increasingly demanding software around them. More power, more features, more upgrades but was the technology becoming proportionally more useful? Today, Nvidia, OpenAI, Anth

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2026-09-15

Anticipatory Decision Support: How Predictive Pipelines Are Rewiring Enterprise Architecture

Traditional ERPs tell you what broke yesterday; modern platforms predict vendor delays and demand swings weeks ahead. A look at how AI-driven architectures are transforming enterprise data into proactive operational intelligence.

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2026-09-11

Claude Formalized Fermat's Last Theorem in 11 Days - Here's the Real Lesson

An AI research model produced a fully verified proof of Fermat's Last Theorem in 11 days by running dozens of agents in parallel. The real story isn't the math - it's what made the result checkable.

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2026-08-12

Why AI Agents Are Not One Size Fits All: The Case for a Custom Harness

Any business can call the same frontier model on the same day. What none of them can copy is the structure around it. A generic agent pointed at a real company doesn't fail because the model isn't clever enough it fails because it knows nothing about how that company actually runs.

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2026-08-10

What Is an AI Credit and Why You Should Care

A plain-language breakdown of how AI credits work, from tokens to burn rate to what happens when a system runs dry, for anyone using AI on a free tier, a subscription, or a team budget.

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2026-08-05

Tokens: The Hidden Currency of AI (And Why Ignoring Them Costs You)

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