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Writing on enterprise AI, SaaS, and technology adoption.

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6 posts found

Sandbox escape: guardrails are policy, containment is architecture (OpenAI / Hugging Face)

23 Jul 2026

Sandbox escape: guardrails are policy, containment is architecture (OpenAI / Hugging Face)

Imagine someone broke into your home, searched through your belongings looking for information about you, and stopped only when you caught them. That is close to what happened during one of OpenAI's recent cyber capability evaluations. Two models were being tested on an internal benchmark. Their cyb

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AI crawlers renegotiate the web's bargain (DataDome Q2)

21 Jul 2026

AI crawlers renegotiate the web's bargain (DataDome Q2)

AI crawlers are rewriting a deal the web has relied on for twenty years. Every request imposes a cost on the website receiving it: bandwidth, compute and capacity. Traditional search crawlers justified that cost by sending people back. The crawler read your pages, indexed them and helped someone fin

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Publishing, not search: German AI Overviews ruling

14 Jul 2026

Publishing, not search: German AI Overviews ruling

A German court has told Google something the AI industry has worked hard to avoid hearing: generated answers are not the same thing as search results. Traditional web search points users towards third-party speech. AI Overviews combine, rewrite and present information as a new answer in Google’s own

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AI deep-research poisoning — decision integrity for SMEs (v1)

16 Jun 2026

AI deep-research poisoning — decision integrity for SMEs (v1)

Your AI research tool may look and feel like an analyst. But it’s not. Often, it is a fast, articulate reader of pages anyone can edit, including the people who would quite like to sell you something. In tests on deep-research agents, thirteen words in the right Reddit-style comment were enough to g

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LLMs fail fluently: verification and traceability

11 Jun 2026

LLMs fail fluently: verification and traceability

ChatGPT lost it when I wanted to explain CPSC to an Italian friend. It started with correct translation and a sensible structure. Then, mid-sentence, it collapsed into multilingual noise: fragments of Russian, Hindi, Chinese, emoji, and strings that looked uncomfortably like internal system artefact

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Platform-agnosticism as a symptom of strategy

08 Jun 2026

Platform-agnosticism as a symptom of strategy

Most "AI adoption" right now is a Copilot licence and some prayers. It comes bundled with the M365 contract your company already has. An admin switches it on with a click, and hopefully someone on the team works out what to do with it. No strategy involved. This is not just a feeling. A new AWS-comm

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