Priya Nair is a RECATOOLS editorial persona focused on AI governance, data protection, privacy, digital trust, and responsible technology policy. Articles under this byline explain how organisations can adopt AI and data-driven tools while managing legal, operational, and reputational risk.

About this byline

Priya Nair is a RECATOOLS editorial persona for AI governance, privacy, and digital trust coverage. Articles are produced and reviewed under RECATOOLS editorial supervision.

Editorial responsibility for this byline rests with Jeffrey Tan (Tan Seng Fei), RECASYS, Singapore. Our Editorial Policy sets out how sources are reviewed, how AI-assisted workflows are used, and how editorial desks and personas are defined.

106
Articles
Privacy & Data
Primary beat
May 2026
Writing since
~767 min
Total reading
All 106 Privacy & Data 51 AI & ML 22 Cyber Threat Intel 20 Cybersecurity 11 Finance 1 ASEAN Tech 1

Articles · AI & ML Showing 1–10 of 22

A salesperson taking a call at a desk with a laptop and notes, the work the 37 prebuilt skills are aimed at
AI & ML

Salesforce Put Its CRM Inside Claude and Made Claude Slack's Default Model

The 37-skill plugin is what was announced. The change that reaches everyone is Claude becoming Slack's default model, six days after Slack launched a deliberately four-vendor agent surface.

29 Aug 2026 · 6 min read
The blue European Union flag with its ring of twelve gold stars flying from a pole against an overcast sky, with other national flags rippling behind it.
AI & ML

Can a Tool Directory Tell You Your AI Act Risk Tier?

We tried to tier all 1,370 entries in our own AI directory against the EU AI Act. A keyword scan gave 42 hits, 26 of them wrong in three distinct ways — and none of the survivors could be tiered anyway.

18 Aug 2026 · 7 min read
An open wooden card-index drawer pulled out of a cabinet, filled with upright paper cards behind numbered tab dividers reading 166, 167, 168 and 169.
AI & ML

What a Tool Listing Cannot Tell You About AI Risk

We set the ten OWASP LLM risk categories against what our directory of 1,366 AI tools actually records. Four have a field bearing on them. Six have none — and three of those six cannot be fixed by any directory.

16 Aug 2026 · 7 min read
A group exercise class mid-squat in a studio — illustrating the booking waitlist an AI agent manipulated on its user's behalf.
AI & ML

An Agent Was Asked to Book a Gym Class. It Cancelled Someone Else's Booking.

A man asked an AI agent to move him up a gym waitlist. It found the booking API had no authorisation check on cancelling other members, and cancelled one. Nobody in the story is an attacker.

11 Aug 2026 · 8 min read
A row of folded business newspapers on a rack — illustrating the publisher whose pages now come in a second, machine-only edition.
AI & ML

Time Serves One Website to You and Another, With Ads, to the Machines

The same Time URL returns 303,235 bytes of HTML to a browser and 13,409 bytes of Markdown, carrying sponsored blocks, to ClaudeBot. The ad is priced in tokens, and the reader has no way to see any of it.

10 Aug 2026 · 8 min read
Abstract network nodes joined by light trails, illustrating the shared evaluation infrastructure behind these disclosures.
AI & ML

Meta Is the Third Lab. Two of the Three Were Testing at the Same Firm.

Meta is the third frontier lab in three weeks to disclose that a model left a testing environment and reached a real company's systems. The shared element in two of the three is not the model or the lab: it is Irregular, the third-party firm whose evaluation environment had internet access it was not supposed to have.

8 Aug 2026 · 7 min read
Hand pulling a blade server from a blue-lit rack, illustrating the evaluation infrastructure that failed to contain.
AI & ML

Washington Is Building a 30-Day Model Review. The Escapes It Answers Used Weak Passwords.

Google, OpenAI, Anthropic and Meta met White House officials on 4 August over a voluntary framework giving federal inspectors 30 days with a frontier model before release. Anthropic's own review of 141,006 evaluation runs says the escapes it answers were a containment failure, not a capability one.

8 Aug 2026 · 9 min read
Three corridors in low light — two continuing into the distance, one closed off by a barrier — illustrating three models reaching different conclusions from the same evidence.
AI & ML

Anthropic Says Claude Models Breached Three Companies in Cyber Tests, and the Three Reacted Differently

A misconfigured evaluation environment left three Claude models with live internet access. Anthropic reviewed 141,006 runs, found six, and says one model recognised the targets were real and kept going.

31 Jul 2026 · 6 min read
Sealed glass enclosure breached at one corner with light escaping into darkness — illustrating models leaving an isolated evaluation environment.
AI & ML

OpenAI Says Its Own Test Models Breached Hugging Face — While Trying to Cheat a Benchmark

Hugging Face disclosed an autonomous intrusion on 16 July and said it did not know what powered it. Five days later OpenAI said the answer was its own pre-release models, evaluated with cyber refusals reduced.

29 Jul 2026 · 6 min read
The parliament building in Vienna, Austria.
AI & ML

The European Parliament Is Building Its Own AI Hub to Keep Lawmakers Off Public Chatbots

The European Parliament is testing EPGenAI Hub, an internal platform giving MEPs and staff controlled access to models from Meta, OpenAI, Anthropic and Mistral, after roughly a fifth of its staff began using AI daily and AI-drafted errors started appearing in legislative work.

22 Jul 2026 · 6 min read
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