AI & Work

Practical explanations of AI tools, their limits and the work around them.

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Deepfakes · Oct 11

Deepfake Labelling Under India's IT Rules: What Platforms Must Do

Labels, metadata, blocked categories and two-hour takedowns: what the 2026 IT Rules amendment asks of platforms.

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IndiaAI Mission · Oct 10

IndiaAI Mission: GPU Access, AIKosh Datasets and Who Can Apply

Who can use IndiaAI's subsidised GPUs, what AIKosh holds, and what the ministry says it has delivered so far.

Three stages for AI governance: map data and decisions, assign human oversight, and keep records with a route for reporting harm.

AI governance · Oct 7

India's AI Governance Guidelines: What Companies Should Know

What India's AI framework recommends on risk, transparency and accountability, and what changed in 2026.

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AI tools · Sep 26

How to Check an AI Answer Against Its Sources

A practical method for testing whether a citation supports a claim, from the original document to its limits.

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Gemini · Aug 14

Gemini 3.7 Flash Arrives With Temporary Lower API Pricing

Google's latest Flash model pairs coding improvements with introductory pricing through December.

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Google Workspace · Jul 30

July Workspace Update: Google Adds Comment-Driven Editing and Decks

Gemini can turn Docs comments into proposed edits and existing files into editable slide decks.

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AI research · Jul 24

What Google's ATLAS Data Can Tell Us About AI at Work

Google's 14.7 million interactions reveal task use, with clear limits on what they say about productivity.

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Android · May 13

Google Plans Gemini Intelligence Across Android Apps

Google plans app automation, richer autofill and edited dictation for supported Android devices.

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Microsoft 365 · Mar 31

Copilot Cowork Enters Frontier With Plans for Multi-Step Office Tasks

Microsoft opens early access to multi-step office tasks and adds a second-model research review.

We examine document workflows, source verification, automation and the information shared with software. The emphasis is on understanding a task before choosing a tool, checking what an answer relies on and recognising when a person needs to review a decision. Product claims are identified as claims, with evidence linked where available.