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Tech Business & Startups·EXPLAINER·01 / 05

Nilekani-Backed F2A Closes ₹3,000 Crore for Growth-Stage AI and Deep Tech Fund, Raises Cap to ₹3,500 Crore

Nandan Nilekani-anchored Fundamentum Frontier Advisors has closed ₹3,000 crore for India’s largest dedicated growth-stage AI and deep tech fund, raising the hard cap to ₹3,500 crore on strong demand. The fund will back 12–15 companies with ₹100–200 crore cheques, focusing on deep tech infrastructure, digital consumer AI, and enterprise applications.

By Gaurav·Founder & Principal Analyst·Oct 13, 2026·10 min read
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tech-business

Nilekani-Backed F2A Closes ₹3,000 Crore for Growth-Stage AI and Deep Tech Fund, Raises Cap to ₹3,500 Crore

Nandan Nilekani-anchored Fundamentum Frontier Advisors has closed ₹3,000 crore for India’s largest dedicated growth-stage AI and deep tech fund, raising the hard cap to ₹3,500 crore on strong demand. The fund will back 12–15 companies with ₹100–200 crore cheques, focusing on deep tech infrastructure, digital consumer AI, and enterprise applications.

Gaurav · Oct 13, 2026 · 10 min read
ai-future-work

Mistral Large 4 Has 1 Trillion Parameters. The More Important Number Is 49 Billion

Mistral Large 4 is not simply another bigger AI model. Its significance lies in what Mistral is trying to prove about how frontier AI should be built, deployed and controlled.

Gaurav · Oct 6, 2026 · 6 min read
smart-tech

How to Use AI as a Tutor, Not a Cheat Sheet: A Study Workflow That Works

The same AI that doubled learning gains in a Harvard physics course left high school maths students scoring worse than classmates who never used it. The difference wasn't the model. It was the habit.

Gaurav · Sep 27, 2026 · 19 min read
future-living

Smart Glasses Bans, Explained: Who Is Saying No, Why, and What It Means If You Own a Pair

The same frames that look like ordinary Ray-Bans are now being stopped at courthouse doors, school gates and cinema aisles. Almost none of these rules come from national lawmakers. That is exactly why they matter.

Gaurav · Sep 22, 2026 · 27 min read
ai-future-work

Meta's AI Shield: Navigating the Evolving Landscape of Online Child Exploitation in Advertising

Meta is deploying advanced AI tools to combat ads that secretly funnel users to child sexual abuse material, a move that highlights the escalating arms race between platform safety measures and sophisticated online predators.

Gaurav · Oct 8, 2026 · 5 min read
tech-business

The SaaS Subscription Trap: Identifying and Escaping Dark Patterns

A deep dive into the deceptive practices of SaaS subscriptions, how to identify dark patterns, and strategies for finding ethical alternatives.

Gaurav · Sep 26, 2026 · 10 min read
smart-tech

Windows 12's "AI Copilot Everywhere": What's Real, What's Hype, and What You Can Use Today

Everyone wants to know what Windows 12 will do with AI. Here's the funny part: most of those features are already on your PC. They just arrived under a different name.

Gaurav · Sep 21, 2026 · 8 min read
ai-future-work

The Rise of AI Assistants in Software Development: Beyond Autocomplete

The AI Co-Pilot's Ascent: What the Data Actually Says About AI in Software Development The tools got dramatically better. The productivity story got more complicated.

Gaurav · Sep 25, 2026 · 10 min read
ai-future-work

Stop Counting Saved Minutes: Building AI Workflows That Survive Contact With Reality

A build blueprint for client-onboarding automation — with the failure modes, the real costs, and the arithmetic most guides skip.

Gaurav · Sep 18, 2026 · 14 min read
ai-future-work

The Real Cost of AI APIs: A Token-by-Token Breakdown of Claude, GPT-4, and Gemini

An in-depth technical analysis of the token-based pricing for Claude, GPT-4 Turbo, and Gemini APIs, dissecting their underlying costs, economic realities, and future architectural trends for developers and businesses.

Gaurav · Sep 16, 2026 · 13 min read
future-living

Can You Actually Trust Your Smartwatch's Health Data? Here's What the Peer-Reviewed Research Says

This in-depth analysis explores the accuracy of smartwatch health data, examining the underlying technology (PPG), its limitations, and the real-world implications for consumers in 2026.

Gaurav · Sep 13, 2026 · 11 min read
smart-tech

Your Digital Fortress: Reclaiming Control with the Right to Repair

This article details how the new Right to Repair laws empower consumers by providing access to device repair information and parts, while also guiding users on how to enhance their digital privacy by disabling default data-sharing features on their devices.

Gaurav · Sep 13, 2026 · 11 min read
ai-future-work

A Real Study Timed AI Coding Tools Against Human Developers. The Result Wasn't What Anyone Expected

METR ran a randomized controlled trial on experienced open-source developers using AI coding tools on real issues in their own repositories. The developers thought AI made them 20% faster. The stopwatch said they were 19% slower.

Gaurav · Sep 13, 2026 · 15 min read
tech-business

The $116 Million Lesson: What the Collapse of Humane's AI Pin Actually Teaches About Hardware Startups

Humane raised over $230 million and shipped a $700 wearable AI device to major fanfare. Fourteen months later, HP bought its patents and engineers for $116 million — and the device itself was simply switched off. Here's what actually happened.

Gaurav · Sep 23, 2026 · 4 min read
tech-business

How Spotify Actually Makes Money: A Real Unit Economics Breakdown

Spotify posted €4.5 billion in Q4 2025 revenue and paid out $11 billion to the music industry over the year — its largest annual payout ever. Here's what its own numbers say about where the margin actually comes from.

Gaurav · Sep 11, 2026 · 3 min read
smart-tech

The New EU Battery Rule That Tells You How Long a Phone Will Actually Last

A new EU regulation forces every phone and tablet sold in Europe to prove its battery survives 800 full charges at 80% capacity — more than double the old testing bar. Here's what that number actually means for your next purchase.

Gaurav · Sep 11, 2026 · 3 min read
future-living

The C2PA Standard: A Digital Nutrition Label for Content

The C2PA standard, implemented as Content Credentials, provides a verifiable provenance record for digital media, detailing its origin and edit history. While crucial for establishing trust, its effectiveness is currently hampered by platform metadata stripping and the need for broader adoption.

Gaurav · Sep 13, 2026 · 8 min read
ai-future-work

AI Agents That Can Use Your Computer: What's Actually Real in 2026, and What's Still a Demo

"AI agents that click around your screen for you" has gone from research demo to shipping product in under two years. Here's what the two biggest players actually measure, in their own published numbers — and where they still fall over.

Gaurav · Sep 14, 2026 · 4 min read
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