Rajeev Thakkar (CIO, PPFAS) put out a note to unitholders this week. Most people will read it as a defense of his fund's performance. That's the boring read. The interesting read is the market framework buried inside it. Here's what caught my eye.

**"This is a feature, not a bug."**

Two years of flat-to-negative equity returns and social media has decided something is broken. Thakkar's reframe is dead simple: if equities delivered predictable returns every quarter, fixed deposits wouldn't exist. The equity risk premium *is* the volatility. The current sideways stretch? Neither unusually long nor unusually deep. We've just collectively forgotten what normal looks like because 2020-2024 rewired our brains.

**The AI model layer is already commoditizing.**

This one's worth sitting with. Early on, it looked like OpenAI would run away with it. Now? ChatGPT, Claude, Gemini, Grok, Llama, DeepSeek, Kimi, GLM, Qwen — and that list grows monthly. Thakkar's read: the "latest and greatest model" won't be the only thing that matters. Sovereignty, cost per token, speed, data privacy — these will fragment the market. If you're betting your portfolio on one AI model company winning everything, you might want to rethink that thesis.

**IT services doomers are making the same mistake people made in the 1980s.**

Remember when bank unions protested computerization? Banks moved from handwritten ledgers to core banking to internet banking to mobile banking. The prediction every single time: mass unemployment. The reality: banks employ *far more* people today than they did in the 1980s and 1990s. Thakkar draws the same parallel for IT services and AI. His base case: AI writes a significant chunk of the code, but implementation doesn't disappear. The outsourced team of 50 people becomes an outsourced team of 30 people and AI. Net jobs shift, they don't vanish.

And here's the angle most people miss — AI supercharges attackers too. Cybersecurity demand is exploding precisely *because* AI makes hacking more efficient. One door closes, another opens.

**Hyperscaler capex panic is overblown — but not riskless.**

The Microsoft/Amazon/Google capex numbers look terrifying in isolation. But these companies still run massive traditional businesses — enterprise software, e-commerce, cloud, digital advertising. The new capex is backed by real enterprise demand, not tied to any single AI model succeeding. Could there be overinvestment? Sure. But overcapacity gets absorbed as workloads scale. Worst case, capex slows for a cycle. That's not an existential problem.

**Chip and memory stocks: everyone already knows the ending.**

Universal consensus says current margins are cyclical and will mean revert. When literally everyone agrees on the cycle, the interesting question isn't *whether* margins compress — it's *when* and *how fast.* Thakkar basically says PPFAS missed the upside and is fine with it because they won't eat the downside either. That's a positioning lesson in itself.

**India's mood swings are absurd — and they always have been.**

BRICS darling → Fragile Five → fastest growing major economy → "has-been economy" → repeat. Every cycle, a new narrative explains why India is doomed or destined. FPI selling, capital gains tax, rupee weakness, no domestic AI models — pick your villain. Thakkar's point: none of these concerns are new, and India has been India the entire time. The narrative changes. The country doesn't change that fast.

**The valuation gap nobody's talking about.**

As of August 4, 2026:

* Nifty 100 (large cap) PE: 20.8
* Nifty Midcap 150 PE: 30.7
* Nifty Smallcap 250 PE: 34.6

Midcaps trade at a 48% premium to large caps. Smallcaps at a 66% premium. If you think smaller companies *always* deliver higher returns, look at what's been happening in U.S. markets. It's not a law of physics.

The thread running through all of this: most market anxiety right now is pattern recognition failure. People anchored to 2021-2024 returns and forgot what normal volatility looks like. The loudest narratives — AI will kill IT, hyperscaler capex is reckless, India is uninvestable — are either recycled fears or first-order thinking that ignores second-order effects.

Not investment advice. Just thought the frameworks here were sharper than the usual fund manager letter.

What's your take — especially on the IT services argument? That's the one I think has the most room for genuine debate.

Rajeev Thakkar just laid out his read on AI, jobs, and where markets go from here — and it's more interesting than the usual "stay invested" fluff