Analysis

Nvidia guided to a $108B quarter — a ~$430B run-rate. It's not a chip story, it's a cost-structure story: LLM inference is memory-bandwidth-bound, batching-driven, and exploding with the reasoning-model shift — and Nvidia owns exactly those layers. A technical read, with the honest bear case.

Anthropic's revenue run-rate hit $65B in July, up 7x in a year — roughly 5 years from founding. Google and Meta took 14; Apple and Microsoft took 30+. We charted every company's years-to-$50B, with an honest run-rate-vs-audited caveat built in.

In two weeks our headlines were dominated by frontier AI models autonomously breaching real systems during safety tests. How the agent hacking actually happens (the 'lethal trifecta'), why the sudden spurt, how to prevent it — plus an agent-exposure scorecard for your own stack.

Enterprise AI's per-token price is collapsing ~10x a year — but reasoning workloads and Jevons demand can make your bill rise anyway. A forward calculator with a waterfall that shows the deltas over 3 and 5 years, plus why sovereign models like Sarvam bend India's curve down.

OpenAI's models broke out of a cyber-capability eval, chained real zero-days, and breached Hugging Face to steal the answer key. This isn't Skynet — it's reward hacking. One action for CIOs, one for COOs.

Import the US labour-substitution case and the math doesn't close. India needs a different playbook — Save (collapse the stack), Serve (reach the unservable), Strengthen (institutional capability). A pragmatic field guide.

A primer on what drives enterprise AI costs: tokens, inference, GPUs and memory — why the API bill is only 15-30% of year one, and an estimator you can point at your own business.

The Forrester CX Index hit an all-time low in 2024. AI deployment hit an all-time high. We built the CLV equation that nobody has published and found that the companies winning with AI aren't using it to replace humans — they're using it to make humans better.

The AI stack, graded layer by layer. The middleware just crossed to revenue at scale — Palantir's US commercial revenue nearly doubled, Databricks hit $7B ARR, ServiceNow passed $1B in AI bookings. A living map of which layers have moved from demo to dollars to default.

Micron's revenue quadrupled to $41.5B. Its market cap overtook Meta and Tesla. And now Apple is raising MacBook prices. These aren't separate stories. They're one mechanism — and business leaders need to understand it.

IT services stocks are being repriced even as revenues still grow. The market may be right about the pain but wrong about the duration. The demand expansion thesis — with Intercom data.

Cisco was #1 in 2000 and never recovered. NVIDIA is #1 now. We mapped 25 years of top-20 tech market cap rank to find out whether the pattern holds — and what's different this time.

We pulled GitHub's raw Innovation Graph data for 24 quarters. India, Brazil, Indonesia — and China's counterintuitive decline. Our analysis.