Technology Made Simple

Scaling Reinforcement Learning will never lead to AGI

Why the massive capex bets on Reinforcement Learning will not lead to emergent capabilities.

Published on Artificial Intelligence Made Simple • Dec 10

How to use Deep Learning for Flood Forecasting

Saving 460 Million Lives with more accurate early warnings

Dec 1 • Devansh

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November 2025

What is Concept Drift and how to Solve it

One of the biggest Problems in AI right now.

Nov 11 • Devansh

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October 2025

The "AI is a Bubble" Narrative is Stupid, Wrong, and Dangerous

How the memes and surface level analysis are distracting from Nvidia's play to control the ecosystem.

Published on Artificial Intelligence Made Simple • Oct 17

September 2025

How to Train Graph Neural Nets 95.5x Faster[Breakdowns]

How to break the memory wall for large-scale Graph Neural Networks

Published on Artificial Intelligence Made Simple • Sep 11

July 2025

Kimi K2 is the most important model of the year [Breakdowns]

How Moonshot AI built the Better DeepSeek.

Published on Artificial Intelligence Made Simple • Jul 29

Structurally-Aware Computation will take over AI and High Performance Computing

Understanding the US Government's Vision for the new paradigm of computing for high impact fields

Jul 19 • Devansh

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June 2025

Why Redis is so Fast Part 1: The Historical Foundations

Inside the ruthless architectural decisions that made Redis one of the most predictably performant systems in modern computing

Jun 23 • Devansh

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Algorithmic Arms Race: How Tech is Fueling Weapons Systems and Mass Surveillance[Thoughts]

The Increasing Merge of Silicon Valley and the Pentagon—and the Lines We Must Draw Now

Published on Artificial Intelligence Made Simple • Jun 15

Fine-Tuning LLMs is a Huge Waste of Time

People think they can use Fine-Tune for Knowledge Injection. People are Wrong

Jun 10 • Devansh

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May 2025

Q1 '25 Cloud Update: Risk-Adjusted AI

A Quarterly Cloud Update on Amazon, Microsoft, Google, and Meta

Published on Generative Value • May 9

API Driven Development: The Necessary Prerequisite to MCPs

Why API-DD is a must for every modern software team

May 7 • Devansh

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