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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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I built AI memory that forgets intelligently-here's what I learned

I built AI memory that forgets intelligently-here's what I learned

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3 min read
India's Homegrown AI Ecosystem: 110+ Apps Across 22 Languages and 28 Sectors

India's Homegrown AI Ecosystem: 110+ Apps Across 22 Languages and 28 Sectors

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3 min read
HiDream Skeleton Mode: Prompt Beats OpenPose Ref — 8 Patterns Benchmarked

HiDream Skeleton Mode: Prompt Beats OpenPose Ref — 8 Patterns Benchmarked

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11 min read
AI Daily Digest: May 23, 2026 — Agentic Workflows, Coding Agents & Embodied AI

AI Daily Digest: May 23, 2026 — Agentic Workflows, Coding Agents & Embodied AI

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6 min read
Linear Regression: behind the lines

Linear Regression: behind the lines

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3 min read
Why y=mx+b is the heart of AI

Why y=mx+b is the heart of AI

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3 min read
Cutting LTX-2 22B Peak VRAM by 40% with fp8_cast — and Why optimum-quanto Was a Trap

Cutting LTX-2 22B Peak VRAM by 40% with fp8_cast — and Why optimum-quanto Was a Trap

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7 min read
Replicating a Language-Learning Comedy Short with Claude Code — Gemini as a Multimodal Sub-Agent

Replicating a Language-Learning Comedy Short with Claude Code — Gemini as a Multimodal Sub-Agent

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8 min read
Why On-Device AI Is Quietly Winning Over Cloud Inference — Three Reasons You Didn't See Coming

Why On-Device AI Is Quietly Winning Over Cloud Inference — Three Reasons You Didn't See Coming

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7 min read
Why 90% of ML Engineers Struggle in Real-World Systems

Why 90% of ML Engineers Struggle in Real-World Systems

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2 min read
I Was Scraping Google Scholar at 2am. There Had to Be a Better Way..

I Was Scraping Google Scholar at 2am. There Had to Be a Better Way..

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6 min read
Red-Teaming Your LLM Applications: A Practical Guide to Building Guardrails That Actually Work

Red-Teaming Your LLM Applications: A Practical Guide to Building Guardrails That Actually Work

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8 min read
Your AI Has a Memory. It Just Doesn’t Know What to Remember.

Your AI Has a Memory. It Just Doesn’t Know What to Remember.

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11 min read
From Pixels to Predictions: Data Pipelines and Training the Sequence Model (Part 2)

From Pixels to Predictions: Data Pipelines and Training the Sequence Model (Part 2)

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4 min read
How to Run a 35B Parameter Model on Your Laptop Without Melting It

How to Run a 35B Parameter Model on Your Laptop Without Melting It

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5 min read
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