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Benchmarking LLM Inference: TTFT, ITL & Throughput

Benchmarking LLM Inference: TTFT, ITL & Throughput

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4 min read
Run 397B LLM on Your Laptop: The No-BS Guide

Run 397B LLM on Your Laptop: The No-BS Guide

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10 min read
Six Things I Wish Someone Had Told Me Before I Started Working Inside AI

Six Things I Wish Someone Had Told Me Before I Started Working Inside AI

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8 min read
What Happens When You Bring LLMs Into a Semiconductor FAB — 5 ArXiv Papers, Brutally Honest Reviews

What Happens When You Bring LLMs Into a Semiconductor FAB — 5 ArXiv Papers, Brutally Honest Reviews

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9 min read
One Open Source Project a Day (No. 48): karpathy/autoresearch —— Launching the Era of Self-Evolving AI Laboratories

One Open Source Project a Day (No. 48): karpathy/autoresearch —— Launching the Era of Self-Evolving AI Laboratories

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4 min read
Debugging Voice Agents: How to Know if Your STT, LLM, or TTS Is the Problem

Debugging Voice Agents: How to Know if Your STT, LLM, or TTS Is the Problem

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2 min read
AI Format Wars: Does the Shape of Your Prompt Matter? (1,080 Evals Later)

AI Format Wars: Does the Shape of Your Prompt Matter? (1,080 Evals Later)

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4 min read
How I Used a Local LLM (codestral:22b) to Pre-Screen GitHub Bounties for Free

How I Used a Local LLM (codestral:22b) to Pre-Screen GitHub Bounties for Free

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5 min read
The 'Freelance Agentics' Era: How AI Agents Are Reshaping Freelance Work

The 'Freelance Agentics' Era: How AI Agents Are Reshaping Freelance Work

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3 min read
From OpenAPI Spec to MCP Tools — Automatically

From OpenAPI Spec to MCP Tools — Automatically

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5 min read
DRM-Transformer — Intrinsic Geometry for Structural Alignment

DRM-Transformer — Intrinsic Geometry for Structural Alignment

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2 min read
Cosine Similarity Failed Our RAG on Exact Terms — BM25 Fixed It

Cosine Similarity Failed Our RAG on Exact Terms — BM25 Fixed It

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6 min read
Saying "No" Is the Hardest Thing for an LLM — FCoP Gives It Grammar

Saying "No" Is the Hardest Thing for an LLM — FCoP Gives It Grammar

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30 min read
Calculator Never Guesses. But LLM Always Does.

Calculator Never Guesses. But LLM Always Does.

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3 min read
Why AI Fails Without Intent Completeness

Why AI Fails Without Intent Completeness

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2 min read
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