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The self-hosting math for LLMs quietly inverted this year

The self-hosting math for LLMs quietly inverted this year

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3 min read
Windows vs. Linux: A 6-Month Hands-On Comparison for Techies, Gamers, and Local AI

Windows vs. Linux: A 6-Month Hands-On Comparison for Techies, Gamers, and Local AI

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4 min read
We benchmarked our prompt-injection detector against OWASP's LLM Top 10

We benchmarked our prompt-injection detector against OWASP's LLM Top 10

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1 min read
Playoff Probability Calibration — LLMs vs. a Real Monte Carlo Model

Playoff Probability Calibration — LLMs vs. a Real Monte Carlo Model

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4 min read
LoGRA: How Low-Rank Gradient Sketches Make LLM Reinforcement Learning Fit on Real Hardware

LoGRA: How Low-Rank Gradient Sketches Make LLM Reinforcement Learning Fit on Real Hardware

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5 min read
HydraFusion: How GitHub Routes Coding Tasks Across Multiple Models to Match Frontier Performance at Lower Cost

HydraFusion: How GitHub Routes Coding Tasks Across Multiple Models to Match Frontier Performance at Lower Cost

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5 min read
We Gave an AI Your Inbox, and It Fell For the Oldest Trick in the Book

We Gave an AI Your Inbox, and It Fell For the Oldest Trick in the Book

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3 min read
I Made Claude Code Stop Reading My PDFs Itself. Here’s the NotebookLM Pipeline That Actually Works

I Made Claude Code Stop Reading My PDFs Itself. Here’s the NotebookLM Pipeline That Actually Works

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12 min read
The Mirror That Looks Back: Building AI That Simulates the Other Side of Your Next Move!!

The Mirror That Looks Back: Building AI That Simulates the Other Side of Your Next Move!!

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7 min read
ST21-Door: a boundary judge for AI agent outputs

ST21-Door: a boundary judge for AI agent outputs

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1 min read
Temperature 0 Isn't Deterministic: Why Your LLM Still Drifts

Temperature 0 Isn't Deterministic: Why Your LLM Still Drifts

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6 min read
Keeping Character Names Consistent Across 200 Chapters: A Glossary Layer for LLM Translation

Keeping Character Names Consistent Across 200 Chapters: A Glossary Layer for LLM Translation

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4 min read
RAG Is Not One Problem: Enterprise Search vs. a Voice Agent Mid-Call

RAG Is Not One Problem: Enterprise Search vs. a Voice Agent Mid-Call

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8 min read
Your Hourly Rate Makes Free Tokens Expensive

Your Hourly Rate Makes Free Tokens Expensive

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7 min read
I built a benchmark for AI companion apps because every "best AI girlfriend" list is affiliate spam

I built a benchmark for AI companion apps because every "best AI girlfriend" list is affiliate spam

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5 min read
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