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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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I Fine-Tuned a Compliance Judge and Beat the Stock Model by +29.6pp F1

I Fine-Tuned a Compliance Judge and Beat the Stock Model by +29.6pp F1

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6 min read
EMO: Mixture-of-Experts That Actually Behaves Like One

EMO: Mixture-of-Experts That Actually Behaves Like One

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3 min read
How ChatGPT/Gemini/MS Copilot Understands Your Question: A Step-by-Step Journey from Input to Response

How ChatGPT/Gemini/MS Copilot Understands Your Question: A Step-by-Step Journey from Input to Response

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2 min read
I built the first open benchmark for federal contracting AI. Here's what it shows about frontier LLMs.

I built the first open benchmark for federal contracting AI. Here's what it shows about frontier LLMs.

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6 min read
Day 4 - Chunking continued - RAG

Day 4 - Chunking continued - RAG

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1 min read
How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

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8 min read
ARC Language Module: Building a Governed Multilingual Backend for Future AI Systems

ARC Language Module: Building a Governed Multilingual Backend for Future AI Systems

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5 min read
LexicRo Phase 1 is live — Romanian NLP API now callable

LexicRo Phase 1 is live — Romanian NLP API now callable

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1 min read
The 4 NLP stages between raw YouTube subtitles and a flashcard you'd actually study

The 4 NLP stages between raw YouTube subtitles and a flashcard you'd actually study

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3 min read
Generation 1 — Standalone Models (2018–2022)

Generation 1 — Standalone Models (2018–2022)

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5 min read
# Why "drift_score = 0.0" Is Not Yet Evidence of Semantic Stability — and What Your n=251 vs cap=200 Mismatch Actually Costs by: Eyoel Nebiyu

# Why "drift_score = 0.0" Is Not Yet Evidence of Semantic Stability — and What Your n=251 vs cap=200 Mismatch Actually Costs by: Eyoel Nebiyu

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6 min read
The Context Window Is Not Your Memory

The Context Window Is Not Your Memory

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4 min read
Mathematically Optimal Chunking Strategy

Mathematically Optimal Chunking Strategy

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8 min read
Did My LoRA Learn Tenacious Style—or Just Memorize Augmented Patterns?

Did My LoRA Learn Tenacious Style—or Just Memorize Augmented Patterns?

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3 min read
Auto-Furigana in the Browser — Lazy-Loading kuromoji.js's 4 MB Dictionary from a CDN to Annotate Japanese Kanji With Their Readings

Auto-Furigana in the Browser — Lazy-Loading kuromoji.js's 4 MB Dictionary from a CDN to Annotate Japanese Kanji With Their Readings

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6 min read
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