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Spark-X2.6-4B: stronger on-device agents, coding and controllable thinking

Spark-X2.6-4B: stronger on-device agents, coding and controllable thinking

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2 min read
Turning a bank statement PDF into a spreadsheet with a vision model

Turning a bank statement PDF into a spreadsheet with a vision model

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1 min read
Do 66 Terminal Tasks and a 45% Private Weight Settle AI Rankings? Reading Artificial Analysis Index v4.3

Do 66 Terminal Tasks and a 45% Private Weight Settle AI Rankings? Reading Artificial Analysis Index v4.3

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12 min read
YouTube Transcripts for RAG - Ask a Whole Channel, Get Answers With Timestamps

YouTube Transcripts for RAG - Ask a Whole Channel, Get Answers With Timestamps

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10 min read
Parallel Agents Need Ownership Too

Parallel Agents Need Ownership Too

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6 min read
DeepSeek open-sourced its production inference engine today. I counted what's in it — and what's not.

DeepSeek open-sourced its production inference engine today. I counted what's in it — and what's not.

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4 min read
Más Allá del Mito: Taxonomía de Cuatro Arquitecturas Hacia la Cognición Sintética Encarnada

Más Allá del Mito: Taxonomía de Cuatro Arquitecturas Hacia la Cognición Sintética Encarnada

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10 min read
How RAG lets an AI answer from your company documents (and what it does not fix)

How RAG lets an AI answer from your company documents (and what it does not fix)

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7 min read
Vibe coding security: the step nobody takes after the build

Vibe coding security: the step nobody takes after the build

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4 min read
Evaluating RAG — retrieval + generation metrics that matter

Evaluating RAG — retrieval + generation metrics that matter

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8 min read
Strata runs a 125B model on a 12 GB gaming GPU by leaning on system RAM, and the README spells out the cost

Strata runs a 125B model on a 12 GB gaming GPU by leaning on system RAM, and the README spells out the cost

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3 min read
Max effort lost to medium effort — notes on a visual agent harness

Max effort lost to medium effort — notes on a visual agent harness

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4 min read
Claude Code Subagents Token Usage: What They Really Cost

Claude Code Subagents Token Usage: What They Really Cost

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14 min read
Hybrid Search vs Pure Vector Search: Scaling Enterprise RAG Systems

Hybrid Search vs Pure Vector Search: Scaling Enterprise RAG Systems

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7 min read
A live voice assistant on your own machine: Whisper, Pocket TTS and your local LLM

A live voice assistant on your own machine: Whisper, Pocket TTS and your local LLM

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4 min read
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