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The "AI" Badge Doesn't Measure What You Think It Does

Proves watermarks track provenance poorly
pascal_cescato_692b7a8a20 profile

The "AI" Badge Doesn't Measure What You Think It Does

#discuss #ai #llm #writing
30
Comments 25
7 min read
Claude's System Prompt Grew From 358 to 3,235 Words. Here's What It Teaches Production AI Teams
jamilxt profile

Claude's System Prompt Grew From 358 to 3,235 Words. Here's What It Teaches Production AI Teams

#ai #llm #java #spring
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7 min read
DeepSeek Harness got append-only right. Its token projection still misses what compaction costs.
lizhuojunx86 profile

DeepSeek Harness got append-only right. Its token projection still misses what compaction costs.

#ai #llm #opensource #observability
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10 min read
RAG na Prática: Como Avaliar Retrieval Sem Virar "Achei Que Ficou Bom"
izaaccomze profile

RAG na Prática: Como Avaliar Retrieval Sem Virar "Achei Que Ficou Bom"

#ai #rag #retrieval #llm
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5 min read
Running three AI models on one local server when your VRAM doesn't cover all of them
hannune profile

Running three AI models on one local server when your VRAM doesn't cover all of them

#ai #selfhosted #machinelearning #llm
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3 min read
Zhipu va ouvrir les poids du meilleur chasseur de failles
thibault_monteiro profile

Zhipu va ouvrir les poids du meilleur chasseur de failles

#ai #cybersecurity #llm #opensource
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5 min read
Socrates Was the World's First — and Best — Prompt Engineer
sanyaduan profile

Socrates Was the World's First — and Best — Prompt Engineer

#ai #promptengineering #llm #productivity
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8 min read
From Attention to Agency: The Progressive Evolution of AI-Assisted Programming
sanyaduan profile

From Attention to Agency: The Progressive Evolution of AI-Assisted Programming

#ai #llm #programming #machinelearning
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18 min read
One terminal, two trust levels — running Claude Code against a real subscription and a cheap proxy
mediblacksand_f0ea36c53fb profile

One terminal, two trust levels — running Claude Code against a real subscription and a cheap proxy

#ai #claudecode #llm #devops
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4 min read
AI Mental Health Support: What a New Audit Found in Long Conversations
tahiralmas profile

AI Mental Health Support: What a New Audit Found in Long Conversations

#ai #ethics #llm #mentalhealth
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7 min read
From API to GPU, Week 5: Tensors, the Data Structure Behind Every Model
dramasamy profile

From API to GPU, Week 5: Tensors, the Data Structure Behind Every Model

#ai #llm #gpu #machinelearning
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12 min read
We catalogued 55+ AI-agent failures in low-level code — and shipped 124 verified skills to fix them
trothbyte profile

We catalogued 55+ AI-agent failures in low-level code — and shipped 124 verified skills to fix them

#ai #rust #llm #security
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4 min read
Don't Start With RAG: Lessons From Building an Automotive AI Pipeline
younes_bentlili_9480340f profile

Don't Start With RAG: Lessons From Building an Automotive AI Pipeline

#ai #architecture #llm #programming
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5 min read
TTFT is not TTFB: what 45 AI APIs measured from 4 regions actually show
max_bob profile

TTFT is not TTFB: what 45 AI APIs measured from 4 regions actually show

#ai #llm #performance #api
Comments 1
4 min read
Your AI Doesn’t Have Amnesia – It Has a Storage Problem
mehrdadkhodaverdi profile

Your AI Doesn’t Have Amnesia – It Has a Storage Problem

#ai #llm #softwaredevelopment #tooling
5
Comments
6 min read
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