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Your agent isn't hallucinating — your rules never defined "I don't know"
TokenLat
TokenLat
TokenLat
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Nov 11
Your agent isn't hallucinating — your rules never defined "I don't know"
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ai
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llm
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agents
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testing
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5 min read
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From Attention to 3-Bit Caches: How LLMs Learned to Remember Less (MHA, GQA, MLA, MoE, Quantisation Explained)
amananandrai
amananandrai
amananandrai
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Nov 10
From Attention to 3-Bit Caches: How LLMs Learned to Remember Less (MHA, GQA, MLA, MoE, Quantisation Explained)
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ai
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deeplearning
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22 min read
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AI Agents Need a Runtime, Not Another Framework
Jon Lunsford
Jon Lunsford
Jon Lunsford
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Nov 10
AI Agents Need a Runtime, Not Another Framework
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llm
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infrastructure
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security
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opensource
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7 min read
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LLMs Aren’t the Only Game in Town: A Beginner’s Guide to JEPA, Concept Models and Decision Models
amananandrai
amananandrai
amananandrai
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Nov 10
LLMs Aren’t the Only Game in Town: A Beginner’s Guide to JEPA, Concept Models and Decision Models
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ai
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machinelearning
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beginners
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11 min read
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Give Your Agent a Fast Path
Ramakrishnan Lokanathan
Ramakrishnan Lokanathan
Ramakrishnan Lokanathan
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Nov 11
Give Your Agent a Fast Path
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3 min read
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The Fastest LLM Call Is The One You Never Make
Chinmay Goyal
Chinmay Goyal
Chinmay Goyal
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Nov 11
The Fastest LLM Call Is The One You Never Make
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3 min read
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LLMs Locally on Consumer Hardware — Part 10: How the Setup Evolved — A Timeline of What Changed and Why
Sven Welack
Sven Welack
Sven Welack
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Nov 11
LLMs Locally on Consumer Hardware — Part 10: How the Setup Evolved — A Timeline of What Changed and Why
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localllama
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3 min read
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Run Gemma 4 31B-it Uncensored on a 12GB GPU: Complete Local Vision & 256K Context Guide with llama.cpp, DeepSeek Harness & Hermes Agent
Rich Ng
Rich Ng
Rich Ng
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Nov 11
Run Gemma 4 31B-it Uncensored on a 12GB GPU: Complete Local Vision & 256K Context Guide with llama.cpp, DeepSeek Harness & Hermes Agent
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ai
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14 min read
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Why Your LLM Agent Keeps Burning Tokens (and How to Cut It at the HTTP Layer)
liao-zhizhi
liao-zhizhi
liao-zhizhi
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Nov 11
Why Your LLM Agent Keeps Burning Tokens (and How to Cut It at the HTTP Layer)
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3 min read
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grep can't check the numbers in a Japanese LLM summary. Here is why, and a small fix.
NEXUS tools
NEXUS tools
NEXUS tools
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Nov 11
grep can't check the numbers in a Japanese LLM summary. Here is why, and a small fix.
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python
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ai
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2 min read
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Grounding AI-written marketing posts in real weather data, without letting the model make things up
Ahmad Dogar
Ahmad Dogar
Ahmad Dogar
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Nov 11
Grounding AI-written marketing posts in real weather data, without letting the model make things up
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llm
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sqlite
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7 min read
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AlphaProof Code: A Developer's Checklist Before You Trust an AI-Verified Codebase
Shivam Kumar
Shivam Kumar
Shivam Kumar
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Nov 11
AlphaProof Code: A Developer's Checklist Before You Trust an AI-Verified Codebase
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4 min read
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Max Reasoning Effort Is a Bad Default: More Thinking Can Make Your Model Worse
M.T.Ramkrushna
M.T.Ramkrushna
M.T.Ramkrushna
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Nov 11
Max Reasoning Effort Is a Bad Default: More Thinking Can Make Your Model Worse
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3
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7 min read
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You are seeing XYZ issue in your ai responses, walk me through what you change in your process/pipeline to resolve it.
Manohar Papasani
Manohar Papasani
Manohar Papasani
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Nov 11
You are seeing XYZ issue in your ai responses, walk me through what you change in your process/pipeline to resolve it.
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aiinterview
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genai
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rag
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llm
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2 min read
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Comparing 7 Chinese frontier models through one API — a field guide, not a benchmark
yif wong
yif wong
yif wong
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Nov 11
Comparing 7 Chinese frontier models through one API — a field guide, not a benchmark
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ai
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deepseek
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5 min read
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