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How to build an adversarial eval for your agent cache (and why 18 pairs matter more than a benchmark)
Kyle Ma
Kyle Ma
Kyle Ma
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Nov 1
How to build an adversarial eval for your agent cache (and why 18 pairs matter more than a benchmark)
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4 min read
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Claude-Code-Game-Studios: A Chinese Translation for Claude Code's 49-Agent Game Studio
sun young
sun young
sun young
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Nov 1
Claude-Code-Game-Studios: A Chinese Translation for Claude Code's 49-Agent Game Studio
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ai
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opensource
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agents
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4 min read
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The Data Wall: Why Synthetic Data Buys Time but Not Accuracy
gxqwb
gxqwb
gxqwb
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Nov 1
The Data Wall: Why Synthetic Data Buys Time but Not Accuracy
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data
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4 min read
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How We Audited Model Context Protocol (MCP) Servers for SSRF: Lessons from 12 Responsible Disclosures
Serhii Shunko
Serhii Shunko
Serhii Shunko
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Nov 1
How We Audited Model Context Protocol (MCP) Servers for SSRF: Lessons from 12 Responsible Disclosures
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security
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3 min read
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가중치 원소 0.005%만 달라도 점수가 1.4%p 움직였습니다: 생성 채점으로 모델을 비교하다 저희 보고를 철회한 과정
Vidraft_lab
Vidraft_lab
Vidraft_lab
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Oct 31
가중치 원소 0.005%만 달라도 점수가 1.4%p 움직였습니다: 생성 채점으로 모델을 비교하다 저희 보고를 철회한 과정
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ai
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machinelearning
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llm
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benchmark
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3 min read
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Agent loops for product features: budgets, errors, stops and checkpoints
Ahmad Dogar
Ahmad Dogar
Ahmad Dogar
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Oct 31
Agent loops for product features: budgets, errors, stops and checkpoints
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ai
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typescript
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8 min read
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POCKET-35B-GGUF: Running a 35-Billion-Parameter LLM on CPU Without a GPU
AI OpenFree
AI OpenFree
AI OpenFree
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Nov 1
POCKET-35B-GGUF: Running a 35-Billion-Parameter LLM on CPU Without a GPU
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4 min read
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How we fit a 27B model on a 12 GB laptop GPU
Genrius AI
Genrius AI
Genrius AI
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Nov 1
How we fit a 27B model on a 12 GB laptop GPU
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9 min read
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The Degradation Ladder: LLMOps for When the Model Is Slow, Wrong, or Down
skvrtyk
skvrtyk
skvrtyk
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Oct 31
The Degradation Ladder: LLMOps for When the Model Is Slow, Wrong, or Down
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devops
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3 min read
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510 bytes boot a neural network that dreams dmesg
frank chu
frank chu
frank chu
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Oct 31
510 bytes boot a neural network that dreams dmesg
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4 min read
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A Developers Field Guide to Auditing AI Search Discovery: Inspecting LLM Crawlers, Structured Data & Robots Directives
Anatoliy Hridasov
Anatoliy Hridasov
Anatoliy Hridasov
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Oct 31
A Developers Field Guide to Auditing AI Search Discovery: Inspecting LLM Crawlers, Structured Data & Robots Directives
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webdev
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3 min read
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I trained a 350M Python model from scratch on free compute
Abhash Chakraborty
Abhash Chakraborty
Abhash Chakraborty
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Oct 31
I trained a 350M Python model from scratch on free compute
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10 min read
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子 Agent 该用多大力气想?从 Claude Code 2.1.316 的 CLAUDE_CODE_SUBAGENT_EFFORT,聊多 Agent 编码的 effort 分层
Twinkle Model
Twinkle Model
Twinkle Model
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Nov 1
子 Agent 该用多大力气想?从 Claude Code 2.1.316 的 CLAUDE_CODE_SUBAGENT_EFFORT,聊多 Agent 编码的 effort 分层
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2 min read
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Price a coding call, then pick the model tier
Conor Bronsdon
Conor Bronsdon
Conor Bronsdon
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Oct 31
Price a coding call, then pick the model tier
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5 min read
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My token limit hid a third of my data. Re-running 20 old pairs showed what was in it.
munimv2
munimv2
munimv2
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Oct 31
My token limit hid a third of my data. Re-running 20 old pairs showed what was in it.
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3 min read
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