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A Higher Pass Rate Can Mean a Worse Model. The Math Is Simpson's Paradox.
Maya Andersson
Maya Andersson
Maya Andersson
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Aug 25
A Higher Pass Rate Can Mean a Worse Model. The Math Is Simpson's Paradox.
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machinelearning
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statistics
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llm
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datascience
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4 min read
My Agent Orchestrator Burned 1-2M Opus Tokens Per Task. Here's the Postmortem.
Avraham K
Avraham K
Avraham K
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Aug 4
My Agent Orchestrator Burned 1-2M Opus Tokens Per Task. Here's the Postmortem.
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ai
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claude
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llm
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architecture
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3
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9 min read
Kimi K3: Open Frontier Intelligence 글 ěť˝ęł
you gyoung-yoon
you gyoung-yoon
you gyoung-yoon
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Jul 22
Kimi K3: Open Frontier Intelligence 글 ěť˝ęł
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ai
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coding
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llm
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machinelearning
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1 min read
Two Traps in a Zero-Dep LLM Client
Dan Mercede
Dan Mercede
Dan Mercede
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Jul 23
Two Traps in a Zero-Dep LLM Client
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api
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llm
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programming
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python
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1 min read
GradCuit: Credit-Assigned Gradient Flow for Robust Test-Time Latent Reasoning in LLMs
Chaeyeon Mia Lee
Chaeyeon Mia Lee
Chaeyeon Mia Lee
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Aug 5
GradCuit: Credit-Assigned Gradient Flow for Robust Test-Time Latent Reasoning in LLMs
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machinelearning
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llm
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deeplearning
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python
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5 min read
I Rewrote the Same Prompt Three Times, Tuning Against Noise
Den
Den
Den
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Aug 25
I Rewrote the Same Prompt Three Times, Tuning Against Noise
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ai
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python
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testing
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llm
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5 min read
Building LORE: An AI Native Platform for Story Development | Week 1
Rati Galani
Rati Galani
Rati Galani
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Jul 23
Building LORE: An AI Native Platform for Story Development | Week 1
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ai
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product
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llm
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startup
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2 min read
A judge that agrees with your humans 92 percent of the time can be at 60 percent where the gate actually decides
Maya Andersson
Maya Andersson
Maya Andersson
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Aug 25
A judge that agrees with your humans 92 percent of the time can be at 60 percent where the gate actually decides
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llm
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statistics
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testing
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datascience
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8 min read
Post 1 — SWE‑Bench Reliability Series
Agentic Drifter
Agentic Drifter
Agentic Drifter
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Jul 22
Post 1 — SWE‑Bench Reliability Series
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llm
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python
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machinelearning
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swebench
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1 min read
OpenRouter vs Vercel vs LLMGateway Performance
smakosh
smakosh
smakosh
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Jul 22
OpenRouter vs Vercel vs LLMGateway Performance
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ai
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performance
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benchmark
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llm
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6 min read
Guard Implementation Patterns to Stop AI Agent Runaway Behavior — 7 Types Extracted from Real-World Logs
orca forge
orca forge
orca forge
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Aug 25
Guard Implementation Patterns to Stop AI Agent Runaway Behavior — 7 Types Extracted from Real-World Logs
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ai
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toolcalling
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llm
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computeruse
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5 min read
Testing OmniRoute locally: verify your AI gateway actually works before you trust it
Ahmed Nafies
Ahmed Nafies
Ahmed Nafies
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Aug 25
Testing OmniRoute locally: verify your AI gateway actually works before you trust it
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ai
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api
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llm
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testing
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4 min read
Stop AI Agents From Breaking Your Architecture: Introducing LORE (100% Local Knowledge Graph)
Filippo Gabriele
Filippo Gabriele
Filippo Gabriele
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Jul 22
Stop AI Agents From Breaking Your Architecture: Introducing LORE (100% Local Knowledge Graph)
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agents
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ai
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architecture
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llm
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3 min read
GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure
HyperNexus
HyperNexus
HyperNexus
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Jul 27
GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure
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ai
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llm
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opensource
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mcp
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5 min read
How LLM APIs Actually Work: System Prompts, Temperature, Tokens, and Structured Output
saurabh kushwaha
saurabh kushwaha
saurabh kushwaha
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Jul 22
How LLM APIs Actually Work: System Prompts, Temperature, Tokens, and Structured Output
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ai
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llm
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learning
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programming
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5 min read
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