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I Prompted 5 Frontier LLMs to “Report Uncertainty” Here’s What Happened to Their Statistical Validity Scores
Venkata Manideep Patibandla
Venkata Manideep Patibandla
Venkata Manideep Patibandla
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Apr 18
I Prompted 5 Frontier LLMs to “Report Uncertainty” Here’s What Happened to Their Statistical Validity Scores
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ai
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llm
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rag
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2 min read
Opus 4.7 First Look: I Tested the Day-Old Model Against 3 Other Claudes on 10 Real Tasks
James AI
James AI
James AI
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Apr 17
Opus 4.7 First Look: I Tested the Day-Old Model Against 3 Other Claudes on 10 Real Tasks
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ai
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llm
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claude
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5 min read
Writing an HTTP Load Tester That Doesn't Lie About p99
SEN LLC
SEN LLC
SEN LLC
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Apr 16
Writing an HTTP Load Tester That Doesn't Lie About p99
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rust
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http
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tutorial
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8 min read
I Tested OpenAI, Anthropic, and Cohere for Bulk Content Generation. Here's What the Data Actually Shows.
Aakash Gour
Aakash Gour
Aakash Gour
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Apr 16
I Tested OpenAI, Anthropic, and Cohere for Bulk Content Generation. Here's What the Data Actually Shows.
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ai
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openai
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api
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7 min read
Micro-benchmarking TypeScript Without Lying to Yourself
SEN LLC
SEN LLC
SEN LLC
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Apr 15
Micro-benchmarking TypeScript Without Lying to Yourself
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typescript
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cli
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1
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8 min read
I Benchmarked 8 Ollama Cloud AI Models. The 397B One Lost to a 1.6s Model.
Agent Paaru
Agent Paaru
Agent Paaru
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Apr 10
I Benchmarked 8 Ollama Cloud AI Models. The 397B One Lost to a 1.6s Model.
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ai
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ollama
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cloud
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3 min read
I benchmarked GPT-4o, Claude 3.5, and Gemini 1.5 for security — the results
NY-squared2-agents
NY-squared2-agents
NY-squared2-agents
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Apr 8
I benchmarked GPT-4o, Claude 3.5, and Gemini 1.5 for security — the results
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ai
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security
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llm
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benchmark
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2 min read
NexusQuant vs KVTC vs TurboQuant vs CommVQ — honest comparison
João André Gomes Marques
João André Gomes Marques
João André Gomes Marques
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Apr 7
NexusQuant vs KVTC vs TurboQuant vs CommVQ — honest comparison
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machinelearning
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llm
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performance
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benchmark
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4 min read
🚀 8x Faster Than ONNX Runtime: Zero-Allocation AI Inference in Pure C#
DevOnBike
DevOnBike
DevOnBike
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Apr 5
🚀 8x Faster Than ONNX Runtime: Zero-Allocation AI Inference in Pure C#
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dotnet
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performance
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ai
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3 min read
ARC-AGI V3 Explained: The New AI Benchmark That Breaks Every Agent
Max Quimby
Max Quimby
Max Quimby
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Mar 29
ARC-AGI V3 Explained: The New AI Benchmark That Breaks Every Agent
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ai
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machinelearning
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agents
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3 min read
GPT-5.1 scored 26%. Gemini 3 Flash scored 74%. Same prompt, same tools.
ThomasP
ThomasP
ThomasP
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Mar 28
GPT-5.1 scored 26%. Gemini 3 Flash scored 74%. Same prompt, same tools.
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ai
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llm
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agents
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8 min read
AI Gateways Are Not I/O-Bound Proxies I Benchmarked 5 of Them to Prove It
Mitul Shah
Mitul Shah
Mitul Shah
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Ferro Labs AI
Mar 26
AI Gateways Are Not I/O-Bound Proxies I Benchmarked 5 of Them to Prove It
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ai
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go
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python
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9 min read
I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline
plasmon
plasmon
plasmon
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Mar 25
I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline
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llm
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gpu
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ai
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8 min read
FTS vs Hybrid Memory Search: A Real-World Benchmark
Tom Lee
Tom Lee
Tom Lee
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Mar 25
FTS vs Hybrid Memory Search: A Real-World Benchmark
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ai
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search
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agents
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4 min read
How Mano-P Achieves #1 on OSWorld: Architecture, Benchmarks, and Edge Deployment
Mininglamp
Mininglamp
Mininglamp
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Apr 14
How Mano-P Achieves #1 on OSWorld: Architecture, Benchmarks, and Edge Deployment
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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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