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A Benchmark Is Only as Honest as Its Harness
Avery Wang
Avery Wang
Avery Wang
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Sep 2
A Benchmark Is Only as Honest as Its Harness
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ai
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benchmark
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llm
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testing
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4 min read
Extraction APIs invented values for 17% of the fields that aren't in the document. Ours included.
Velrim
Velrim
Velrim
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Sep 2
Extraction APIs invented values for 17% of the fields that aren't in the document. Ours included.
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ai
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machinelearning
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benchmark
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llm
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12 min read
A Small Transformer Trained in 1.5 Hours Beat Many LLMs on ARC
Anaz S. Aji
Anaz S. Aji
Anaz S. Aji
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Codecora Dev
Sep 2
A Small Transformer Trained in 1.5 Hours Beat Many LLMs on ARC
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machinelearning
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vectorsearch
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quantization
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5 min read
Tried `sponsors/wonderwhy-er`: A Practical MCP Server Review
ć¨çť§ć
ć¨çť§ć
ć¨çť§ć
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Aug 31
Tried `sponsors/wonderwhy-er`: A Practical MCP Server Review
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ai
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deepseek
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machinelearning
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benchmark
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2 min read
Benchmark a Free AI Coding Tier on a Cold Server
Avery Wang
Avery Wang
Avery Wang
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Aug 30
Benchmark a Free AI Coding Tier on a Cold Server
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ai
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benchmark
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opensource
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testing
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4 min read
AxonASP vs. Native IIS ASP: Performance Benchmarks and Engine Architecture
Lucas GuimarĂŁes
Lucas GuimarĂŁes
Lucas GuimarĂŁes
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Aug 29
AxonASP vs. Native IIS ASP: Performance Benchmarks and Engine Architecture
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iis
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asp
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vbscript
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benchmark
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2 min read
We ran 160 agent tasks across two frameworks. The frameworks tied. Then we changed the model.
benchclawio
benchclawio
benchclawio
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benchclaw
Aug 29
We ran 160 agent tasks across two frameworks. The frameworks tied. Then we changed the model.
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python
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ai
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testing
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benchmark
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4 min read
A LongMemEval-S number you can reproduce
Przemek Marzec
Przemek Marzec
Przemek Marzec
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Sovantica
Aug 27
A LongMemEval-S number you can reproduce
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ai
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agents
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benchmark
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python
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6 min read
I Tested GLM-5.3-Flash and Qwen3.8-Flash on 24 Real Tasks
li wujie
li wujie
li wujie
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Aug 27
I Tested GLM-5.3-Flash and Qwen3.8-Flash on 24 Real Tasks
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ai
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llm
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machinelearning
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benchmark
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6 min read
Twenty Prompts, One Compiler: A Free AI Server's Failure Matrix
Morgan Ma
Morgan Ma
Morgan Ma
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Aug 22
Twenty Prompts, One Compiler: A Free AI Server's Failure Matrix
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ai
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cpp
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testing
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benchmark
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5 min read
I Benchmarked Two Local LLMs on Real Dev Work â Qwopus 27B vs Muse Glimmer 30B
chpomob
chpomob
chpomob
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Aug 11
I Benchmarked Two Local LLMs on Real Dev Work â Qwopus 27B vs Muse Glimmer 30B
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llm
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ai
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opensource
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benchmark
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5 min read
DeepSeek V4 Is Now the 'Kill Line' of AI Models â Here's What That Means
XiaoMoDern
XiaoMoDern
XiaoMoDern
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Aug 4
DeepSeek V4 Is Now the 'Kill Line' of AI Models â Here's What That Means
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deepseek
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ai
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llm
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benchmark
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3 min read
Benchmarking AI Coding Agents on Real Pull Requests
Don Karter
Don Karter
Don Karter
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Aug 1
Benchmarking AI Coding Agents on Real Pull Requests
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ai
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coding
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benchmark
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programming
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7 min read
AI Daily Digest â August 1, 2026: ARC-AGI-3 Harness Discovery, EU AI Gigafactories, Devin SWE-1.7
HIROKI II
HIROKI II
HIROKI II
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Jul 31
AI Daily Digest â August 1, 2026: ARC-AGI-3 Harness Discovery, EU AI Gigafactories, Devin SWE-1.7
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ai
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agents
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benchmark
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hardware
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7 min read
39,000 Torrents: The Bug My Green Benchmark Never Caught
Odilon HUGONNOT
Odilon HUGONNOT
Odilon HUGONNOT
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Jul 25
39,000 Torrents: The Bug My Green Benchmark Never Caught
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matching
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algorithms
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benchmark
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selfhosting
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8 min read
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