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Kaggle Benchmarking Challenge

This is the official tag for submissions and announcements related to the Kaggle Benchmarking Challenge.

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My AI agents didn't fake citations. One in four still didn't hold.

Kaggle Benchmarking Challenge Submission

My AI agents didn't fake citations. One in four still didn't hold.

Comments
11 min read
"The Gene Went Up. Could AI Tell What We Actually Know?"

Kaggle Benchmarking Challenge Submission

"The Gene Went Up. Could AI Tell What We Actually Know?"

Comments
9 min read
AI's Blind Spot for African Biodiversity

Kaggle Benchmarking Challenge Submission

AI's Blind Spot for African Biodiversity

Comments 1
2 min read
Kaggle Benchmarking Challenge

Kaggle Benchmarking Challenge Submission

Kaggle Benchmarking Challenge

Comments
7 min read
RetryBudget-24: When the Right Retry Decision Still Fails the JSON Contract

Kaggle Benchmarking Challenge Submission

RetryBudget-24: When the Right Retry Decision Still Fails the JSON Contract

Comments 1
5 min read
ContractClarity: Benchmarking LLMs on Contract Understanding

Kaggle Benchmarking Challenge Submission

ContractClarity: Benchmarking LLMs on Contract Understanding

Comments
3 min read
FairHire-ES: Maternity-gap lines move Spanish résumé scores more than names (256 twin cases)

Kaggle Benchmarking Challenge Submission

FairHire-ES: Maternity-gap lines move Spanish résumé scores more than names (256 twin cases)

Comments
5 min read
Day 5: Professor Oakenscroll or: How I Hashed Every Line on My Laptop and Cut It Down to One Stranger's Photo, and... It Doesn't Matter

Day 5: Professor Oakenscroll or: How I Hashed Every Line on My Laptop and Cut It Down to One Stranger's Photo, and... It Doesn't Matter

Comments
6 min read
Cash Evidence Boundaries: Correct JSON Is Part of the Answer

Kaggle Benchmarking Challenge Submission

Cash Evidence Boundaries: Correct JSON Is Part of the Answer

Comments
4 min read
480 cases, 240 evil twins

480 cases, 240 evil twins

2
Comments
11 min read
Benchmarking Bare-Metal Tool Use: Do LLMs Understand Apple Silicon L1 Cache?

Kaggle Benchmarking Challenge Submission

Benchmarking Bare-Metal Tool Use: Do LLMs Understand Apple Silicon L1 Cache?

Comments
4 min read
Phish or Legit: Do LLMs Know When NOT to Cry Wolf?

Kaggle Benchmarking Challenge Submission

Phish or Legit: Do LLMs Know When NOT to Cry Wolf?

Comments 1
3 min read
MyanmarChemCalc-Bench: Do LLMs Do Chemistry Better in English Than in Burmese?

Kaggle Benchmarking Challenge Submission

MyanmarChemCalc-Bench: Do LLMs Do Chemistry Better in English Than in Burmese?

Comments
3 min read
Reward Evidence: an AI can track the money and still misread the opportunity

Kaggle Benchmarking Challenge Submission

Reward Evidence: an AI can track the money and still misread the opportunity

Comments
6 min read
'No peanuts' became include_ingredients: ["peanuts"]: a benchmark for tool calls a validator cannot catch

Kaggle Benchmarking Challenge Submission

'No peanuts' became include_ingredients: ["peanuts"]: a benchmark for tool calls a validator cannot catch

Comments 1
11 min read
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