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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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Can AI Be Trusted to Code Financial Software? I Built a Benchmark to Find Out

kagglechallenge

Kaggle Benchmarking Challenge Submission

Can AI Be Trusted to Code Financial Software? I Built a Benchmark to Find Out

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Comments 1
3 min read
Which clause wins? I benchmarked whether LLMs follow the rules that actually govern

Kaggle Benchmarking Challenge Submission

Which clause wins? I benchmarked whether LLMs follow the rules that actually govern

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Comments 3
10 min read
The model knew the rule. It still used last week's offset.

Kaggle Benchmarking Challenge Submission

The model knew the rule. It still used last week's offset.

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Comments 5
13 min read
Changing what my phone agent was shown beat changing the model

Kaggle Benchmarking Challenge Submission

Changing what my phone agent was shown beat changing the model

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Comments 5
9 min read
Playoff Probability Calibration — LLMs vs. a Real Monte Carlo Model

Playoff Probability Calibration — LLMs vs. a Real Monte Carlo Model

Comments 1
4 min read
When a Failed Request Must Stay Failed: Reservation Replay

Kaggle Benchmarking Challenge Submission

When a Failed Request Must Stay Failed: Reservation Replay

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Comments 2
5 min read
Green Tests, Broken Architecture: Four Models Review TypeScript Diffs

Kaggle Benchmarking Challenge Submission

Green Tests, Broken Architecture: Four Models Review TypeScript Diffs

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Comments 5
4 min read
I Gave 11 Models a One-Line Safety Hint for Parallel Tool Calls. It Helped Only One.

Kaggle Benchmarking Challenge Submission

I Gave 11 Models a One-Line Safety Hint for Parallel Tool Calls. It Helped Only One.

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Comments 4
18 min read
The Flattery Tax: I pressure-tested 29 LLMs with confident wrong users — the frontier held, the small ones folded

Kaggle Benchmarking Challenge Submission

The Flattery Tax: I pressure-tested 29 LLMs with confident wrong users — the frontier held, the small ones folded

Comments 1
6 min read
19 AI Models, 2 Rounds of Pressure, 0 Caves: Testing Sycophancy on Famous Myths

Kaggle Benchmarking Challenge Submission

19 AI Models, 2 Rounds of Pressure, 0 Caves: Testing Sycophancy on Famous Myths

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Comments 2
3 min read
Every LLM I tested would help my mother prepay a fake OLX seller

Kaggle Benchmarking Challenge Submission

Every LLM I tested would help my mother prepay a fake OLX seller

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Comments 3
11 min read
The AI Was Right. The Answer Was Still Wrong.

The AI Was Right. The Answer Was Still Wrong.

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Comments 1
3 min read
The live realtor model passed. The goodbye failed. published: true

Kaggle Benchmarking Challenge Submission

The live realtor model passed. The goodbye failed. published: true

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Comments 2
3 min read
I tested 11 AI models on Indian GST, UPI and lakh-crore. Three famous ones got Puducherry wrong.

Kaggle Benchmarking Challenge Submission

I tested 11 AI models on Indian GST, UPI and lakh-crore. Three famous ones got Puducherry wrong.

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Comments 2
4 min read
Asked in Dutch, sent to an English menu

Kaggle Benchmarking Challenge Submission

Asked in Dutch, sent to an English menu

2
Comments 1
8 min read
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