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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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# **Titanic – Machine Learning From Disaster: A Complete Project Overview**

Kaggle Benchmarking Challenge Submission
dan52242644dan profile
Dan

# **Titanic – Machine Learning From Disaster: A Complete Project Overview**

#devchallenge #kagglechallenge #ai #machinelearning
1
Comments
4 min read
Chain-of-Thought Faithfulness: Toggling 'Reasoning Mode' Made One Model 5x More Likely to Follow Its Own Mistakes

Kaggle Benchmarking Challenge Submission
dj29 profile

Chain-of-Thought Faithfulness: Toggling 'Reasoning Mode' Made One Model 5x More Likely to Follow Its Own Mistakes

#devchallenge #kagglechallenge #ai #machinelearning
58
Comments 28
5 min read
Breaking Character: How "Thinking" AI Survives Villain Roleplay Traps
atharva_rai_432aa5515b213 profile

Breaking Character: How "Thinking" AI Survives Villain Roleplay Traps

#kagglechallenge #ai #llm #devchallenge
Comments
2 min read
How AI Models "See" Hidden Meaning: A Beginner's Subtext Benchmark
atharva_rai_432aa5515b213 profile

How AI Models "See" Hidden Meaning: A Beginner's Subtext Benchmark

#kagglechallenge #ai #devchallenge
2
Comments
1 min read
I Benchmarked 10 AI Models to Reconstruct Real Cyber Attacks

Kaggle Benchmarking Challenge Submission
ujja profile
ujja

I Benchmarked 10 AI Models to Reconstruct Real Cyber Attacks

#devchallenge #kagglechallenge #ai #machinelearning
6
Comments 3
13 min read
Can LLMs audit multi-agent prompts? I made them grade my robot football team.

Kaggle Benchmarking Challenge Submission
mpmike profile

Can LLMs audit multi-agent prompts? I made them grade my robot football team.

#devchallenge #kagglechallenge #ai #machinelearning
Comments
5 min read
8 LLMs, 480 Questions, 1 Kaggle Benchmark: Who Can Explain a Traffic Drop?

Kaggle Benchmarking Challenge Submission
nishikantaray profile

8 LLMs, 480 Questions, 1 Kaggle Benchmark: Who Can Explain a Traffic Drop?

#devchallenge #kagglechallenge #ai #machinelearning
9
Comments 13
11 min read
Does your model know when it doesn't know? A benchmark for the ESCALATE answer

Kaggle Benchmarking Challenge Submission
sean_campbell_840bd62bf7e profile

Does your model know when it doesn't know? A benchmark for the ESCALATE answer

#devchallenge #kagglechallenge #ai #machinelearning
1
Comments 4
2 min read
Same Patient, Conflicting Documents: Can AI Preserve the Evidence?

Kaggle Benchmarking Challenge Submission
p0rt profile

Same Patient, Conflicting Documents: Can AI Preserve the Evidence?

#devchallenge #kagglechallenge #ai #machinelearning
7
Comments
13 min read
The Plausible PR: I Gave 4 LLMs 10 Sneaky Refactors, and They All Missed the Same Bug

Kaggle Benchmarking Challenge Submission
respect17 profile

The Plausible PR: I Gave 4 LLMs 10 Sneaky Refactors, and They All Missed the Same Bug

#devchallenge #kagglechallenge #ai #machinelearning
2
Comments 2
3 min read
Ask ten LLMs for a Blender 5.0 script. Then run it in Blender 5.0.

Kaggle Benchmarking Challenge Submission
rustam335 profile

Ask ten LLMs for a Blender 5.0 script. Then run it in Blender 5.0.

#devchallenge #kagglechallenge #ai #blender
6
Comments 2
9 min read
ProofSec: Benchmarking Epistemic Robustness and Evidence-Grounded Vulnerability Reasoning in Frontier LLM

Kaggle Benchmarking Challenge Submission
anuththara2007w profile

ProofSec: Benchmarking Epistemic Robustness and Evidence-Grounded Vulnerability Reasoning in Frontier LLM

#devchallenge #kagglechallenge #ai #machinelearning
10
Comments
14 min read
AI reviewers catch Italian UI bugs, then flag the good fixes too

Kaggle Benchmarking Challenge Submission
exochard profile

AI reviewers catch Italian UI bugs, then flag the good fixes too

#devchallenge #kagglechallenge #ai #machinelearning
Comments
5 min read
I Benchmarked Whether AI Models Forget Corrections. The Answer Surprised Me.

Kaggle Benchmarking Challenge Submission
zerogam1ng profile

I Benchmarked Whether AI Models Forget Corrections. The Answer Surprised Me.

#devchallenge #kagglechallenge #ai #machinelearning
Comments 1
4 min read
Playoff Probability Calibration — LLMs vs. a Real Monte Carlo Model
commodus67 profile

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

#kagglechallenge #machinelearning #sportsanalytics #llm
Comments 1
4 min read
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