Kaggle Benchmarking Challenge Submission

Soccer skills Freestyle

Sep 27

Promise Is Not Payment: Verification Errors That Amount Accuracy Misses

#devchallenge #kagglechallenge #machinelearning #ai

2

6 min read

Kaggle Benchmarking Challenge Submission

Dhotiiiii

Sep 29

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

#devchallenge #kagglechallenge #ai #blender

6

2

9 min read

Kaggle Benchmarking Challenge Submission

Himanshu Kumar

Sep 28

ToolTrap: a prompt rule helped, but 7 of 10 models still repeated fake details on new cases

#devchallenge #kagglechallenge #ai #machinelearning

21

22

13 min read

Kaggle Benchmarking Challenge Submission

Vernard Sharbney

Oct 2

The Cheapest, Fastest Model Is the Best Security Reviewer. I Tested 8 to Find Out.

#devchallenge #kagglechallenge #ai #machinelearning

1

7 min read

Kaggle Benchmarking Challenge Submission

guanguan li

Oct 1

The explanation was right. The policy ID was wrong.

#kagglechallenge

5 min read

Kaggle Benchmarking Challenge Submission

ujja

Oct 1

I Benchmarked 10 AI Models to Reconstruct Real Cyber Attacks

#devchallenge #kagglechallenge #ai #machinelearning

6

3

13 min read

Kaggle Benchmarking Challenge Submission

Vereos∞

Sep 29

Hindsight-Free Temporal Evidence Eligibility

#devchallenge #kagglechallenge #ai #machinelearning

4 min read

Kaggle Benchmarking Challenge Submission

imokokok

Sep 26

A Paused AI Workflow: Retry, Resume, or Keep Holding?

#devchallenge #kagglechallenge #ai #machinelearning

4 min read

Kaggle Benchmarking Challenge Submission

Suyash Magar

Sep 26

10 Real Airflow Incidents, 5 AI Models — Which One Handled Production Best?

#devchallenge #kagglechallenge #ai #machinelearning

2

4 min read

Kaggle Benchmarking Challenge Submission

Sean233

Oct 1

When a Fact Is Retracted, Can an AI Keep What Still Holds?

#devchallenge #kagglechallenge #ai #machinelearning

18 min read

Kaggle Benchmarking Challenge Submission

十方空烬 · Ember ☄️

Oct 1

Valid JSON is not enough: testing bilingual patch contracts on Kaggle

#devchallenge #kagglechallenge #ai #machinelearning

4 min read

kagglechallenge

Kaggle Benchmarking Challenge Submission

Pierre-Laurent Medori

Oct 1

Smaller models often read URLs like Python, not like fetch(). I benchmarked where the API key leaks

#devchallenge #kagglechallenge #machinelearning #ai

8

2

10 min read

Stratos

Sep 25

Only What I Asked

#kagglechallenge #ai

3 min read

Kaggle Benchmarking Challenge Submission

Apollon Labs

Sep 30

When LLMs don't know a Greek word, they make one up

#kagglechallenge #ai #llm #nlp

5 min read

Kaggle Benchmarking Challenge Submission

Kanak Waradkar

Oct 2

I Surveyed 123 People in India to Benchmark Frontier AI

#devchallenge #kagglechallenge #ai #machinelearning

26

5 min read

Kaggle Benchmarking Challenge Submission

yongchan kwon (nuckdrip)

Sep 26

When a Failed Request Must Stay Failed: Reservation Replay

#kagglechallenge #devchallenge #ai #machinelearning

1

2

5 min read

sean campbell

Oct 1

Day 1: Most of My Bugs Looked Like Model Behaviour

#devchallenge #kagglechallenge #ai #machinelearning

5 min read

Kaggle Benchmarking Challenge Submission

Mzeeshan127

Oct 2

Can GPT-5.4 mini handle least-privilege cloud incidents? A 16-case benchmark

#devchallenge #kagglechallenge #ai #machinelearning

2

2 min read

DEV Community

LLM Epistemic Robustness and Adversarial Benchmarking

Promise Is Not Payment: Verification Errors That Amount Accuracy Misses

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

ToolTrap: a prompt rule helped, but 7 of 10 models still repeated fake details on new cases

The Cheapest, Fastest Model Is the Best Security Reviewer. I Tested 8 to Find Out.

The explanation was right. The policy ID was wrong.

I Benchmarked 10 AI Models to Reconstruct Real Cyber Attacks

Hindsight-Free Temporal Evidence Eligibility

A Paused AI Workflow: Retry, Resume, or Keep Holding?

10 Real Airflow Incidents, 5 AI Models — Which One Handled Production Best?

When a Fact Is Retracted, Can an AI Keep What Still Holds?

Valid JSON is not enough: testing bilingual patch contracts on Kaggle

kagglechallenge

Smaller models often read URLs like Python, not like fetch(). I benchmarked where the API key leaks

Only What I Asked

When LLMs don't know a Greek word, they make one up

I Surveyed 123 People in India to Benchmark Frontier AI

When a Failed Request Must Stay Failed: Reservation Replay

Day 1: Most of My Bugs Looked Like Model Behaviour

Can GPT-5.4 mini handle least-privilege cloud incidents? A 16-case benchmark