Article
30
Sarthak Malhotra
zarmalhotra
AI & ML interests
None yet
Recent Activity
reacted
to
ZennyKenny's
post
with 🔥
about 11 hours ago
When I heard the Reasoning Dataset Competition deadline was extended to 9 May, I knew I had time to get in one more entry. 🔥🔥🔥
With the rise of Vibe Coding, and the potential risks that are introduced by humans letting LLMs build their apps for them, lots of people are (rightfully) concerned about the safety of the code that is hitting prod.
In response to that, I'm happy to present my final submission to the Reasoning Dataset Competition and attempt to start benchmarking the ability of LLMs to identify unsafe and / or exploitable code by way of the CoSa (Code Safety) benchmark: https://huggingface.co/datasets/ZennyKenny/cosa-benchmark-dataset
Currently a curated set of 200 examples, calibrated on OpenAI's standard issue models (GPT-4.1, o4 mini, and GPT-3.5 Turbo) as "baseline performance" (70% decile). Check it out and drop a ❤️ if you think it could be useful or hit the Community section with suggestions / critiques.
new activity
4 days ago
reasoning-datasets-competition/README:Competition Lobby
updated
a Space
4 days ago
reasoning-datasets-competition/README
Organizations
Articles
1
models
0
None public yet
datasets
0
None public yet