DEV Community

Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
GRPO doesn't remove the reward model. It removes the critic.

GRPO doesn't remove the reward model. It removes the critic.

2
Comments 1
3 min read
Benchmarking Free AI Models for Outdoor Adventure Generation

Kaggle Benchmarking Challenge Submission

Benchmarking Free AI Models for Outdoor Adventure Generation

Comments 2
2 min read
PennyWise Economic Decisions: Benchmarking Frontier LLMs on Financial Reasoning Efficiency

Kaggle Benchmarking Challenge Submission

PennyWise Economic Decisions: Benchmarking Frontier LLMs on Financial Reasoning Efficiency

Comments 2
2 min read
Three models aced my Korean prize benchmark. That is the lesson.

Kaggle Benchmarking Challenge Submission

Three models aced my Korean prize benchmark. That is the lesson.

Comments 2
2 min read
bge-reranker Truncates at 512 Tokens: 31% of My Chunks Got Cut

bge-reranker Truncates at 512 Tokens: 31% of My Chunks Got Cut

1
Comments 4
7 min read
Every Dependency Is a Promise Your System Has to Keep

Every Dependency Is a Promise Your System Has to Keep

Comments
3 min read
I ported my coding-agent benchmark to Kaggle, and the first bugs I found were mine

Kaggle Benchmarking Challenge Submission

I ported my coding-agent benchmark to Kaggle, and the first bugs I found were mine

Comments 1
7 min read
My Near-Perfect R2 Was Fake: Debugging a Speed and Distance Model

My Near-Perfect R2 Was Fake: Debugging a Speed and Distance Model

1
Comments 2
2 min read
A local ElevenLabs alternative with 30k stars, and the licence trap in its default engine

A local ElevenLabs alternative with 30k stars, and the licence trap in its default engine

Comments
2 min read
Why "Remove Background" Is the Wrong Mental Model for Video

Why "Remove Background" Is the Wrong Mental Model for Video

Comments
3 min read
Confidence-Gated AI: When Should a Model Refuse to Auto-Correct?

Confidence-Gated AI: When Should a Model Refuse to Auto-Correct?

Comments
10 min read
RoboVerity: Benchmarking AI Models on Robotics Safety Decisions

RoboVerity: Benchmarking AI Models on Robotics Safety Decisions

1
Comments 1
3 min read
Python Reliability Benchmark: Testing AI Models Beyond Correct Answers

Python Reliability Benchmark: Testing AI Models Beyond Correct Answers

Comments 1
2 min read
OpenAI Fired Its Safety Staff, Then Cited Its Auditors

OpenAI Fired Its Safety Staff, Then Cited Its Auditors

Comments 3
10 min read
A 4B Model Beat Postgres by 81 Percent: What a $1,200 Training Run Means for Philippine AI

A 4B Model Beat Postgres by 81 Percent: What a $1,200 Training Run Means for Philippine AI

Comments
6 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.