AI

AI scaling myths

Scaling will run out. The question is when.

AI safety is not a model property

Trying to make an AI model that can’t be misused is like trying to make a comput...

Are open foundation models actually more risky than clo...

A policy brief on open foundation models

Scientists should use AI as a tool, not an oracle

How AI hype leads to flawed research that fuels more hype

A safe harbor for AI evaluation and red teaming

An argument for legal and technical safe harbors for AI safety and trustworthine...

Observability in LLMOps: Different Levels of Scale

Observability is invaluable in LLMOps. Whether we’re talking about pretraining o...

How to Migrate From MLflow to Neptune

MLflow is a framework widely used for its experiment-tracking capabilities, but ...

Reinforcement Learning From Human Feedback (RLHF) For LLMs

Reinforcement Learning from Human Feedback (RLHF) has turned out to be the key t...

LLM Observability: Fundamentals, Practices, and Tools

Large Language Models (LLMs) have become the driving force behind AI-powered app...

Introducing Redesigned Navigation, Run Groups, Reports,...

We’ve been working on these improvements for quite some time, so it’s exciting t...

LLM For Structured Data

It is estimated that 80% to 90% of the data worldwide is unstructured. However, ...

3 Takes on End-to-End For the MLOps Stack: Was It Worth...

As machine learning (ML) drives innovation across industries, organizations seek...

How Transparent Are Foundation Model Developers?

Introducing the Foundation Model Transparency Index

ML/AI Platform Build vs Buy Decision: What Factors to C...

An ML/AI platform provides a coherent collection of tools and frameworks to buil...

Strategies For Effective Prompt Engineering

When I first delved into machine learning, prompt engineering seemed like a nich...

Adversarial Machine Learning: Defense Strategies

The growing prevalence of ML models in business-critical applications results in...

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