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AI Limitations
Does the UK’s liver transplant matching algorithm systemati…
Seemingly minor technical decisions can have life-or-death effects...
Partially rewriting an LLM in natural language
Using interpretations of SAE latents to simulate activations....
Thinking About Research Ideas vs. Technology
In this article, I want to share some thoughts on the difference between research ideas and technology, particularly in machine learning. This distinc...
HELM Safety: Towards Standardized Safety Evaluations of Lan…
*Work done while at Stanford CRFM...
Machine Learning Research
Understanding Multimodal LLMs
An introduction to the main techniques and latest models...
39 Lessons on Building ML Systems, Scaling, Execution, and …
ML systems, production & scaling, execution & collaboration, building for users, conference etiquette....
AI Essays
Writing as a Way of Thinking
by <a href="https:...
Wearable ultrasound tech for muscle monitoring opens new po…
Researchers have developed a compact, wearable ultrasound device that monitors muscle activity. Attachable to the skin with an adhesive and powered by...
Third-party evaluation to identify risks in LLMs’ training …
An overview of the minetester and preliminary work...
Deep Learning Framework
What's new in TensorFlow 2.18
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVyX9h9jqUfN0LpVCwPg0iWNd4XDkKWd5hL7Wn9CwGLBZ5NyrEFTHHXu6yCxCaLL2szdaQMCkDuRdV4-J...
uOttawa at LegalLens-2024: Transformer-based Classification…
Our training utilizes the spaCy pipeline configured with a transformer model and a transition-based parser for NER tasks. The deberta-v3-base model ha...
AlignEval: Building an App to Make Evals Easy, Fun, and Aut…
Look at and label your data, build and evaluate your LLM-evaluator, and optimize it against your labels....
Distill Your LLMs and Surpass Their Performance
In her presentation at InfoQ Dev Summit, Ines Montani provided the audience with practical solutions for using the latest state-of-the-art models in r...
Non-electric touchpad takes sensor technology to extreme co…
Researchers have developed the world's first soft touchpad that can sense the force, area and location of contact without electricity. The device util...
New method of flexing on electronics
If a phone or other electronic device was made of soft materials, how would that change its use? Would it be more durable? If hospital health monitori...
AI Trends Analysis
Knowledge Copilots redux: it is all about the context
Knowledge graphs and RAG...
Data Science
Generating Distinct AI Voice Performances By Prompt Enginee…
“You are an expert voice actor specializing in silly voices.”...
Serverless custom NLP with LLMs, Modal and Prodigy
In this blog post, we’ll show you how you can go from an idea and little data to a fully custom information extraction model using Prodigy and Modal,...