Blog Posts | Joshua Berkowitz

7 Articles

transformers ×

PaTH Attention: The Next Leap in Context-Aware Language Models

Large language models have transformed artificial intelligence, powering everything from chatbots to automated code generation. Yet, even the most advanced models often struggle to follow evolving sta...

AI research context awareness large language models machine learning PaTH Attention position encoding reasoning transformers

Dec 19, 2025

0 1276

News

Inside the Transformers v5 Release From HuggingFace

Hugging Face's Transformers library just reached a pivotal moment with the v5.0.0rc0 release, its first major version upgrade in five years. With over 800 commits, this release introduces sweeping cha...

api changes huggingface new models quantization release notes tokenization trainer transformers

Dec 7, 2025

0 28743

News

Astrocytes as Memory Powerhouses: Rethinking How the Brain Stores Information

For decades, neuroscientists have believed that memories reside primarily in the connections between neurons specifically in the synaptic weights that determine how strongly one neuron influences anot...

artificial intelligence astrocytes brain research computational neuroscience dense associative memory glial cells memory neuroscience synaptic plasticity transformers

Nov 4, 2025

0 2167

Papers

Few-Shot Learning Revolutionizes Time-Series Forecasting: Inside Google's TimesFM-ICF

Google’s latest AI breakthrough in time-series forecasting proposes a system that instantly adapts to new challenges with only a handful of examples provided. For industries such as retail, energy, an...

AI research business analytics few-shot learning forecasting foundation models machine learning time-series transformers

Sep 25, 2025

0 30877

News

Accelerating Transformers: GPT-OSS-Inspired Advances in Hugging Face

Transformers are evolving fast and Hugging Face is leading the charge with new optimizations inspired by OpenAI's GPT-OSS models . If you're working with large language models, recent upgrades in the ...

GPT-OSS Hugging Face model optimization NLP parallelism quantization transformers

Sep 13, 2025

0 8712

News

WhoFi: Person Identification with Wi-Fi Signals and Deep Learning

In the pervasive landscape of modern surveillance and smart environments, the ability to accurately identify and track individuals across different locations and times, a task known as Person Re-Ident...

biometrics CSI data deep learning person identification privacy transformers Wi-Fi sensing

Aug 7, 2025

0 14729

Papers

Kumo AI’s Relational Foundation Model: The Next Step in Enterprise Prediction

Generative AI and large language models (LLMs) have revolutionized how businesses approach summarization and reasoning. However, when it’s time to forecast outcomes like customer churn or fraud, tradi...

AI prediction enterprise AI foundation models machine learning relational data transformers zero-shot learning

Jul 5, 2025

0 7931

News

Our latest content

Check out what's new !

See all

Ads

Prompt Maker Image Generator

Struggling with the perfect AI image prompt? My free app helps you generate brilliant ideas and instantly creates an image to match. Go from concept to creation in two clicks!

Most Popular Articles

Check out what the hot topics are!

See all

Every shirt tells a story—and every story

#ClothingForACause