







Subquadratic is a frontier AI research and infrastructure company building a new class of LLMs.
Introducing SubQ: The First Fully Subquadratic LLM
Subquadratic is a frontier AI research and infrastructure company building a new class of LLMs.

Introducing SubQ 1.1 Small
Subquadratic is a frontier AI research and infrastructure company building a new class of LLMs.

Infer Vancouver: AI Engineering Meetup
Vancouver's meetup for tactics, techniques, and lessons learned in LLM and AI engineering.

State of AI 2025: 100T Token LLM Usage Study | OpenRouter
Read OpenRouter's 2025 State of AI report — an empirical 100 trillion token study of real LLM usage, model trends, and developer insights.
LukeW | Rethinking Networking for the AI/ML Era
In her AI Speaker Series presentation at Sutter Hill Ventures, Google Distinguished Engineer Nandita Dukkipati explained how AI/ML workloads have completely bro...

Brandon Stewart on Twitter / X
1/ New @Nature! We study how powerful institutions shape the information environment for LLMs. Commercial LLM training is opaque, so we trace a path from state-coordinated media -> training data -> model responses. pic.twitter.com/5LdFvzbFaf— Brandon Stewart (@b_m_stewart) May 13, 2026

One year as an AI Engineer: The 5 biggest misconceptions about LLM reliability I've encountered
535 votes, 59 comments. After spending a year building evaluation frameworks and debugging production LLM systems, I've noticed the same…
LLM Knowledge Bases
A visual breakdown of Andrej Karpathy's approach to building personal knowledge bases powered by LLMs. Learn the 4-phase pipeline: ingest, compile, query, and maintain - with an interactive architecture diagram.

ImportAI 449: LLMs training other LLMs; 72B distributed training run; computer vision is harder than generative text
Will AI cause a political interregnum

Dan Shipper 📧 on Twitter / X
this is true and is a big reason why you don’t need to be a highly technical researcher to use LLMs in surprising and novel ways https://t.co/TuxNzXzToU— Dan Shipper 📧 (@danshipper) July 27, 2025
The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities (Version 1.0)

Understanding Reasoning LLMs
Methods and Strategies for Building and Refining Reasoning Models

B. Scot Rousse: "Language, Technology, & Care"
A startup claims it broke through a bottleneck that’s holding back LLMs
Subquadratic has now shared more details about its new model. But some are still skeptical.

why I am AI sober
on walking away from AI and how you can mirror similar boundaries with big tech.
