LLMs Give You Power User Abilities

How I use AI

LLMs in everyday life and work

Your Laptop Isn’t Ready for LLMs. That’s About to Change

The quest to run large AI models locally on an individual's machine are driving the biggest change in laptop architecture in decades.

LLMs as Robot Arms

How to deliver value by rearchitecting knowledge pipelines around AI constraints.

AI Agents: Key Concepts and How They Overcome LLM Limitations

An AI agent is an autonomous software entity that is often used to augment a large language model. Here's what developers need to know.

Lincoln Michel on Twitter / X

This was my read on AI from the beginning and it proved very true. Whatever hypothetical benefits LLMs have (and they have some), their main use is to waste everyone's time wading through slop. Longer colleague powerpoints. More spam emails. More slop clogging up all the systems. https://t.co/2gtGfqf7KF— Lincoln Michel (@TheLincoln) September 21, 2026

Mesh-LLM/mesh-llm

Distributed AI/LLM for the people. Share compute privately or publicly to power your agents and chat.

MemGPT: Towards LLMs as Operating Systems

Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.

Extensible Software in the age of LLMs | Jeremy Morrell

Solid core + capability-based sandboxes + LLMs = Users with superpowers

Guardian Angels: LLM Personalization for Productivity and Security

I propose an approach for highly personalized LLMs, for near-future productivity gains and personal info/cybersecurity against increasingly powerful LLMs: they should, in the spirit of uploading, try to emulate the user’s values and preferences in order to amplify the principal—not replace them. I discuss a package of techniques and proposals to accomplish such ‘guardian angels’; dynamic evaluation of LLMs combined with active learning and elicitation and heavy inner-monologue search/data-augmentation.

LLM Daydreaming

Proposal & discussion of how default mode networks for LLMs are an example of missing capabilities for search and novelty in contemporary AI systems.

I’m Tired of Talking About AI

I don’t want to talk about LLMs anymore.

Stevens: a hackable AI assistant using a single SQLite table and a handful of cron jobs

There’s a lot of hype these days around patterns for building with AI. Agents, memory, RAG, assistants—so many buzzwords! But the reality is, you don’t need fancy techniques or libraries to build useful personal tools with LLMs.

Building LLMs is probably not going be a brilliant business

The Netscapes of AI

LLM-generated skills work, if you generate them afterwards

LLM “skills” are a short explanatory prompt for a particular task, typically bundled with helper scripts. A recent paper showed that while skills are useful to LLMs, LLM-authored skills are not. From the abstract:

Artificial

An LLM is a computer program. We should talk about it like a computer program.

Artificial

An LLM is a computer program. We should talk about it like a computer program.