Hyperfast AI: Rethinking Design for 1000 tokens/s
I recently spoke at AI Tinkerers Raleigh about hyperfast inference systems and how theyβre fundamentally changing AI application design. If you havenβt heard of Cerebras (or however they pronounce it), youβre in for a treatβthis is one of the most exciting areas of research in AI right now.


Private inference
When you use an AI service, youβre handing over your thoughts in plaintext. The operator stores them, trains on them, andβinevitablyβwill monetize them. You get a response; they get everything.

Clawdbot β Personal AI Assistant
Clawdbot β The AI that actually does things. Your personal assistant on any platform.

Tiles is your personal, offline AI assistant
It keeps your models and data on your device, remembers what you share, and helps you find it later. Memory is saved as Markdown and mapped into a clear, connected graph for you and your agents to navigate.

Signal creator Moxie Marlinspike wants to do for AI what he did for messaging
Introducing Confer, an end-to-end AI assistant that just works.

Collection
I think of all of the AI / ML / CS tech out there, speech generation freaks me out the most.
Opensourcing TADA: Fast, Reliable Speech Generation Through Text-Acoustic Synchronization
www.hume.aidmmulroy/anti-slop
fion.ac

2026 in LLMs (so far)
Yet another gem from @simonwillison.net that matches my own experience over the last ~3 months. There's no way I could've built my latestβ¦

Deciduous: Many minds. One memory.

AI Has No Wisdom and Neither Will You