







By Ljubisa Bajic Many believe AI is the real deal. In narrow domains, it already surpasses human performance. Used well, it is an unprecedented amplifier of human ingenuity and productivity. Its widespread adoption is hindered by two key barriers: high latency and astronomical cost. Interactions with language models lag far...
LukeW | Common AI Product Issues
At this point, almost every software domain has launched or explored AI features. Despite the wide range of use cases, most of these implementations have been t...

What AI is Really For - Christopher Butler
After three years of immersion in AI, I have come to a relatively simple conclusion: it’s a useful technology that is very likely overhyped to the
The case against conversational interfaces
Conversational interfaces are a bit of a meme. Every couple of years a shiny new AI development emerges and people in tech go "This is it! The next computing paradigm is here! We'll only use natural language going forward!". But then nothing actually changes and we continue using computers the way w

AI Is a Waste of Time
The newest AI tools are accelerating basic research and scaring the general public. But many people are simply using them as toys.

Ryan Singer on Twitter / X
Tools like Cursor hint at where AI-driven user interfaces are going. Chat is only 10%. Most of the output (and UI) is a domain-specific representation of the state of the work.In the case of AI coding, 90% of what you're looking at and thinking about is the IDE, the diffs, the… pic.twitter.com/z0nTUx4WnM— Ryan Singer (@rjs) June 13, 2025

AI as a Tool for the Mental Load | Brittany Ellich | Offprint
AI didn't make me faster at tasks. It took over the tracking, the invisible remembering that runs a household, and gave me back creative energy I forgot I had

How we use AI at Stalwart
It is difficult to have a conversation about software in 2026 without AI showing up in it. Two years ago the interesting question was…
AI Agents Will Become the New UI, and Apps Take a Backseat
For decades, screens, keyboards, and structured applications have shaped our relationship with technology. People learned how to interact with computers

Why Cognition bought Poke: AI personality is becoming a competitive advantage | TechCrunch
The acquisition brings Poke’s conversational style and interaction model to Cognition’s coding agent Devin, reflecting a growing belief that how AI assistants interact with users is as important as the models powering them.

AI is teaching us to speak like bots, and it’s a problem - Fast Company
AI is creeping into our everyday conversations, making us less patient and teaching us to 'prompt' others instead of talking to them.


Introducing interaction models | Thinking Machines Lab
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...

Interaction Models: A Scalable Approach to Human-AI Collaboration
Interaction models move beyond turn-based AI interfaces by handling multimodal, real-time collaboration natively across audio, video, and text.