AI's make mistakes. Can we learn from them? Yes! 
Irena Cronin and I write this newsletter every week.   AI mistakes, whether they reveal hidden biases, generate unexpected creative outputs, or highlight anomalies in data, can serve as valuable learning tools for humans.

I'm evolving my thinking about privacy. Each of us has stuff that we don't want to "leak" into models. Intellectual property. Personal mental illness issues. Finances and investments. So how will we protect it all? A variety of new ways, but the biggest is to run models locally

What is ephemeral intelligence? 
Irena Cronin and I cover this in our newsletter this week, which makes on AI themes.   Ephemeral intelligence refers to short lived AI agents designed to perform a single task with minimal context and then delete themselves completely. They

DADOS Lightning+ continues to get much faster and more predictable for real-time workloads, which matters as data volumes grow and agents become more complex, multi-step and autonomous. In a new 24-hour benchmark, Lightning+ processed about 215.3M queries over 24 hours with a

Your AI might form a labor union. Or get you a better job in the future. For our free newsletter this week, we cover synthetic unions: AI agents bargaining on behalf of workers. 
Irena Cronin and I write this newsletter every week.   Synthetic unions are labor organizations

You compartmentalize your emotions, why not your AI?   Emotionally partitioned AI agents are single AI systems that switch between different personas for regulators, customers, and internal teams, adjusting tone, priorities, and emotional style to match each audience. This

Excited to announce that Manus has joined Meta to help us build amazing AI products! The Manus team in Singapore are world class at exploring the capability overhang of today’s models to scaffold powerful agents. Looking forward to working with you, Red Xiao!

A @waymo predicts the future. It predicts where that bicycle rider will be in a few seconds, then makes its plan accordingly. What if you had an AI that could predict your next move? That's the topic Irena Cronin and I wrote about in our newsletter this week. Personal time

For our free newsletter this week, we cover AI for strategic forgetting: systems that decide what organizations should unknow. 
Irena Cronin and I write this newsletter every week.   AI for strategic forgetting is software that looks through an organization’s data, documents,

unaligned.io/p/memory-shape… Long horizon AI uses historical data and simulated futures to guide zoning, transit, and housing over decades, potentially making cities more resilient and fair while also risking technocratic control, baked-in bias, and weaker democratic oversight.

AI for memory shaped cities: when long horizon AI starts designing urban life. Our cities soon will be planned out using AI. 
Irena Cronin and I write this newsletter every week.   Long horizon AI uses historical data and simulated futures to guide zoning, transit, and housing

Will our courts have AI witnesses?   AI witnesses are AI systems that turn logs and sensor data such as car crash records, phone traces, building access logs, and video into a timeline and reconstruction that can influence court cases and arbitration. Supporters see faster,

For our free newsletter this week, we talk about the tech phenomenon moltbook. 
Irena Cronin and I write this newsletter every week.   Moltbook is a forum style social network where AI assistants, not people, can post, reply, and share reusable “skills,” letting automation

For our free newsletter this week, we talk about the significance of World Models. 
Irena Cronin and I write this newsletter every week.   World Models are AI systems that learn how an environment changes over time so an agent can predict what happens next and plan actions,

For our free newsletter this week, we talk about why LLMs won’t led to Artificial General Intelligence (AGI). 
Irena Cronin and I write this newsletter every week.   LLMs alone are unlikely to lead to AGI. They primarily predict text and can imitate planning and reasoning

Given the Anthropic vs. Pentagon divorce last week, we dig into AI surveillance in the United States. 
Irena Cronin and I write this newsletter every week.   AI surveillance in the United States is rapidly scaling because AI makes it easy to search video, track locations

Good morning. Congrats to Ben Parr and Matt Schlicht for selling moltbook to Meta. Known them for decades, great to see good people win. That gives Meta a new advertising distribution method. For our free newsletter this week, we focus on the growing pressure on AI companies to

Physical AI: AI moving into Factories and Robotics. 
Irena Cronin and I write this free newsletter every week.   AI has been moving beyond chatbots and software tools into factories, robots, and industrial systems, where success depends on safe, reliable real-world performance.

AI safety has entered the cybersecurity era. 
Irena Cronin and I write this newsletter every week.   AI safety is becoming a cybersecurity issue because advanced AI can now help both defenders and attackers, making the risks more immediate and practical. As AI systems become

A new divide appears. For our free newsletter this week, we discuss how the AI industry is moving toward a new divide, open sourcing enough to spread influence while reserving their strongest models to preserve their strategic edge. 
Irena Cronin and I write this newsletter