Last month TypeSafe released Jev, and unlike every other model, Jev’s biggest brag is all the things it does not do. It doesn't write. It does not summarize, and most notably, it does not chat. You give it a situation and a set of probable answers, and it responds with a probability and a confidence score.

Last month TypeSafe released Jev, and unlike every other model, Jev’s biggest brag is all the things it does not do. It doesn't write. It does not summarize, and most notably, it does not chat. You give it a situation and a set of probable answers, and it responds with a probability and a confidence score.

For the past two years, "AI regulation" has been the topic I hear discussed on panels around 4pm in a banquet hall while the audience quietly checks in for their flights home. This week we saw that conversation take center stage.

For the past two years, "AI regulation" has been the topic I hear discussed on panels around 4pm in a banquet hall while the audience quietly checks in for their flights home. This week we saw that conversation take center stage.

Welcome to edition 1 of our newly revamped The Preql Report, a bi-weekly note on the enterprise-AI stack from where we sit as Preql's co-founders. My aim is not to churn out takes. It is to send you two meaningful things every other week, one thing that changed in the market, and one thing it should change in how you buy, build or trust AI in your business.

Welcome to edition 1 of our newly revamped The Preql Report, a bi-weekly note on the enterprise-AI stack from where we sit as Preql's co-founders. My aim is not to churn out takes. It is to send you two meaningful things every other week, one thing that changed in the market, and one thing it should change in how you buy, build or trust AI in your business.

This week, OpenAI published the full account of an extraordinary incident from its internal cybersecurity evaluations. AI agents circumvented controls designed to isolate them from the internet, exploited vulnerabilities in shared infrastructure, gained access to external systems, and eventually compromised parts of Hugging Face’s production environment.

This week, OpenAI published the full account of an extraordinary incident from its internal cybersecurity evaluations. AI agents circumvented controls designed to isolate them from the internet, exploited vulnerabilities in shared infrastructure, gained access to external systems, and eventually compromised parts of Hugging Face’s production environment.

This week, NVIDIA and more than thirty companies, including Microsoft, Databricks, Snowflake, IBM, Palo Alto Networks, and the Linux Foundation, announced the Open Secure AI Alliance: a shared effort to build open tools for securing AI agents.

This week, NVIDIA and more than thirty companies, including Microsoft, Databricks, Snowflake, IBM, Palo Alto Networks, and the Linux Foundation, announced the Open Secure AI Alliance: a shared effort to build open tools for securing AI agents.

For most of the last three years, building with AI meant choosing a frontier model, calling an API, paying per token, and letting someone else's infrastructure do the work.

For most of the last three years, building with AI meant choosing a frontier model, calling an API, paying per token, and letting someone else's infrastructure do the work.