From the Collective
Thought leadership and updates on AI safety evaluation for mental health systems.
We Already Ran This Experiment, and the Government Lost
Secretary Lutnick's letter is the complete inversion of Trump's executive order. Lutnick's export control ruling is capability-as-contraband in its purest, most undiluted form. Claude Mythos’ model itself is what is being interdicted at the border. The temptation the conduct-based approach was built to resist has now been surrendered to completely, and America and her allies have been made less safe in the process. Reversing the US' AI governance priorities is not refining anything and may in fact be making everyone less safe.
Calcium Is Not In Heaven: Notes On Refusal Solvency In Claude Opus 4.7
How Baskin Robbins Theology and AI Recursion Actually Teach AI Researchers About Refusal Thresholds For Frontier AI Models.
Welcome to From the Collective
We're launching a blog to share our thinking on AI safety evaluation, the technology's harm potential, and the regulatory landscape.