AI Safety - cflamant

Tagged "AI safety"

The Bicameral Model

May 11, 2026 | 17 min read | technical

Two frozen language models wired together through a small trainable interface on their hidden states, so they can share their thinking as it happens instead of trading text.

Recent Posts

Jun 24
Outguessing a Riffle Shuffle

The folklore says seven riffle shuffles are enough to randomize a deck of cards. I trained a small transformer to guess the next card after k shuffles, gave it the deck's starting order, and let it watch every card as it was dealt. One shuffle is wildly predictable; the edge shrinks fast, but a faint, statistically real signal survives all the way out to eleven shuffles.
Mar 25
Semantic Similarity Using Sentence Transformers

Sentence transformers help us identify similar sentences based on their content, topic, and implicit meaning. In this post we compare BERT and all-mpnet-base-v2, a sentence transformer that is much better suited for producing sentence embeddings that can be compared using cosine similarity.
Mar 27
LeetCode Trees

A package to provide a convenient way to manually input binary trees using LeetCode's level order traversal with None-path-termination serialization format. Also, a function to print binary trees to the terminal as ASCII characters.
Jan 24
Symmetry and Physics

Many articles on physics nowadays mention symmetry—supersymmetry, symmetry breaking, symmetry groups, gauge symmetries, CPT symmetry. The term is truly everywhere. In fact, Nobel Laureate Phil Anderson once remarked, "it is only slightly overstating the case to say that physics is the study of symmetry." For the uninitiated, it is not so obvious what symmetry has to do with physics—however, there are many accessible examples of symmetry at work, perfect for getting a feel for its beautiful ties to the physical world.
Dec 12
3D Pose Reconstruction

From a single picture of a person, this application creates a three-dimensional figure with the same pose.

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