ok chat i've made a reasoning LLM benchmark that can't be saturated (inspired by AidanBench), what models should I test?

currently I test on 200 easiest tasks solvable with pen and paper in seconds but the problem is NP complete and the number of tasks is…

[content warning: exercise] I hate mindfulness. Hate it, hate it, hate it. The ten minutes I spend meditating is easily the least pleasant ten minutes of my day. Unfortunately, I am also a borderli…

Critical severity (9.3) Improper Authorization in next | CVE-2025-29927

DAAUUUMMMM! Deep Seek R1 - 4bit on a single Mac Studio 512gb.

18.26 Tokens per second with MLX.

Took over a minute to load the model but I sped that up. Generation was great!

thanks @awnihannun mlx is the future.

Portable handheld standoff Raman spectrometer from Pendar.
First time seeing one that could do it from this far.

13 things I would have told myself before building an autorouter 🧵

I’ve spent about a year working on an autorouter for tscircuit (an open-source electronics CAD kernel written in Typescript). If I could go back a year, these are the 13 things I would tell…

AI systems have attained superhuman performance across various domains. If the hidden
knowledge encoded in these highly capable systems can be leve...

The canonical deep learning approach for learning requires computing a gradient term at each block by back-propagating the error signal from the output towards each learnable parameter. Given the...

Let’s fix these pesky Transformer outliers using Softmax One and QuietAttention.

EPFL researchers have developed a flexible auditory brainstem implant (ABI) that closely conforms to the curved surface of the brainstem. The technology has been successfully demonstrated high-resolution “prosthetic hearing” in macaques.

HiddenLayer’s latest research uncovers a universal prompt injection bypass impacting GPT-4, Claude, Gemini, and more, exposing major LLM security gaps.

Chemputation reframes synthesis as the programmable execution of reaction code on a universally re-configurable hardware graph. Here we prove that a chemputer equipped with a finite, but...

We interact with computers on an everyday basis, be it in everyday life or work, and many aspects of work can be done entirely with access to a computer and the Internet. At the same time, thanks...

In large language model (LLM) pretraining, data quality is believed to determine model quality. In this paper, we re-examine the notion of "quality" from the perspective of pre- and post-training...

Following on from the previous video at https://www.youtube.com/watch?v=cyyR7j2ChCI, I now attempt to formalize a different proof of the same assertion using the large language models Claude 3.4 Sonnet and o4-mini-high, after giving them the informal and…

We introduce the first method for translating text embeddings from one vector space to another without any paired data, encoders, or predefined sets of matches. Our unsupervised approach...