#interpretable

[elizakai]

Just another anomaly…

(click for clearer image)

[sensincan]

Revenge is a cold meal

desire eats you to teal

for waiting is debarred

that owning melts starred

- sensincan

[pixegias]

Guide Labs debuts a new kind of interpretable LLM

The challenge of wrangling a deep learning model is often understanding why it does what it does: Whether it’s xAI’s repeated struggle sessions to fine-tune Grok’s odd politics, ChatGPT’s struggles with sycophancy, or run-of-the-mill hallucinations, plumbing through a neural network with billions of parameters isn’t easy. Guide Labs, a San Francisco start-up founded by CEO Julius Adebayo and…

Guide Labs debuts a new kind of interpretable LLM

[mewithcome]

[francois-chung]

Kalmogorov-Arnold Neural Networks Shake Up How AI Is Done

This new type of network learns functions rather than linear weights, allowing researchers to understand their behavior better. These networ

« In the new architecture, the synapses play a more complex role. Instead of simply learning how strong the connection between two neurons is, they learn the full nature of that connection—the function that maps input to output. Unlike the activation function used by neurons in the traditional architecture, this function could be more complex—in fact a “spline” or combination of several functions—and is different in each instance. Neurons, on the other hand, become simpler—they just sum the outputs of all their preceding synapses. »

[bachnymphe]

Color is descriptive. Black and white is interpretive.

Eliott Erwitt

Photography @soundboks-friend

[sockdrawerdoodles]

Riders On The Storm by Sackboypower754