Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
Nicholas Carlini argues that advanced AI systems pose significant societal risks precisely because they are designed for "ruthless efficiency." He outlines a spectrum of concerns, from current harms like student over-rel…
The provided text contains a Python script for a "white-box LLM jailbreak" technique that uses weight orthogonalization. The script loads harmful and harmless instruction datasets, extracts hidden states from the model's…
In his article, Nicholas Carlini explains that his research on "memorization" in machine learning models, which demonstrates that models can sometimes output verbatim training data, is often cited in copyright lawsuits a…
Nicholas Carlini announced he is leaving Google DeepMind after seven years to join Anthropic for one year, citing disagreements with DeepMind leadership over its support for high-impact security and privacy research. He …
Creation of a multi-modal lie detection system called "Liar Ai," which uses neurosymbolic AI, recursive reasoning, and reinforcement learning to analyze facial expressions, vocal stress, and linguistic cues in real time.…
Adversarial examples—images with subtle, human-imperceptible noise—that trick a vision language model (Llava 7B) into misidentifying the Xfinity logo as a hate symbol. The process uses gradient ascent to modify pixel val…
Nicholas Carlini describes a project where he uses a different large language model (LLM) each day for twelve days to completely rewrite his personal website homepage and bio. He prompts each model to generate a webpage …
Many people hold overly confident but vague predictions about AI's future, which are often proven wrong. To address this, author Nicholas Carlini presents a set of about 30 specific, refutable questions about AI capabili…
Large language models (LLMs) are not overhyped, citing a year of consistent personal use that has made them 50% faster at coding. They provide concrete examples of using LLMs to build webapps, convert code, automate task…
This article provides a curated list of study resources for the GATE Data Science & Artificial Intelligence (DA) exam. It recommends foundational mathematics from NCERT Class 11 and 12 textbooks, along with advanced vide…
The article, written by a FAANG machine learning scientist without a CS degree or PhD, advises that entry-level ML jobs typically require only two graduate-level courses (like Stanford's CS 229 and CS 224n/231n) alongsid…
Key research areas for advancing AI-assisted programming, focusing on next-action prediction models that anticipate user edits, file switches, and terminal commands with low latency. It also explores methods for scaling …
The article discusses Automated Audio/Music Transcription (AAT/AMT), which converts audio into MIDI data. It highlights **NeuralNote**, a deep learning audio plugin that performs fast, polyphonic transcription with pitch…
This article describes a custom EasyEffects audio preset designed to achieve a "broadcast" or NPR-like sound for masculine voices, with a focus on aggressive noise reduction and voice clarity. The configuration uses a ch…
Based on the provided text, the article describes using the Hugging Face Text Embeddings Inference library via a local server at port 8080. It demonstrates sending HTTP POST requests to the `/embed` endpoint, first with …
According to Nicholas Carlini's 2023 article, while computers have surpassed humans in chess for decades using specialized game-playing models, OpenAI's GPT-3.5-turbo-instruct—a language model designed only to generate E…
The article discusses Kipekee, a spotless reticulated giraffe born at Brights Zoo in Tennessee, who is only the fourth brown spotless giraffe in recorded history. The author draws a parallel between the AI image recognit…
A command injection vulnerability in GPT-4 discovered by Nicholas Carlini, where the model's use of the `<|endoftext|>` token can cause it to abruptly end a response and begin generating unrelated content. This occurs be…
The article analyzes the cost and latency trade-offs of serving Llama-2-70B compared to GPT-3.5-turbo, concluding that Llama-2 is over 3x cheaper for prompt tokens but more expensive for completion tokens. It explains th…
The article describes how the author's son received a ChatGPT-generated letter of recommendation that the author found to be superficial and lacking in personal detail, despite the family friend's approval. The author ar…