TLDR AI 2023-02-16

BING AI IS UNHINGED

HUMAN WRITER OR AI? SCHOLARS BUILD A DETECTION TOOL

WRITEGPT IS YOUR EVERYDAY WRITING ASSISTANT

writeGPT is designed to overcome unproductive browsing habits by plugging ChatGPT capabilities on any website and search engine while facilitating effective prompt engineering to read, write, rewrite, reply to emails, code, and research any content.

EVOLUTIONARY ALGORITHM DISCOVERS OPTIMIZER THAT OUTPERFORMS ADAM

Adam has been the workhorse for AI optimization since its release. Recent advances in AutoML from Google have shown that simpler mathematical functions might be discovered by computers for use by humans! This work is one such example where a simple optimizer was discovered that has a reduced memory footprint. It improves model performance up to 2% and works well at high batch sizes (e.g., Large Language Model training regime). There’s even code provided.

A UNIVERSAL GUIDANCE FOR DIFFUSION MODELS

ON ITS OWN? FINDINGS FROM A COMPREHENSIVE STUDY

The paper presents an empirical analysis of ChatGPT's ability to perform multiple natural language processing tasks without adaptation on downstream data. The authors evaluate ChatGPT on 20 NLP datasets and find that the model performs well on tasks that require reasoning but struggles with tasks like sequence tagging. The article includes in-depth analysis through qualitative case studies.

TRANSFORMER CATALOG

MCTX BY DEEPMIND

Mctx is an open-source version of the DeepMind programs AlphaZero, MuZero, and Gumbel MuZero.

FROM BING TO SYDNEY, SEARCH AS DISTRACTION, SENTIENT AI

AI DRUG DEVELOPMENT

AI is enabling the design of revolutionary new drugs previously thought to be impossible. Now, scientists have to test the effectiveness of these drugs.

CAN CHATGPT-LIKE GENERATIVE MODELS GUARANTEE FACTUAL ACCURACY?

MARIOGPT USES AI TO GENERATE ENDLESS SUPER MARIO LEVELS FOR FREE

AUDIOBOOK NARRATORS FEAR SPOTIFY USED THEIR VOICES TO TRAIN AI

AI PORN IS EASY TO MAKE NOW. FOR WOMEN, THAT’S A NIGHTMARE.

The Washington Post reports that 96% of all online deep fakes are pornographic. Generative AI, while fun and exciting, can pose a lot of risks and potential for abuse for women. How will regulators and lawmakers respond?

PRINCETON FACULTY DISCUSS CHATGPT IN THE CLASSROOM