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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.

2023.02.16
producthunt.com3 min readTLDR AI

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.

2023.02.16
arxiv.org45 min readTLDR AI

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.

2023.02.16
arxiv.org12 min readTLDR AI

2023.02.16
dicksonneoh.com4 min readTLDR AI

MCTX BY DEEPMIND

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

2023.02.16
github.comGitHub repositoryTLDR 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.

2023.02.16
archive.ph12 min readTLDR AI

2023.02.16
fortune.com3 min readTLDR AI

PROMPTABLE

Promptable is a library that enables users to build AI applications using LLMs, Embeddings providers, databases, and APIs. It offers a flexible and extensible API that makes it easy to compose LLMs with data and tools to quickly and easily create complex applications. Promptable can be used to create chatbots, writing apps, search apps, automations, assistants, and more.

2023.02.15
github.comGitHub repositoryTLDR

Sponsored

GIT GUD WITH INSIGHT FROM 20,000 DEVELOPERS

Adadot coaches good developers into becoming great. Get personalized recommendations that help you find and maintain momentum. Voted #1 Developer Tool of the Week on Product Hunt. Try Adadot free

2023.02.15
adadot.comSponsorTLDR

PROGRAMMING LANGUAGE

Graydon Hoare started designing Rust after the software in the elevator of his building crashed.

2023.02.15
archive.ph14 min readTLDR