TLDR Index
TLDR AI

TLDR AI 2023-11-07

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01HEADLINES & LAUNCHES

OPENAI DEV DAY RECAP

GPT-4 Turbo at a fraction of the cost with 128k context, custom GPTs, and vision in the API.

openai.com6 min read

XAI RELEASES PROMPTIDE

xAI has released PromptIDE, an integrated development environment for prompt engineering and interpretability research.

x.ai5 min read

30T OPEN DATASET RELEASED

Red Pajama v2 has been released. It is 2.5x larger than the dataset used to train GPT-4. There is no code data, but it does have multilingual data from 5 languages and covers an impressive breadth. Importantly, much of the deduplication work and some heuristic filtering has already been done.

together.ai6 min read

02RESEARCH & INNOVATION

ENHANCING ANOMALY DETECTION WITH DEPTH-AWARE TECH

The DADA system integrates 3D data with RGB images for superior surface anomaly detection, outperforming traditional methods in speed and accuracy without extensive training datasets.

arxiv.org16 min read

03ENGINEERING & RESOURCES

TOPICGPT: DISCOVERING TOPICS IN TEXT

TopicGPT revolutionizes topic modeling with LLMs, producing more relevant, interpretable topics and allowing for user-guided topic refinement.

github.comGitHub repository

DETECTING DEEP FAKES WITHOUT SEEING ANY

FACTOR applies fact-checking techniques to digital media, offering a novel, effective tool for detecting unprecedented deepfake attacks without prior training.

github.comGitHub repository

04MISCELLANEOUS

WILL GENERATIVE AI TRANSFORM BUSINESS?

Generative AI's increased sophistication has led to a rise in business applications, with Insider Intelligence predicting that 25% of US internet users will use it monthly by 2023. The technology's capacity to communicate in natural language has increased accessibility, extending its use beyond tech-savvy individuals. Although still in the early stages, businesses like Yext and numerous startups are already leveraging generative AI for various tasks such as marketing content generation, customer service, product design, and data analysis.

ft.com12 min read

PIXEL PERFECT: HOW AI UNLOCKS CREATIVITY

This post breaks down how AI, creators, and scaled distribution tactics like virality and community-led growth are generating huge momentum across these vectors.

digitalnative.tech14 min read