TLDR Index
TLDR AI

TLDR AI 2024-05-14

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01GENERAL

Sponsored

SELLING TO ENTERPRISES

What do high-growth AI companies like Perplexity, Jasper, Cursor, and Copy.ai have in common?

workos.comSponsor

02HEADLINES & LAUNCHES

OPENAI'S NEW MODEL

OpenAI has announced a new model called GPT-4o (o is for omni) that is a natively multimodal model, with superior performance to GPT-4 on text and state-of-the-art performance on a variety of modalities. It also announced a new desktop app, a near real-time audio interface, and a variety of improved reasoning features.

links.tldrnewsletter.com12 min read

IBM OPEN SOURCES THE GRANITE CODE MODELS

IBM is releasing its Granite code models, which range from 3 to 34 billion parameters and cover a variety of programming tasks, to the open-source community to facilitate easier and more efficient coding across numerous platforms.

research.ibm.com6 min read

03RESEARCH & INNOVATION

SCENE GRAPH GENERATION WITH TRANSFORMERS

Researchers have developed a new method for creating scene graphs, making it faster and more efficient. Their transformer-based technique focuses on improving the way the model understands and connects different elements in an image, leading to better performance on challenging tasks.

arxiv.org18 min read

TEXT-IMAGE COMPOSITION AND COMPREHENSION

InternLM-XComposer2 is a vision-language model that excels in creating and understanding complex text-image content. It introduces a Partial LoRA approach for a balanced vision and text comprehension, outperforming existing models in multimodal content creation and understanding.

arxiv.org11 min read

04ENGINEERING & RESOURCES

Sponsored

WHAT A RESPONSIBLE APPROACH TO GENAI LOOKS LIKE

For enterprises, there's a lot on the line [11] with genAI. It has immense potential for new revenue, cost savings, and improved products; but there are many risks and unknowns that need to be mitigated to avoid disaster. This white paper by Domino [11] covers toolsets, processes, and actionable steps to get started with

domino.aiSponsor

PIPECAT

A framework for building voice (and multimodal) conversational agents.

github.comGitHub repository

EXPANDED MRI SCAN CAPABILITIES

MRSegmentator is a new tool designed to enhance MRI scan segmentation, effectively identifying 40 different organs and structures across the abdominal, pelvic, and thorax regions.

github.comGitHub repository

AN IMPROVED LONG-TERM FORECASTER

The Time-Evidence Fusion Network (TEFN) is a novel deep learning model designed to enhance long-term time series forecasting. It combines information fusion and evidence theory, utilizing a specialized module to improve prediction accuracy and stability.

github.comGitHub repository

05MISCELLANEOUS

WEBLLAMA

A model designed to browse the web and answer questions accordingly. This could be used to synthesize a high-quality pretraining dataset or perform research that requires querying information from a web page.

github.comGitHub repository

LARGE LANGUAGE MODELS AS RESEARCH ASSISTANTS

AI tools like GPT-4 are increasingly assisting and even outperforming academics in tasks like writing research papers. Liang et al. found up to 18% of papers in some fields are AI-assisted. This integration of AI could create a loop where software both generates and reviews academic publications. However, the impact on scientific progress is nuanced - it could potentially enable more productivity but there is also a risk of a phase where more is produced with less understanding.

lemire.me4 min read