TLDR AI 2023-10-24
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01HEADLINES & LAUNCHES
INTRODUCING THE FOUNDATION MODEL TRANSPARENCY INDEX
02RESEARCH & INNOVATION
EVALUATING CHATTING ABILITIES OF LLMS IN MULTI-TURN DIALOGUES
This study assesses the ability of large language models (LLMs) to engage in human-like multi-turn conversations.
SALMONN: THE AI MODEL TUNED TO UNDERSTAND THE WORLD OF SOUND
This paper introduces SALMONN, a unique AI model that combines text understanding with the ability to process various audio inputs, from speech to music. Not only does SALMONN perform well in trained audio tasks like speech recognition, it also shows impressive emergent skills like translating speech into untrained languages.
03ENGINEERING & RESOURCES
MAKE A FINE-TUNE.JSONL PROGRAMMATICALLY
A NEW APPROACH TO LIDAR PANOPTIC SEGMENTATION
This project presents a novel detection-centric network for lidar panoptic segmentation (LPS) and tracking, moving away from the traditional segmentation-focused methods.
IMPROVING OBJECT LOCALIZATION WITH A NEW METHOD
Weakly supervised object localization helps find objects using only simple picture labels. The new Background Activation Suppression (BAS) method does this better by focusing on important parts of a picture and ignoring the rest, showing amazing results on several datasets.
04MISCELLANEOUS
HOLLY ELMORE AND ROB MILES DIALOGUE ON AI SAFETY ADVOCACY
EVERY APP THAT ADDS AI LOOKS LIKE THIS
YOU DO?
05QUICK LINKS
OPENAGENTS, PLUGINS BUT OPEN
Framework for writing language model plugins that gives you full control.