Researchers Reveal LLMs' Mathematical Reasoning Limitations, Highlighting Need for Robust Evaluation in Production
11 days ago
Researchers reveal LLMs' mathematical reasoning limitations, highlighting the need for robust evaluation in production.
Zyphra Releases Zamba2-7B: A Hybrid SSM-Attention Model Outperforming Current 7B Leaders
11 days ago
Zyphra has unveiled Zamba2-7B, a 7 billion parameter language model that combines Mamba2 blocks with shared attention layers. This open-source model surpasses other leading models in the ≤8B parameter range, including Mistral-7B, Gemma-7B, and Llama3-8B, in both quality and inference speed. The Zamb
Adobe Introduces Firefly Video Model, Enabling AI-Generated Video Creation in Premiere Pro
11 days ago
Adobe introduces Firefly Video Model, enabling AI-generated video creation in Premiere Pro.
Rhymes AI Releases Aria: Open-Source Multimodal MoE Model Outperforming Models 7x Its Size
11 days ago
Rhymes AI releases Aria: open-source multimodal MoE model outperforming models 7x its size.
Researchers develop system cat's eye-inspired vision for autonomous robotics
11 days ago
Researchers have unveiled a vision system inspired by feline eyes to enhance object detection in various lighting conditions. Featuring a unique shape and reflective surface, the system reduces glare in bright environments and boosts sensitivity in low-light scenarios. By filtering unnecessary detai
Researchers develop system cat's eye-inspired vision for autonomous robotics
11 days ago
Researchers have unveiled a vision system inspired by feline eyes to enhance object detection in various lighting conditions. Featuring a unique shape and reflective surface, the system reduces glare in bright environments and boosts sensitivity in low-light scenarios. By filtering unnecessary detai
Researchers develop system cat's eye-inspired vision for autonomous robotics
11 days ago
Researchers have unveiled a vision system inspired by feline eyes to enhance object detection in various lighting conditions. Featuring a unique shape and reflective surface, the system reduces glare in bright environments and boosts sensitivity in low-light scenarios. By filtering unnecessary detai
Researchers develop system cat's eye-inspired vision for autonomous robotics
11 days ago
Researchers have unveiled a vision system inspired by feline eyes to enhance object detection in various lighting conditions. Featuring a unique shape and reflective surface, the system reduces glare in bright environments and boosts sensitivity in low-light scenarios. By filtering unnecessary detai
Uber's Real-Time Data Infrastructure
11 days ago
Uber's real-time data infrastructure is a cornerstone of its business operations, processing massive amounts of data every day. From drivers and riders to restaurants and back-end systems, Uber collects petabytes of data to power important features such as customer incentives, fraud detection, and p
Tutorial: Build a RAG AI Application with external contextual data in 3 days
11 days ago
There are two parts to building any gen-AI application: Context ingestion & retrieval and Taking action based on that context. Most AI companies are racing to build a knowledge copilot to solve that first problem. Building an AI copilot/feature that ingests, stores, and retrieves contextual data fro
Startups Squeeze Room-Size Optical Atomic Clocks Into a Briefcase
11 days ago
Walking into
Jun Ye
’s
lab
at the
University of Colorado Boulder
is a bit like walking into an electronic jungle. There are wires strung across the ceiling that hang down to the floor. Right in the middle of the room are four hefty steel tables with metal panels above them extending all th
Startups Squeeze Room-Size Optical Atomic Clocks Into a Briefcase
11 days ago
Walking into
Jun Ye
’s
lab
at the
University of Colorado Boulder
is a bit like walking into an electronic jungle. There are wires strung across the ceiling that hang down to the floor. Right in the middle of the room are four hefty steel tables with metal panels above them extending all th
Startups Squeeze Room-Size Optical Atomic Clocks Into a Briefcase
11 days ago
Walking into
Jun Ye
’s
lab
at the
University of Colorado Boulder
is a bit like walking into an electronic jungle. There are wires strung across the ceiling that hang down to the floor. Right in the middle of the room are four hefty steel tables with metal panels above them extending all th
Startups Squeeze Room-Size Optical Atomic Clocks Into a Briefcase
11 days ago
Walking into
Jun Ye
’s
lab
at the
University of Colorado Boulder
is a bit like walking into an electronic jungle. There are wires strung across the ceiling that hang down to the floor. Right in the middle of the room are four hefty steel tables with metal panels above them extending all th
In the land of venture capital, not all dollars are created equally. Though every bill possesses the same lineny texture, coveted color, and sensitive etching, each is bestowed with a distinctive gravity originating from its giver. Which is to say that receiving a $10 million investment from Founder
Brought to you by Mercury
11 days ago
If Jony Ive built a banking* experience… I think it would look a lot like Mercury. The Generalist has been a Mercury customer for years, and I’m constantly awed by the platform’s beauty, thoughtfulness, and power. It’s become a core part of how we run our business and is probably the only banking pr
Microsoft may have an Audio-to-Image Generator in the Works
11 days ago
Microsoft has filed a patent for an AI system that converts live audio into images using LLMs. The system aims to enhance communication by generating real-time images from audio streams. If developed, it could be integrated into Microsoft Teams via Copilot.
Adobe Announced Video Models
11 days ago
Adobe announced the expansion of its Firefly family of creative generative AI models to video during the Adobe MAX conference.
OpenAI Appoints International Expansion Boss
11 days ago
OpenAI has appointed Oliver Jay to lead international expansion, focusing on AI strategy and operations. The company announced a new APAC office in Singapore and is developing local language datasets. The o1 model, which utilizes 'chain of thought' techniques, is aimed at enhancing AI accuracy.
10B Distributed Training Run
11 days ago
Decentralized training of language models is the process of using heterogeneous and non-co-located hardware to train a single model. This is traditionally challenging due to the high cost of memory transfers. This work improves on the state-of-the-art algorithms for highly distributed training.
Vision-Language Segmentation
11 days ago
OneRef introduces a streamlined framework for referring segmentation by unifying visual and language feature spaces into a single transformer.
Motion Prediction with SmartPretrain
11 days ago
SmartPretrain introduces a flexible, model-agnostic, and dataset-agnostic self-supervised learning framework for improving motion prediction in autonomous vehicles.
UVA - An Introduction to Group Equivariant Deep Learning
11 days ago
Study resources for learning more about deep learning techniques over certain types of geometric data in the face of architectural constraints.
Diffusion Model Simulating CS:GO
11 days ago
An open replication of a diffusion model that simulates the visuals of a video game while taking keyboard and mouse controls as input.
Improving LLM Preference Alignment with Reward-Aware Learning
11 days ago
This study tackles the limitations of current alignment algorithms in LLMs, which often overfit to relative preferences and overlook the quality of responses. By introducing reward-conditioned LLM policies, the authors propose a novel data relabeling technique that factors in response quality, helpi