The Intelligence Age (6 minute read)
AI is poised to amplify human capabilities, enabling tasks that seem unimaginable today. Through deep learning and increased computational resources, AI will offer advancements like personal assistants, educational tutors, and healthcare advisors. The focus must remain on making AI accessible and mitigating its risks, paving the way for widespread prosperity in the Intelligence Age.
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Apple not investing in OpenAI after all, new report says (2 minute read)
Apple has opted out of investing in OpenAI's $6.5 billion funding round, leaving Microsoft and Nvidia as potential investors. Microsoft is reportedly expanding its investment in OpenAI by another $1 billion. Despite not investing, Apple and OpenAI are partnering to integrate ChatGPT into iOS 18.
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How AlphaChip transformed computer chip design (5 minute read)
AlphaChip is a reinforcement learning model that significantly accelerates and optimizes chip design processes. It generates superhuman chip layouts, currently used in Google's TPUs, in hours rather than weeks. This AI-driven method has broad applications, influencing both Google's hardware and external organizations like MediaTek.
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A Faster Successor to RNNs (36 minute read)
The Parallel Gated Network (PGN) is a novel architecture designed to overcome the limitations of traditional RNNs in handling long-term dependencies. It reduces the information propagation path and uses gated mechanisms to effectively capture historical and current time step information.
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Faster Image Super-Resolution (18 minute read)
DoSSR is a diffusion-based super-resolution model that enhances both performance and efficiency by leveraging pretrained diffusion models and starting the process with low-resolution images.
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Sound Event Detection (GitHub Repo)
This repository introduces the Prototype-based Masked Audio Model, which improves sound event detection by making better use of unlabeled data. This technique generates pseudo labels using a Gaussian mixture model to guide the training of a Transformer-based audio model.
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Developing a go bot embedding ichiban Prolog (5 minute read)
Ichiban Prolog was embedded into Hellabot, a Go-based IRC bot, to avoid recompilation for new triggers. This integration allows for dynamic Prolog code execution, enabling users to modify bot logic on-the-fly. Future improvements could reduce interpreter setup impact and move more logic into Prolog.
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Arcade AI raises 17M to transform commerce (1 minute read)
Arcade AI, a generative product company that launched this week, has announced funding from notable investors as it pushes to build its “prompt to product” system, which allows for the creation of products that are immediately purchasable.
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Thanks for reading,
Andrew Tan & Andrew Carr
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