Apr 22, 2024

• Programming Is Mostly Thinking (2014)
  Programming involves significantly more thinking and decision-making than actual coding, with the physical act of typing constituting a minor fraction of the overall effort.

• Meta Horizon OS
  Meta introduces Horizon OS, a new operating system for mixed reality devices, aiming to create a unified platform for both developers and users.

• Llama-3 may have just killed proprietary AI models
  Meta's Llama-3 is rapidly closing the gap with proprietary AI models, showing competitive performance against GPT-4 and surpassing other models like Gemini 1.5 and Claude Sonnet, as evidenced by benchmarks and rankings on platforms like Artificial Analysis and LMSYS Chatbot Arena Leaderboard.

• Amazon grows to over 750k robots, replacing 100k humans
  Amazon's rapid advancement in robotics has led to the deployment of over 750,000 robots, working alongside its 1.5 million employees, marking a decrease of over 100,000 human workers since 2021.

• Penzai: JAX research toolkit for building, editing, and visualizing neural nets
  Penzai is a JAX library designed for post-training model manipulation, offering tools for reverse-engineering, model surgery, and more, enhancing research flexibility and model understanding.

• Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding
  Adaptive N-gram Parallel Decoding (ANPD) introduces a lossless method to accelerate Large Language Models (LLMs) by generating multiple tokens simultaneously, preserving the model's original output integrity.

• A24's New AI-Generated 'Civil War' Ads Generate Controversy
  A24's AI-generated posters for 'Civil War' have sparked controversy due to their depiction of postapocalyptic scenes in major U.S. cities, scenes that do not actually occur in the film, raising concerns about misleading marketing.

• Why isn't GNN in high demand in industry?
  Graph Neural Networks (GNNs) are not widely sought after in industry roles due to their computational demands and the complexity of preprocessing data into graph formats.

• AI for Data Journalism: demonstrating what we can do with this stuff
  Simon Willison presented at the Story Discovery at Scale conference, showcasing 12 live demos on how Large Language Models (LLMs) can be utilized in data journalism, including tools for haiku generation from images, AI-assisted SQL queries, and semantic search with embeddings.

• A visual deep dive into Tesla’s data engine as pioneered by Andrej Karpathy.
  Tesla employs "trigger classifiers" to identify specific instances where its machine learning models falter, facilitating targeted data collection to enhance model performance.

• Apple has reportedly acquired Datakalab
  Apple has acquired Datakalab, a French startup specializing in AI compression and computer vision technology, enhancing its capabilities in these areas.

• Parquet-WASM: Rust-based WebAssembly bindings to read and write Parquet data
  parquet-wasm offers WebAssembly bindings for converting between Apache Parquet and Apache Arrow formats, leveraging Rust's parquet and arrow crates, designed to work with JavaScript Arrow implementations.

• Intel Gaudi 3 the New 128GB HBM2e AI Chip in the Wild
  Intel Gaudi 3, a 128GB HBM2e AI chip, marks a significant leap over its predecessor, Gaudi 2, featuring eight HBM2e stacks and 1.835PFLOPS of FP8 compute across 64 tensor processor cores and 8 matrix math engines.

• Gitlab Duo
  GitLab Duo Chat, now generally available, enhances developer efficiency by offering AI-powered features across all phases of the software development lifecycle, including planning, coding, testing, and deployment.

• Espressif Acquires Majority Stake in M5Stack
  Espressif Systems acquires a majority stake in M5Stack, aiming to enhance the AIoT ecosystem by integrating M5Stack's modular, open-source platform with Espressif's technology.