TL;DR summary of stories on the internet
MotherDuck introduces Differential Storage, a new solution extending DuckDB to operate as a collaborative data warehouse. This innovation allows for efficient data sharing, zero-copy clone, snapshots, branching, and time travel. Differential Storage solves scalability issues by providing a copy-on-write storage solution. By representing the database state as a series of immutable snapshot layer files, MotherDuck […]
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Deterministic simulation testing, popularized by the FoundationDB team, is now considered the gold standard for testing mission critical software. FoundationDB’s success with deterministic simulation testing has set a high bar for reliability and correctness in distributed databases, with WarpStream and TigerBeetle following suit. WarpStream, a unique database system, leverages object storage for improved performance and […]
On March 12, 2024, we are introducing new flexibility for developers distributing apps in the EU, including the option to distribute apps directly from their own website. Developers who agree to the Alternative Terms Addendum for Apps in the EU will now have the option to utilize alternative app marketplaces. Additionally, when directing users to […]
Meta is investing in their AI future with two 24k GPU clusters for extracting high throughput and reliability. They use open compute and open source tools like Grand Teton, OpenRack, and PyTorch. Marking one step towards their ambitious infrastructure roadmap, Meta aims to have 350,000 NVIDIA H100 GPUs by 2024. With a focus on building […]
The content discusses a famous blockprint by Hokusai depicting sawyers working on timber, highlighting the tool used called “Front Pull Large Saw.” The article emphasizes the unique design and advantages of this specialized saw, including its bi-metal construction and ability to be operated by a single craftsman. Despite the hard work required, the author shares […]
The author explores the transition from GitHub runners to self-hosted runners, highlighting the flexibility and potential drawbacks of the latter option. The web content emphasizes the need for caution as free tier policies are subject to change. The process of setting up self-hosted runners is detailed, including the challenges of duplicate setups for different repositories […]
OpenPlotter is a versatile tool kit for small and medium-length boats, offering a range of features including a chart plotter with OpenCPN, weather display with XyGrib, NMEA 0183 and 2000 connectivity, Seatalk1 integration, Signal K support, an access point for data sharing, headless operation with mobile device access, customizable dashboards, AIS capabilities, compass data with […]
Transformer Debugger (TDB) is a tool by OpenAI’s Superalignment team that uses interpretability techniques and sparse autoencoders to investigate small language models’ behaviors. TDB allows for quick exploration without coding, intervening in the forward pass to observe behavior changes. It can answer questions like why a model outputs one token over another or why a […]
In their recent work, Carlini et al. introduce a groundbreaking model-stealing attack that can extract detailed information from black-box language models like OpenAI’s ChatGPT or Google’s PaLM-2. They demonstrate that for a mere $20, they were able to extract the entire projection matrix of OpenAI’s Ada and Babbage models, revealing hidden dimensions of 1024 and […]
React Print is a new way to build high-quality, unstyled PDF documents using React and TypeScript. It allows for easy use with complete layout control, integration of dynamic data, and a collection of components and templates. The platform challenges outdated methods like docx and latex, offering freedom through open-source usage. The goal is to modernize […]