Big Tech &
Tesla is testing new version of Solar Roof (v3.5)
Tesla is now testing version 3.5 of its Solar Roof in employees' homes. Scheduling of all Solar Roof installations in virtually all markets has been paused. Third-party roofing and solar companies can continue installing Solar Roofs. Tesla aims to resume installations in the fourth quarter. It is unclear what is new with the updated Solar Roof or when Tesla plans to launch the product.
Flying car 'Switchblade' with foldable wings and a retractable tail gets FAA approval (4 minute read)
The Switchblade is a flying sports car developed by Oregon-based company Samson Sky. It recently passed FAA safety tests and is now ready for market launch in the US. The car features foldable wings and a retractable tail. It is capable of flying at 16,000 feet while running on 91 octane gasoline and it can fit inside a garage. The estimated starting price for the flying car is $150,000. Many more details and renders of the vehicle are available in the article.
Scientists Just Detected the Oldest Dark Matter Ever Observed (3 minute read)
Scientists from Japan's Nagoya University claim to have discovered the oldest dark matter ever observed. Dark matter is one of the biggest unsolved mysteries in modern physics. It makes up around 85% of the total mass of the universe but it is extremely hard to detect. The dark matter discovered by the team was significantly less clumpy than predicted. More work still needs to be done to confirm the discovery.
Scientists revived organ cells in dead pigs (2 minute read)
Researchers from Yale University have revived cells in the organs of pigs that had been dead for an hour. The team achieved this by using a mixture of the pigs' blood and an artificial hemoglobin with a solution called OrganEx. OrganEx is designed to fight cell death while preventing a return to consciousness. The research could result in more viable organs for transplants and it could help limit damage to organs after serious heart attacks and strokes.
Programming, Design & Data Science
Weights and Biases (GitHub Repo)
Weights and Biases is a tool for visualizing and tracking machine learning experiments. It can quickly identify model regressions, capture dataset versions, and reproduce any model. Weights and Biases features simple integration with any framework, automated hyperparameter optimization, insight sharing, and much more.
FauxPilot (GitHub Repo)
FauxPilot is a locally hosted version of GitHub Copilot. It can be used with the official VSCode Copilot plugin. FauxPilot requires an Nvidia GPU with enough VRAM to run the model.
The Radical Scope of Tesla’s Data Hoard (5 minute read)
Tesla's innovations in data collection, analysis, and usage are transforming the automotive industry. This article is part of a series that examines what data Tesla vehicles collect, how the data is used, how it is accessed, and how it can be exploited. The article covers the hardware used to collect data and how the data is collected. There is no evidence that Tesla collects any data beyond what customers agree to in their terms of service.