Google's ChatGPT Code Red 🚨, Twitter's financials 💰, Custom Diffusion AI 🖼️

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Big Tech & Startups

ChatGPT and Other Chat Bots Are a ‘Code Red’ for Google Search (8 minute read)

Chat bots like ChatGPT have led Google's management to declare a 'code red'. Google already has a chat bot that could rival ChatGPT called LaMDA. Deploying a chat bot to answer queries could be an issue for Google as it would be much harder for the company to serve up ads in a chat format. Chat bots are also known to generate false, toxic, or biased information at times, so they are currently not able to be used reliably.

Kuo: Apple to Cancel or Postpone 2024 iPhone SE 4 (2 minute read)

Apple analyst Ming-Chi Kuo says that Apple will cancel or postpone mass production for the 2024 iPhone SE 4. The decision was made due to consistently lower than expected shipments of middle tier and lower-end devices. Apple's current design for the iPhone SE 4 will require higher costs and selling prices. The device was rumored to have an all-display design with a 6.1-inch screen and a notch at the top similar to the current iPhone 14 models.

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Science & Futuristic Technology

Israeli scientists derive male and female cells from same person for first time (6 minute read)

Researchers at Jerusalem’s Hadassah University Medical Center have created human male and female cells with the same genetic code from the same person. There are no genetically identical twins in nature where one is a male and the other is a female. The technique creates stem cells that only differ in sex chromosomes. It could lead to new discoveries in the study of sex differences.

Artificial intelligence and the rise of optical computing (9 minute read)

Optical computers can do many calculations at the same time while using less power than traditional computers. Analog optical computers excel at linear algebra, making them ideal for machine learning applications. The technology to make optical neural networks is now commercially viable. This could enable low power devices to perform deep-learning operations without having to transfer potentially sensitive data elsewhere.

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Programming, Design & Data Science

Cadl (GitHub Repo)

Cadl is a language for describing cloud service APIs. It can generate other API description languages, client and server code, documentation, and other assets. Cadl can describe API shapes common among REST, OpenAPI, GraphQL, gRPC, and other protocols. It promotes API designs that adhere to best practices.

Custom Diffusion (GitHub Repo)

Custom Diffusion allows users to fine-tune text-to-image diffusion models using a few images of a new concept. It can merge two fine-tuned models using optimization. Custom Diffusion is fast as it only fine-tunes a subset of model parameters. Examples of images produced with Custom Diffusion are available.

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Miscellaneous

ChatGPT is closing out 2022 with a bang, but what’s next? (5 minute read)

OpenAI is set to release GPT-4 in early 2023. The company will not publish a paper about the model. This Twitter thread makes predictions about what the model will be capable of. GPT-4 will be trained on more dialogue data, proprietary signals from Bing's index, and feedback data from ChatGPT. Users should expect longer context windows and the model should be more helpful and have less harmful outputs.

Elon Musk blames Twitter cost cuts on “$3 billion negative cash flow” (3 minute read)

Elon Musk claims that Twitter would have faced a negative cash flow situation of $3 billion a year if he had not implemented cost-cutting efforts. Twitter was on course to spend $5 billion in 2023, but it is only on track to make about $3 billion in revenue. Musk says the changes he made will help the company roughly hit cash flow break-even. He will step down as Twitter CEO as soon as a replacement is found.

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Quick Links

$100 for your holiday shopping (Sponsor)

If you take a demo with Divvy’s all-in-one expense management platform this holiday season, you’ll get $100 to put towards your holiday shopping. Book a demo to claim your gift card (terms apply)

Tesla said to be conducting a fresh round of layoffs next quarter (1 minute read)

Tesla will conduct a new round of layoffs and freeze hiring across the board in the first quarter of 2023.

WhisperX (GitHub Repo)

WhisperX refines the timestamps of OpenAI's Whisper Automatic Speech Recognition model using forced alignment with phoneme-based ASR models.

Spinout Playbook (1 hour read)

The Spinout Playbook was created to help aspiring scientist founders make sense of the process of transferring intellectual property from academia to a startup.

Learn Prompting (Website)

This site contains a course on Prompt Engineering, a particularly important skill now with many of the recent advances in AI.

Here's how much money Google estimates Microsoft's cloud business is actually losing (4 minute read)

Google estimates that Microsoft Azure is ending the 2022 fiscal year with an operating loss of almost $3 billion.

Portable Secret (4 minute read)

Portable Secret allows users to send encrypted data over insecure channels and store sensitive information in insecure locations.

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Hadassah University Medical Center negative cash flow situation other API description languages one expense management platform TLDR Daily Update machine learning applications cloud service APIs two finetuned models longer context windows optical neural networks less harmful outputs Image Diffusion Models low power devices Analog optical computers same genetic code Other Chat Bots Data Science Cadl

Google's ChatGPT Code Red 🚨, Twitter's financials 💰, Custom Diffusion AI 🖼️

Daily Update 2022-12-22

Big Tech & Startups

Science & Futuristic Technology

Programming, Design & Data Science

Miscellaneous

Quick Links

Key phrases

Older messages

Google in-video Search 🔍, OpenAI's 3D art AI 🎨, WordPress launches SQLite beta 👨‍💻

Meta CTO's manifesto 🌎, Apple's search engine team 🔎, OpenAI API examples 👨‍💻

SpaceX Starlink cell service 🛰️, Apple's new monitors 🖥️, under the hood of GitHub Copilot 👨‍💻

Apple will allow other app stores 📱, Meta cuts perks 💸 , nuclear fusion breakthrough explained 💡

Moderna's cancer vaccine 💉, Tesla embraces gaming 🎮, developers' proudest hacks 👨‍💻

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