TLDR 2023-12-22

APPLE DEVELOPS BREAKTHROUGH METHOD FOR RUNNING LLMS ON IPHONES

Apple researchers have made a key breakthrough in deploying large language models on Apple devices with limited memory by using an innovative flash memory utilization technique. The method uses windowing and row-column bundling to minimize data transfer and maximize flash memory throughput. It allows AI models to run up to five times faster on standard processors and up to 25 times faster on graphics processors. The technology sets the stage for iPhones to run complex AI assistants on-device.

GOOGLE MIGHT ALREADY BE REPLACING SOME AD SALES JOBS WITH AI

Google is restructuring its Ads business because of its new AI tools. The tools remove the need for a lot of work, increasing ad revenue profit margins. A growing number of advertisers are adopting Google's AI tools, eliminating the need for employees who specialize in selling ads for particular Google services. Details about the reorganization are expected to be announced next month.

MEET THE PHOLED THAT IS TRANSFORMING DISPLAYS

Blue phosphorescent OLED (PHOLED) materials will soon become commercially available. PHOLEDs are potentially 100% efficient and don't generate heat. Red and green PHOLEDs have been around for a while, but creating blue PHOLEDs has been a challenge. Blue PHOLEDs will mean a more balanced pixel structure for displays, which could result in higher-resolution displays in the future. A switch to blue PHOLEDs will lead to an approximate 25% gain in efficiency and the reduced heat generation should increase the lifetime of all surrounding electronics. Samsung will most likely be the first company to deploy PHOLEDs.

CANCER-FIGHTING CAR-T CELLS COULD BE MADE INSIDE BODY WITH VIRAL INJECTION

CAR-T treatment involves removing T cells from a patient, engineering them to target cancer cells, and reintroducing them to the patient's body. It has yielded dramatic recoveries from advanced forms of some blood cancers, but the technology is out of reach for many people due to its cost and difficulty. A new study suggests that the treatment can be administered through an injection of a virus that infects T cells. There are plans to request authorization from the US FDA next year to begin human trials of the technology.

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TINYZERO

tinyzero allows anyone to easily train AlphaZero-like agents in any environment. AlphaZero is a program developed by DeepMind for mastering games like chess, shogi, and go.

WAKU

Waku is a minimal React framework that supports React Server Components (RSCs). RSCs allow developers to render UI components on the server, improving performance and enabling server-side features. Waku provides a minimal API that allows for multiple feature implementations to make it easier to build new features. While using RSCs is optional, it is highly recommended for improved user and developer experiences.

MIDJOURNEY V6 IS HERE WITH IN-IMAGE TEXT AND COMPLETELY OVERHAULED PROMPTING

Midjourney V6 has been released in alpha. The update drastically improves image quality and gives the model the ability to generate legible text within images. It also comes with an entirely new prompting method that is much more sensitive and much better at understanding users. Users will likely have to relearn how to prompt if they are accustomed to Midjourney V5 prompting. Examples of images generated with the new model are available in the article.

WHAT I WISH SOMEONE HAD TOLD ME

This blog post contains a list of things Sam Altman wishes someone had told him. The advice covers topics related to work and running a business. It includes tips such as being careful about setting incentives, spending more time recruiting, iterating quickly, and evaluating people on their net impact on the performance of the organization.

38% OF VCS DISAPPEARED FROM DEALMAKING IN 2023

2,725 fewer firms made two or more deals in the first three quarters of 2023 compared to the same period last year.

THE HYPERLOOP IS DEAD FOR REAL THIS TIME

Hyperloop One is selling off its assets, laying off remaining workers, and preparing to shut down by the end of 2023.

PATHWAY

Pathway is a framework for high-throughput and low-latency real-time data processing that can create Python code that seamlessly combines batch processing, streaming, and real-time APIs for LLM apps.

DISCOVERY IS THE ORIGINAL SIN OF THE MODERN AGE

BEEPER SAYS IT’S DONE TRYING TO BRING IMESSAGE TO ANDROID AFTER MONTH-LONG ‘CAT AND MOUSE’ GAME WITH APPLE

Beeper has no plans to continue making iMessage work on Android if Apple decides to knock down its latest workaround.

THE YEAR IN COMPUTER SCIENCE

Artificial intelligence dominated popular culture in 2023, but there were many other advances in computer science and important pieces of individual progress.

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