TLDR

TLDR 2025-08-26

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01GENERAL

Sponsored

Bugs sneak out when less than 80% of user flows are tested before shipping. However, getting that kind of coverage (and staying there) is hard and pricey for any team.

qawolf.comSponsor

02BIG TECH & STARTUPS

NVIDIA'S NEW ‘ROBOT BRAIN' GOES ON SALE FOR $3,499 AS COMPANY TARGETS ROBOTICS FOR GROWTH

Nvidia's Jetson AGX Thor robotics chip module is now on sale for $3,499 as a developer kit. The first kits will ship next month. The chips will allow customers to create robots that run generative AI models. They can also be used for self-driving cars. The Jetson Thor chips are based on Nvidia's Blackwell graphics processor, which is also used in the company's current generation of AI chips and chips for computer games.

cnbc.com3 min read

GOOGLE WILL BLOCK SIDELOADING OF UNVERIFIED ANDROID APPS STARTING NEXT YEAR

Google has announced plans to begin verifying the identities of all Android app developers, no matter where they offer their content. Apps without verification will stop working on most Android devices in the coming years. The company plans to create a streamlined Android Developer Console that devs can use if they plan to distribute apps outside of the Play Store. Google won't check the content or functionality of apps outside of the Play Store.

arstechnica.com5 min read

03SCIENCE & FUTURISTIC TECHNOLOGY

ULTRARAM SCALED FOR VOLUME PRODUCTION

UltraRAM promises DRAM-like speeds, 4,000x the durability of NAND, and data retention for up to a thousand years. Quinas Technology and IQE have successfully developed a scalable process for producing UltraRAM. The companies are now weighing pilot production with various foundries and other collaborators.

tomshardware.com4 min read

BUILDING ULTRA CHEAP ENERGY STORAGE FOR SOLAR PV

Standard Thermal is a company that aims to make energy from solar PV available at all times at a price that is competitive with US natural gas. The company's technology works by storing energy as heat in large piles of dirt. Electric heating elements embedded in the dirt convert electricity to heat, and pipes carrying fluid remove the heat to supply customers. The capital cost is comparable to natural gas storage at less than $0.10 per kilowatt-hour thermal and a thousand times cheaper than batteries. Standard Thermal's system can provide hundreds of megawatts of thermal demand as long as land is available.

austinvernon.site32 min read

04PROGRAMMING, DESIGN & DATA SCIENCE

WICKED PYTHON TRICKERY - DYNAMICALLY PATCH A PYTHON FUNCTION'S SOURCE CODE AT RUNTIME

It's possible to dynamically change a function's source code at run time in Python using the compile and exec functions. This technique enables developers to build more flexible AI bots that can generate and execute code with access to the current environment. However, it also raises some serious security concerns. This post walks readers through how the technique works and the real security concerns with using the approach.

ericmjl.github.io17 min read

PREDICTION-ENCODED PIXELS

Prediction-Encoded Pixels is a format specifically designed for low-color pixel art. It uses 'Prediction by Partial Matching, Order-2' compression, which is able to compress packed-palette-indices smaller than GIF, PNG, and QOI. It's two to 10 times slower than GIF/PNG/QOI, depending on the image, but it often compresses images 20% to 50% smaller than GIF/PNG, and multiple times smaller than QOI. The format is still in an experimental phase.

github.comGitHub repository

05MISCELLANEOUS

PREDICTING OUR OWN DEMISE

Prediction markets don't provide better predictions about the future. The best, most efficient financial markets have standardized products, many participants, low transaction costs, and heterogeneous participants. Prediction markets lack participants with heterogeneous risk preferences. It's also possible for participants to manipulate some outcomes. Prediction markets are bad market design, and they induce bad incentives, so we should put the genie back in the box while there's still time.

reducibleerrors.com13 min read

INSIDE INTEL'S TRICKY DANCE WITH TRUMP

President Donald Trump told Lip-Bu Tan, Intel's chief executive, to step down five months into his tenure because of his past ties to the Chinese military. Tan eventually smoothed things over with Trump, but at a cost: in return for his support, the administration converted nearly $9 billion in grants promised to Intel as part of the 2022 Chips Act into a 10% equity stake in the company. The US government is now Intel's biggest shareholder. Tan still needs to resolve core business challenges to get Intel back on track. Without new commitments from customers, converting government grants to stock will only leave the company in a worse financial shape by diluting shareholders.

links.tldrnewsletter.com15 min read