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WHY DON'T TECH COMPANIES PAY THEIR ENGINEERS TO STAY?

Tech companies should pay their engineers more, especially those with long tenures. Companies often fail to adequately compensate engineers for their accumulated expertise and impact, which leads to higher turnover and attrition. An impact-based compensation structure where salaries are determined by an individual's contribution to the company might be a better way to keep the best employees and pay them well.

2024.09.06
links.tldrnewsletter.com5 min readTLDR Web Dev

DEPLOYING RUST IN EXISTING FIRMWARE CODEBASES

Google has presented a practical approach to gradually introduce Rust into existing firmware codebases. The approach replaces new and high-risk code with Rust using drop-in Rust replacements for C functions. In this post, the Google team shows readers how to build Rust code in bare-metal environments, covering how to choose and port libraries, create custom targets, and integrate Rust panic handlers and allocators.

2024.09.06
security.googleblog.com14 min readTLDR Web Dev

GIVING C++ STD::REGEX A C MAKEOVER

This article shows how to wrap the C++ `std::regex` library in a clean C interface for use in C projects. This is done by creating a custom allocator that utilizes an arena-based memory management system, preventing the need for individual object deallocation and eliminating the use of `new` and `delete` within the C++ library. By doing this, the C++ regex library can be used without directly exposing its C++ objects to the C code while still benefiting from the existing functionality of `std::regex`.

2024.09.06
nullprogram.com8 min readTLDR Web Dev

TINYSTATUS

TinyStatus is a customizable status page generator that helps you easily monitor and display the health of your services.

2024.09.06
github.comGitHub repositoryTLDR Web Dev

NANITE WEBGPU

This is a WebGPU implementation of Nanite, a technology for rendering massive 3D scenes with high detail, that uses meshlet LOD, software rasterization, and billboard impostors.

2024.09.06
github.comGitHub repositoryTLDR Web Dev

LESSER KNOWN PARTS OF PYTHON STANDARD LIBRARY

This article explores lesser-known but still useful modules within the Python standard library, like advanced data structures, context managers, decimal and fraction handling, bytecode disassembling, statistical analysis, web browser opening, and packaging Python code into single-file applications.

2024.09.06
trickster.dev5 min readTLDR Web Dev

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2024.09.05
advertise.tldr.techSponsorTLDR

TESLA RELEASES 'ACTUALLY SMART SUMMON': FEATURES & VIDEOS

Tesla's FSD v12.5.3 features Actually Smart Summon, a type of summon available on vehicles without ultrasonic sensors. The update is currently going out to early-access customers. It is being rolled out to both AI4 and HW3 cars. Actually Smart Summon has greatly improved capabilities over its predecessor and uses end-to-end AI rather than relying on hand-coded features to control vehicles. The feature is expected to roll out to North America first before gradually rolling out to additional countries.

2024.09.05
notateslaapp.com6 min readTLDR

THE FIRST REVIEWS OF CHATGPT'S GOOGLE SEARCH RIVAL ARE HERE, AND THEY'RE A MIXED BAG

OpenAI's SearchGPT aims to rival Google Search by offering a new AI-driven approach to finding information online. It compiles its answers using data from Bing and other sources. Reports from early users say that the tool sometimes provides inaccurate or hallucinated information. The tool is not yet ready to challenge Google's dominance.

2024.09.05
androidauthority.com3 min readTLDR

INSIDE THE TENSE DECISION BETWEEN NASA AND BOEING TO SEND STARLINER HOME ALONE

NASA made the announcement that Boeing's Starliner would return uncrewed on August 24. Starliner is now scheduled to undock this Friday, with another window four days later if conditions are unfavorable. The decision took many weeks to make. While Boeing believed Starliner was capable of bringing back its crew, NASA was not comfortable with the idea due to uncertainty in the modeling. The astronauts will return home on a SpaceX Dragon vehicle in late February 2025 at the earliest.

2024.09.05
inverse.com4 min readTLDR

BOOM SUPERSONIC'S XB-1 PROTOTYPE ACES 2ND TEST FLIGHT

Boom Supersonic's XB-1 supersonic demonstrator aircraft flew for the second time ever on Monday. It reached an altitude of 10,400 feet and a speed of 277 mph during the 15 minute flight. The flight demonstrated landing gear being retracted and extended for the first time and tested a new digital stability augmentation system to improve handling. The company expects to achieve supersonic flight later this year.

2024.09.05
space.com2 min readTLDR

Sponsored

WHAT DATADOG LEARNED FROM 2.4BN CONTAINERS

Datadog researchers examined more than 2.4 billion containers [9] run by tens of thousands of customers. What are the most prominent patterns when it comes to container usage, security, and implementation? Download the full report here → 10 Insights On

2024.09.05
datadoghq.comSponsorTLDR

MEM0

Mem0 adds an intelligent memory layer to AI assistants and agents to enable personalized AI interactions. It remembers user preferences, adapts to individual needs, and continuously improves over time. Mem0 associates each memory with a unique identifier, allowing it to organize and access memories specific to an individual or context.

2024.09.05
github.comGitHub repositoryTLDR

THE /LLMS.TXT FILE

This page proposes a method to help large language models identify the most important information on websites and projects to provide to AI helpers. It suggests adding a /llms.txt file to let models learn more detailed information with context. The specification is open for community input.

2024.09.05
llmstxt.org11 min readTLDR

THE DAWN OF A NEW STARTUP ERA

Purely Internet-based startups are approaching a saturation point. A new breed of startups that are willing to take on a lot more tech risk are starting to supplant the currently dominant species. The new startup era coming up will be heavier on technology and have longer incubation periods and likely higher capital intensity to fund ultra-specialized research that won't be easily commoditized. Investors will need to be more comfortable with tech slides and do more scientific due diligence.

2024.09.05
giansegato.com31 min readTLDR

HACKING SALES AS AN INTROVERT

The sales process is just finding prospects, convincing them to talk to you, and getting them to buy. Sales is information theory and charisma can be systematized. Reaching out gives prospects more information - doing this well massively boosts the likelihood of success. Use questions as launch points to tell stories that portray what you want - this works because of how humans build rapport.

2024.09.05
shwin.co7 min readTLDR

PRINTING MONEY

This site shows how fast (or slow) money can move - it compares different levels of income and spending, from minimum wage to the US deficit increase.

2024.09.05
links.tldrnewsletter.comToolTLDR

HOW AI DISRUPTS TECH INVESTING

With AI, startups will need to raise less money and there will be less reason to go public.

2024.09.05
unchartedterritories.tomaspueyo.com23 min readTLDR

YOU.COM RAISES $50M SERIES B

You.com, a search engine, agent platform, and knowledge base company, has raised additional funds as it continues to grow.

2024.09.05
links.tldrnewsletter.com4 min readTLDR AI

SAKANA RAISES $100M SERIES A

The raise will allow Sakana to continue growing its compute capabilities, hire more researchers, and generally become a leading AI lab in Japan.

2024.09.05
sakana.ai6 min readTLDR AI

GOOGLE AI OVERVIEWS ROLLOUT HITS NEWS PUBLISHER SEARCH VISIBILITY

Google is now providing AI-written summaries for some news articles in its search results in the US and UK. Research indicates these AI Overviews are impacting publisher visibility, pushing original articles down the search rankings. This shift could necessitate significant changes in SEO strategies for maintaining traffic.

2024.09.05
pressgazette.co.uk5 min readTLDR AI

MICROSCOPY IMAGE ANALYSIS

Researchers have developed a new method using self-supervised learning and masked autoencoders that significantly improves the analysis of large-scale microscopy images.

2024.09.05
arxiv.org16 min readTLDR AI

MULTI-AGENT PATHFINDING

MAPF-GPT is a new learning-based approach to solving the challenging multi-agent pathfinding (MAPF) problem. The model uses imitation learning to navigate agents without needing additional communication, reward functions, or heuristics.

2024.09.05
github.comGitHub repositoryTLDR AI

MOTION MODELING FOR VIDEO FRAME INTERPOLATION

MoMo is a novel diffusion-based approach for video frame interpolation (VFI). It enhances visual quality by focusing on intermediate motion modeling through a disentangled two-stage training process.

2024.09.05
github.comGitHub repositoryTLDR AI

THE AI ARMS RACE ISN'T INEVITABLE

Leading AI labs are increasingly framing AI development as a geopolitical zero-sum game essential for national security, urging Western governments to back rapid AI advancements to avoid adversaries, like China, gaining a decisive technological edge. This narrative champions aggressive measures to secure AI dominance, risking escalation of geopolitical tensions and potentially compromising ethical and safety considerations.

2024.09.05
palladiummag.com11 min readTLDR AI

IS AI EATING ALL THE ENERGY?

AI's energy consumption is positively correlated with power usage, heat, carbon, and water use, with both increasing demand and improving energy efficiency influencing the overall energy footprint of AI. AI processing is generally becoming more power-hungry, and efficiency gains in hardware are helping to mitigate this trend. Still, AI represents a growing yet still minor segment of data center power usage, with training operations consuming significantly more energy than inference, though widespread use dilutes this impact.

2024.09.05
blog.giovanh.com28 min readTLDR AI

DEBATE OVER “OPEN SOURCE AI” TERM BRINGS NEW PUSH TO FORMALIZE DEFINITION

The Open Source Initiative (OSI) released a draft definition for "open source AI" to address the misuse of the term and set clear criteria, including usage rights, study, modification, and sharing freedoms. This move aims to help developers and researchers evaluate AI systems more transparently. A stable version of the definition that will potentially influence future AI model releases and regulation is expected in October.

2024.09.05
arstechnica.com4 min readTLDR AI

REPO2VEC

repo2vec is a new library that allows you to easily chat with any public or private codebase, similar to GitHub Copilot but with up-to-date repo information.

2024.09.05
github.comGitHub repositoryTLDR AI

PREDICTING AI

This author reflects on their AI predictions, noting accurate calls on the rise of open source, multimodal models, and tool usability enhancements.

2024.09.05
strangeloopcanon.com6 min readTLDR AI

TRADFI COMPANIES 'WANT TO TRANSACT IN BITCOIN,' SAYS CANTOR FITZGERALD CEO

Howard Lutnick, CEO of Cantor Fitzgerald and chair of Donald Trump's presidential transition team, believes proper regulation would cause companies to go “head first into Bitcoin.” Currently, regulations require banks to set aside an equal amount of money for every dollar in Bitcoin. Cantor Fitzgerlad plans to open a Bitcoin financing business to provide lending and leverage to BTC holders.

2024.09.05
coindesk.com1 min readTLDR Crypto

SEC CHARGES CRYPTO-FOCUSED ADVISORY FIRM GALOIS CAPITAL FOR CUSTODY FAILURES

Galois Capital, a prominent advisory firm and Crypto Twitter presence, was fined $225,000 by the SEC for failing to comply with requirements related to the safeguarding of client assets. Certain assets were not held with a qualified custodian. Over half of the fund's assets were lost in the FTX collapse in 2022.

2024.09.05
links.tldrnewsletter.com2 min readTLDR Crypto

POCKET UNIVERSE LAUNCHES A RUGPULL DETECTOR

Over 16,000 rugpulls have been launched in the past three months, with millions of dollars stolen weekly. To combat this, Pocket Universe has launched a Rugpull Detector to warn users if a token is likely linked to serial rugpullers. It has flagged about 60% of hard rugs and the company has plans for further improvements and broader coverage.

2024.09.05
threadreaderapp.com1 min readTLDR Crypto

EULER V2

Euler v2 marks a significant milestone for the project, bringing major advancements to the DeFi space with a focus on modularity and security. The team invested heavily in security and transparency after overcoming the setbacks from last year's exploit. It aims to set new standards in onchain lending and borrowing.

2024.09.05
x.com4 min readTLDR Crypto

FOUR DAPPS IN MONAD'S EARLY DEFI ECOSYSTEM

As anticipation builds for Monad's mainnet launch, several standout projects are emerging within its DeFi ecosystem. These include TayaSwap, a DeFi hub offering customizable trading through concentrated and dynamic liquidity pools; Kintsu, a liquid staking protocol enhancing security and liquidity; Kuru, a DEX using a Central Limit Order Book for better pricing; and aPriori, a staking protocol utilizing MEV to boost rewards.

2024.09.05
threadreaderapp.com3 min readTLDR Crypto