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YOUTUBE UPDATES: PRODUCT TAGGING, ADS, ANALYTICS, AND MORE

This article covers the latest YouTube changes that impact marketers, including YouTube eCommerce features, AI tools for content creation, and improvements to YouTube analytics.

THE UNTAPPED POTENTIAL OF SEO-DRIVEN FOOTER LINKS

High-quality footer links help your site visitors as well as your organic search performance.

JSON IS SLOWER. HERE ARE ITS 4 FASTER ALTERNATIVES

JSON's popularity is due to its human-readable format, language-agnostic nature, and support in web browsers and APIs. However, it can introduce performance challenges such as parsing overhead, serialization/deserialization inefficiencies, and lack of support for binary data. This article explores alternatives like Protocol Buffers, MessagePack, BSON, and Avro, and provides optimization strategies such as minimizing data size, using arrays wisely, optimizing number representations, and employing server-side caching. Real-world examples from LinkedIn, Uber, Slack, and Auth0 of these alternatives in practice show improved performance over JSON.

HOW I SCALED AMAZON’S LOAD GENERATOR TO RUN ON 1000S OF MACHINES

TPSGenerator was created to handle large-scale livestreams like Taylor Swift's concert. It initially worked on a single machine, generating a specified number of transactions per second. As the need for higher throughput grew, especially with events like Cyber Monday, the tool evolved from a single-host system to a distributed one. Utilizing a divide-and-conquer strategy, the tool’s developer implemented a Controller → Queue → Worker architecture, where tasks were broken down into smaller, manageable ones, and distributed among multiple machines for execution.

THE TEN RULES OF SCHEMA GROWTH

Development and production environments have different rules and purposes, with production requiring strict adherence to guidelines for stability. Schemas should prioritize growth (adding new elements) over breakage (removing or changing existing elements). Effective schema management emphasizes careful naming, the use of aliases and namespaces, annotations for clarity, and planning for continuous expansion.

TOP NON-TECHNICAL SKILLS FOR SENIOR ENGINEERS AND TECHNICAL LEADERS

Even if not pursuing a management track, it’s important for senior engineers to invest in non-technical skills to grow. This article discusses several key non-technical skills that enhance engineering leadership, including running effective meetings, mentoring junior engineers, negotiating technical priorities, and communicating clearly.

SIMPLIFY YOUR CONTROL FLOWS

Adding loops and conditionals can quickly make code harder to understand. To reduce cognitive overhead and improve code readability, it's advisable to encapsulate complex logic within functions or methods. This simplifies control flow and makes it easier for reviewers to understand and identify logic errors, leading to maintainable and less error-prone code.

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MATERIAL DESIGN 3

Material Design 3 comes with the addition of a web-based set of components that implement the Material UI design system. The release also includes 19 different components, CSS theming, and accessibility best practices baked in.

STREAMDAL

Streamdal is an open-source data observability and governance tool consisting of a server, an SDK, and a console UI. Its features include data observability, data quality monitoring, data governance and enforcement, data transformation, and data obfuscation.

HANDLING A REGIONAL OUTAGE: COMPARING THE RESPONSE FROM AWS, AZURE AND GCP

This article compares how AWS, Microsoft Azure, and Google Cloud have handled recent regional outages. It delves into each’s communication during the incidents, preliminary incident details, and postmortem analyses. The author praises Azure's postmortem and AWS's communication while noting that Google Cloud provided the most detailed written post-incident analysis of all three providers.

THE CRIPPLING PROBLEM OF BEING ABLE TO BUILD WHATEVER YOU WANT

Many developers face the dilemma of having numerous project ideas but limited time to execute them. To address these challenges, organize ideas, avoid overcommitment, release projects early to gather feedback, and set clear expectations for maintenance. The key is finding a balance between creating new projects and maintaining existing ones.

6 WAYS TO DEBUG AN EXPLODING DOCKER CONTAINER

A list of quick debugging commands to help understand a failing Docker container better.

WHY ARE REACT SCRIPTS A BIG DEAL IN REACT?

React scripts handle tasks like module bundling and allow developers to focus on delivering business value rather than dealing with complex configurations.

EXPLAINING 9 TYPES OF API TESTING

A refresher on the 9 types of API testing, including functional, regression, and load testing.

WHY STACK OVERFLOW IS EMBRACING SVELTE

Stack Overflow is using more Svelte as it allows it to experiment and ship faster.

CHOOSE INTERVIEW KICKSTART'S ML AND DS SWITCHUP COURSES.

✅ Master the transition to top Machine Learning/Data Science roles.

FOR THEIR FREE ENROLLMENT SESSION.

X IS OFFICIALLY WORTH LESS THAN HALF OF WHAT ELON MUSK PAID FOR IT

X employees were awarded equity in the company at a valuation of $19 billion on Monday. At $45 per share, X's self-assessed value is at a 55% discount to Musk's original purchase price. The equity is in the form of restricted stock units, so employees will have to wait for a liquidity event to sell them. Employees will have to pay tax on any sales as income.

FACEBOOK AND INSTAGRAM LAUNCH A PAID AD-FREE SUBSCRIPTION

Meta is launching a paid subscription for people aged 18 and older in the EU that will remove ads from Facebook and Instagram on the web for €9.99 per month and on iOS and Android for €12.99 per month. The subscription aims to address concerns by the EU about Meta's ad targeting and data collection practices. Free access with ads will remain available and the experience for nonpaying users will not change. The ad-free subscription will initially apply across all linked Meta accounts, but the company will start charging extra for linked accounts starting in March 2024.

WORLD'S SMALLEST PARTICLE ACCELERATOR IS 54 MILLION TIMES SMALLER THAN THE LARGE HADRON COLLIDER — AND IT WORKS

A new particle accelerator known as a nanophotonic electron accelerator is around the size of a small coin. The device consists of a small microchip that houses an even smaller vacuum tube made up of thousands of individual pillars. Researchers can accelerate electrons by firing mini laser beams at these pillars. The main goal of creating these devices is to use the energy given off by the accelerated electrons in targeted medical treatments that can replace damaging forms of radiotherapy.

NEW LASER ENABLED 3D-PRINTING METHOD MAKES STEEL MORE AFFORDABLE

A new method for 3D printing metal developed by a team led by the University of Cambridge allows structural alterations to be written into metal alloys during 3D printing. It allows for the creation of complex forms and the engineering of the structure and characteristics in the material. The method gave the researchers complete control over both the strength and toughness of its structures. It uses typical laser-based 3D printing technology with some modifications.

THE ARCHITECTURE OF TODAY’S LLM APPLICATIONS

This blog post aims to give readers everything they need to know to build their first LLM app. It also introduces some problem spaces that readers can start exploring today. The blog covers the emerging architecture of LLM apps and the real-world impacts of LLMs. Resources for further reading are available.

HOPPING INSTEAD OF HUSTLING: SURVEY TELLS US HOW DEVELOPERS ARE TAKING CARE OF BUSINESS

This article summarizes the results from Stack Overflow's Job Report, which looks at job insights from the tech community. New developers switched jobs more frequently than early- and mid-career developers in the last three years. The decreasing amount of entry-level openings and the lack of perceived stability within the tech industry could be why developers are migrating out of the tech industry and exploring career changes.

META’S AI RESEARCH HEAD WANTS OPEN SOURCE LICENSING TO CHANGE

While Meta's Llama 2 is free for many, it was released under a limited license that doesn't meet all of the requirements of the Open Source Initiative. Releasing AI models as completely open source may have potential risks and accountability issues for the companies that release them. Acknowledging these risks while providing an avenue for feedback isn't currently a standard part of the open source discussion, but it should be a norm for anyone creating AI models.

ALPHABET CEO SUNDAR PICHAI DEFENDS GOOGLE’S SEARCH DEALS IN ANTITRUST TRIAL

Alphabet CEO Sundar Pichai defended Google's default search engine agreements during his testimony at Google's antitrust trial. He also addressed the government's allegations that Google destroyed chat messages and described the company's relationship with Apple. This article provides a detailed look at Pichai's testimony and the arguments in the case.

I ACCIDENTALLY SAVED HALF A MILLION DOLLARS

A story of how one employee saved their company half a million dollars in five minutes by clicking about five buttons.

EDGE AND BEYOND: HOW TO MEET THE INCREASING DEMAND FOR MEMORY

Edge computing provides huge opportunities, but there are equally large memory requirements - this post discusses how to improve memory use using software-defined memory.

CHATGPT PLUS MEMBERS CAN UPLOAD AND ANALYZE FILES IN THE LATEST BETA

The latest beta features the ability to upload and work with files as well as multimodal support - the AI will now guess what mode to select based on context.

THE PRODUCT MANAGER ROLE IS A MISTAKE

Many problems can arise when you put someone without vision, charisma, passion, technical skills, or willpower in charge.

CSS IS FUN AGAIN

There have been many big changes lately in CSS that make features previously only available through external tools a native part of the language.

10 LESSONS FROM SUCCESSFUL ONE-PERSON STARTUPS

Successful indie hackers ship fast and often, make small bets, work through their failures, and have their marketing on lock.

GPT-3.5-TURBO IS 20B PARAMETER

Researchers wrote that gpt-3.5-turbo (the model behind ChatGPT) is a 20B parameter model in a paper by a Microsoft research group that studies diffusion models for code. The original model was said to be 175B parameters, so there could have been retraining or distillation.

ANNOUNCING THE OPEN EMPATHIC PROJECT

The group behind Stable Diffusion has launched the Open Empathic project to foster emotion-detecting capabilities in open-source AI systems for more authentic AI-human interactions.

BIDEN RELEASES AI EXECUTIVE ORDER

President Joe Biden signed an executive order outlining eight goals to regulate generative AI, focusing on safety, privacy, equity, consumer protection, innovation, and responsible government use, with agencies like the NIST tasked to develop AI standards and large AI model developers required to share safety test results.

USING EMBEDDINGS IN COMPUTER VISION

Embeddings are machine-readable lists of numbers that represent some information about a piece of data. They are increasingly obtained by running the data through a neural network and looking at the activations of the model. This post pushes that idea forward with CLIP on a computer vision task and explores how to use dimensionality reduction to reason about the learned embeddings.

REPRODUCING OPENAI'S FIRST RLHF REPOSITORY

The HuggingFace team reproduces a 2019 repository from OpenAI that introduced some of the first RLHF ideas.

AMD TRAINING ROUND 2

A post from MosaicML on using AMD GPUs for training large language models.

PERSONALIZED IMAGE CLUSTERING

This paper introduces Image Clustering Conditioned on Text Criteria (IC⁠TC), a method that leverages vision-language models to sort images based on user-given text descriptions.

AZURE OPENAI LOGGER

This project aims to create a simple and easy to deploy solution to add observability to your Azure OpenAI instance. The approach adds an API Management instance as a proxy for your existing Azure OpenAI service, and funnels logs/requests/responses to an Application Insights instance. It also saves a prebuilt query to a workbook for easy access to logs.

INSANELY FAST WHISPER

Transcribe 300 minutes of audio in less than 10 minutes with OpenAI’s Whisper Large v2.

APPLE AND AI

Apple is lagging in AI advancements, especially when compared to competitors like Google and Microsoft, and there are doubts among Apple insiders that its AI/ML team can deliver.

QUALCOMM’S NEXT BIG SNAPDRAGON CHIP IS FULL OF AI FEATURES

Qualcomm's upcoming Snapdragon 8 Gen 3 chip, set to debut in Samsung’s Galaxy S24, emphasizes advanced AI camera tools and enhanced processing speeds.

AI GODFATHERS PROPOSE FRAMEWORK TO MITIGATE AI RISKS

AI pioneers Yoshua Bengio and Geoffrey Hinton, along with 22 other AI experts, have proposed a policy framework emphasizing AI safety and have recommended that companies and governments allocate a third of their AI R&D budget to safety efforts.

LABELBOX IS HIRING A FOUNDATION MODELS LEAD ENGINEER (SAN FRANCISCO, $170K-$215K + EQUITY)

Labelbox is a platform for building data-centric AI applications. As the Foundation Models Lead, you will lead research and development for applying foundation models to real world problems for customers like Walmart and Adobe. Learn more [17].

THE HALF-LIFE OF THE AI STACK

The infrastructure layer in AI is rapidly changing due to accelerated hardware development, fierce optimization competition, fast-paced research, long feedback cycles, ambiguity in other layers, and the commoditization of infrastructure components.