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7 WAYS AI-NATIVE COMPANIES CAN IMPROVE RETENTION

UBER AND THE PRACTICAL ASPECTS OF SIZING THE MARKET

Based on an Uber valuation case study, innovations can redefine market boundaries, affecting predictions and valuations. Product leaders should focus on confirmed market sizes to strategically predict growth and identify adjacent markets, leveraging internet-era distribution advantages.

HOW TO MEASURE DEVELOPER PRODUCTIVITY, AND NOT SUCK AT IT

This article discusses aligning developer productivity with real-world impacts on product and business goals. It urges a shift from output to outcome-focused metrics for more meaningful assessments.

VOC IN PM: WHAT IS IT AND HOW TO BUILD A VOC PROGRAM

The Voice of the Customer involves continuously collecting and analyzing customer feedback from various sources and consolidating it into a single repository. Tracking the VOC is crucial in product management as it fosters customer-centric product development, enhances data-driven decision-making, and promotes ongoing improvement.

PM PERFORMANCE EVALUATION TEMPLATE

The Insight-Execution-Impact framework focuses on providing clear, balanced assessments of PMs by weighting insight, execution, and impact according to the product stage. This approach encourages more meaningful performance discussions and aligns more closely with real-world impacts and team contributions.

WHY I HAVE A LOVE/HATE RELATIONSHIP WITH SCRIPTS

HOW HUMBLE PLANS CAN BEAT THE FEATURE FACTORY (50 MINUTE VIDEO)

This video discusses overcoming common product development traps through effective strategies in a recent interview. Key takeaways include adopting humble planning, developing proactive stakeholder relationships, emphasizing impact over feature quantity, focusing sprint goals for clarity and inspiration, and embracing fast failure for continuous iteration.

SELLING THE VISION, BUILDING THE REALITY

Effective collaboration between product and sales teams, with a focus on aligning roadmaps and setting clear boundaries, is essential. Successful salespeople value the product team's time and balance customer needs with company strategy, while skilled product professionals recognize the importance of trade-offs and strategic partnerships for business success.

THE DEFINITIVE LIST OF 30+ STARTUP PIVOTS

How companies knew it was time to pivot, how they found their new idea, and more.

FOCAL AREAS OF PM AND PMM

The PM work cycle is dedicated to building the "right" product, ensuring it meets user needs and fulfills its intended purpose, while the PMM work cycle concentrates on reaching the "right" prospect, focusing on effective marketing strategies to connect the product with its target audience.

CHOOSING A PLG MODEL

In choosing a PLG model, components to consider are: scope of the product, time, payment details, and customer experience.

WHY REACT RE-RENDERS

Many developers work professionally with React for years without understanding how its re-rendering process works. This tutorial helps readers build a mental model for when and why React re-renders and how to tell why a specific component re-rendered. Knowing how React's render cycle works can help developers understand when to use React.memo and when to wrap functions in useCallback.

PROTOBUF EDITIONS ARE HERE: DON'T PANIC

Google has introduced Protobuf Editions, a new feature flag system that lets plugin maintainers granularly control the behavior of generated APIs and runtimes. Editions combines existing proto2 and proto3 functionality and is backwards-compatible. It is recommended that developers stick with proto3 for now.

WHAT'S THE BEST LOOKING/PERFORMING WEBSITE YOU'VE EVER SEEN? (REDDIT THREAD)

Web devs on Reddit give opinions on the best looking website they've seen and why they're so good. Stripe and GitHub are common winners. Animations are usually done with Lottie and the Web Animations API.

IT'S ALWAYS TCP_NODELAY. EVERY DAMN TIME

Nagle's algorithm, designed in the 1980s to reduce network overhead from small packets, often causes latency problems in modern distributed systems. This developer argues that TCP_NODELAY (which disables Nagle's algorithm) should be the default behavior on modern systems.

CODEHELIUM

CodeHelium is a React editor component that compiles, executes, and returns the outputs of any user-written Python code using WebAssembly.

COMMAND-K

Command-K Is a React component for command menus. You render items within the menu and the component will automatically filter and sort them.

TINY WORLD MAP

tinyworldmap is a lightweight map library for web apps that need to function offline or on low-bandwidth connections. It integrates with Leaflet and offers customization options like city labels and borders.

I REVIEWED 1,000S OF GRAPHQL VS. REST PERSPECTIVES

GraphQL has a great developer experience, but also introduces complexity in areas like caching, access control, and performance optimization. REST APIs are usually a better starting point for most teams.

RUBY TYPING 2024: RBS, STEEP, RBS COLLECTIONS, SUBJECTIVE FEELINGS

This developer wanted to add static type checking to their Ruby gem but found RBS, the recommended approach, to be inconvenient. RBS requires maintaining separate type definition files and has limited support for tools like RSpec. Sorbet, an alternative approach, might have been a better choice.

POSTGRES MESSAGE QUEUE

Postgres Message Queue is a lightweight, open-source message queue.

ELLIPSIS

Ellipsis is an AI dev tool that reviews pull requests and converts GitHub comments into working, tested code.

A/B TESTING ON THE FRONT-END

The Split SDK is used for A/B testing the front-end in two ways: 1) loading both variations and using CSS to reveal the correct one (avoiding flicker), and 2) using a loading page and then redirecting the user to the appropriate variation.

JOHN TERNUS EMERGING AS THE MOST LIKELY SUCCESSOR TO TIM COOK AS APPLE CEO

Apple CEO Tim Cook, who has held the title since 2011, turns 64 this year. While there is no reason to assume that a change at the helm is imminent, there are multiple possibilities for who may eventually take over. Apple's board will likely want someone who will stick around for at least a decade. This makes 49-year-old John Ternus, Apple's Senior Vice President of Hardware Engineering, the most likely successor.

TESLA QUIETLY TOOK DOWN ALL U.S. JOB POSTINGS AFTER WEEKS OF ELON MUSK'S 'HARDCORE' LAYOFFS

Tesla had 3,400 job postings across the US, Mexico, Canada, and Puerto Rico on May 1, but it has since removed almost all of them. The bulk of the positions were in California, Texas, and Nevada, where the company has its gigafactories. This is the second time that Tesla has almost entirely wiped out its job postings since it began laying off workers on April 16. The company entered its fourth consecutive week of layoffs this week. At least six high-profile executives have either already resigned or plan to later this year.

GOOGLE DEEPMIND'S NEW AI CAN MODEL DNA, RNA, AND ‘ALL LIFE'S MOLECULES'

Google DeepMind's AlphaFold 3 can predict the structure of all of life's molecules. Previous versions of the model could only predict the structures of proteins. AlphaFold 3 can model DNA, RNA, and ligands. It shows a 50% improvement in prediction accuracy compared to its previous models. DeepMind is making the AlphaFold Server research platform, powered by AlphaFold 3, to some researchers for free for academic and noncommercial use.

NEURALINK'S FIRST BRAIN-CHIP IMPLANT IN A HUMAN APPEARED FLAWLESS. THERE WAS A PROBLEM

Neuralink encountered a problem with the implant in its first human patient that reduced the amount of data the device could capture from his brain. Some of the implant's threads have come out. Neuralink has not disclosed the reasons why the threads retracted unexpectedly. Despite the implant's degraded capabilities, the patient is still able to navigate around his computer screen and play games. Challenges with the first test in a human patient were expected and the Neuralink team remains optimistic that this problem can be solved.

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HOW CONTRIBUTING TO OPEN SOURCE HELPED YOU BECOME A BETTER DEVELOPER OR LANDED YOU A JOB (LOBSTERS THREAD)

This thread discusses the different ways open source work can help in one's career. For those without certificates from higher education, open source can work as a CV, demonstrating work to potential employers. Contributing to open source can also widen your network and help you find employment. Working with open source can help develop the ability to jump into other people's codebases very quickly, allowing you to become more efficient quickly. It also shows that you can complete tasks/projects without anyone telling you exactly what to do.

STACK OVERFLOW SUSPENDS USER FOR EDITING POSTS IN OPENAI PROTEST

OpenAI and Stack Overflow's recent partnership announcement has raised concerns for some users that their data is being used without permission. Some users who wanted to delete their answers have had their accounts suspended. The site does not generally allow the deletion of posts if the questions have any answers. Stack Overflow moderators say that it doesn't allow users to remove posts as they hurt the company as a whole. While the GDPR gives users in the EU the right to be forgotten, websites have a right not to delete data if it doesn't contain identifiable information to prevent the flow of a topic or question from being disrupted.

GOOGLE EMPLOYEES QUESTION EXECS OVER ‘DECLINE IN MORALE' AFTER BLOWOUT EARNINGS

Google's business is growing at its fastest rate in two years, but the performance isn't translating to higher pay for employees. Employees questioned the company's plans to address a significant decline in morale, increased distrust, and a disconnect between leadership and the workforce during an all-hands meeting last week. At the meeting, Sundar Pichai said that the company plans to continue cutting expenses and driving efficiencies. While Google is growing its expenses this year, it is moderating its pace of growth. Most employees will receive a pay raise this year.

WHY IS EVERYONE SUDDENLY FURIOUS ABOUT AI REGULATION?

If California's Senate Bill 1047 passes, it will require the companies behind the world's largest, most advanced AI models to take steps to guarantee their safety before releasing the models to the public. Despite being a piece of state legislation, the bill has unusual international importance, as most of the companies making such models are headquartered in the state. This article looks over the bill and responds to some of the most serious misconceptions. It also suggests concrete changes that address some of the real concerns.

FTX CRYPTO FRAUD VICTIMS TO GET THEIR MONEY BACK — PLUS INTEREST

FTX says that it will be able to distribute between $14.5 and $16.3 billion in cash.

SLOP IS THE NEW NAME FOR UNWANTED AI-GENERATED CONTENT

Slop is AI content that is mindlessly generated and thrust upon someone who didn't ask for it without review.

INSIDE MICROSOFT'S XBOX TURMOIL

Microsoft's latest round of layoffs has shocked both employees and fans.

DONT HAVE F-YOU MONEY? BUILD AN F-YOU NETWORK.

Having a good network means that you will always have options if your current job dries up.

OPENAI RULES THE CHANGES BUT META CHANGES THE RULES

OpenAI's primary threat as the leader of the AI industry is a GPT-4-class model that's available to anyone - something Meta is working on.

VENTURE FIRMS DOUBLE, THEN HALVE, IN STUNNING REVERSAL

The number of active venture capital firms worldwide in 2021 was more than double 2014 levels, but numbers have since sharply contracted to below 2014 figures.

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ALPHAFOLD 3

Google DeepMind and Isomorphic Labs have developed the 3rd generation of AlphaFold, a powerful protein folding prediction model. It is launching AlphaFold Server, which is a free way to interact with the model. AlphaFold 3 is 50% more accurate than previous generations. It correctly predicted the folded structure of the spike protein on Coronavirus OC43.

MICROSOFT WORKING ON IN-HOUSE MODEL

Microsoft is developing a new AI model named MAI-1, which reportedly boasts about 500 billion parameters, aiming to surpass other major AI models by Google and OpenAI.

APPLE UNVEILS M4 AI CHIP

Apple has announced its next-generation Apple Silicon chip, the M4, the company's first chip designed specifically for AI. Featuring a 3-nanometer architecture and debuting in the 2024 iPad Pro, the new chip boasts a 10-core CPU that is 50% faster than the M2 and a new Neural Engine capable of processing 38 trillion operations per second. It enhances applications that leverage AI, although specific AI features for iPadOS haven't been detailed yet.

IMAGE IN WORDS DATASET

A novel labeling method that leveraged two passes of VLMs resulted in an extremely detailed pairing of images and text. The captions have far greater detail than any previous dataset and can aid in training strong multimodal models.

OPENAI MODEL SPEC

A document released by OpenAI outlining how it wants its models to behave in various scenarios.

ULTRA-HIGH-RESOLUTION IMAGE GENERATION

A new diffusion model introduces a unidirectional block attention mechanism to overcome memory limitations in generating ultra-high-resolution images.