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ANNOUNCING FLUX1.1 [PRO] AND THE BFL API

FLUX1.1 [pro] has been released. It offers six times faster generation than its predecessor with improved image quality and performance. The new beta BFL API, which features advanced customization and competitive pricing, allows developers to integrate FLUX's capabilities. FLUX1.1 [pro] will be available on several platforms, enhancing scalability and efficiency.

2024.10.04
blackforestlabs.ai3 min readTLDR AI

DISTRIBUTED TRAINING OF DEEP LEARNING MODELS

A great introduction to the challenges and some of the algorithms behind distributed training of many modern deep learning models, this post discusses the challenges and bottlenecks of training models that are too large for a single GPU.

2024.10.04
vaibhawvipul.github.io18 min readTLDR AI

COMFYGEN TEXT-TO-IMAGE

Instead of generating an image directly from a prompt, these authors generated a comfy UI node based workflow to generate an image. They found that this substantially improved the final output quality.

2024.10.04
comfygen-paper.github.io7 min readTLDR AI

SKETCH-BASED IMAGE GENERATION

KnobGen is a new framework designed to make sketch-based image generation more accessible for users with different skill levels.

2024.10.04
github.comGitHub repositoryTLDR AI

TINY IMAGE MODEL

AI researcher Ross Wightman has released a set of models trained on Imagenet-1k that are extremely small (sub 1 million parameters) but still perform somewhat well and are easy to tune.

2024.10.04
huggingface.co12 min readTLDR AI

ENTROPY BASED SAMPLING

Entropy based sampling and parallel Chain of Thought decoding are potential paths forward to match performance of reasoning models like o1.

2024.10.04
github.comGitHub repositoryTLDR AI

OPENAI'S ORIGINAL SIN

Recent departures of senior executives at OpenAI highlight ongoing internal conflicts between prioritizing product development and revenue versus research and safety. These issues stem from the company's foundational promise to develop AGI for the benefit of all humanity, which has proven challenging amidst financial and strategic pressures. OpenAI is negotiating a $6.5 billion funding round with conditions that could transform it into a for-profit entity.

2024.10.04
thealgorithmicbridge.com13 min readTLDR AI

THE ART OF THE OPENAI DEAL

OpenAI's revenue surged to $300M in August. The company is projecting $3.7B in annual sales for this year and $11.6B for next year, but it faces a $5B annual loss. Its rapid growth was fueled by the popularity of ChatGPT, which accounts for most of its revenue. Despite the growth, OpenAI is seeking more investors due to high operational costs and to evolve into a profitable entity.

2024.10.04
spyglass.org7 min readTLDR AI

WHAT COMES AFTER?

Californian Governor Gavin Newsom has vetoed the state's SB 1047 bill, which aimed to regulate large AI models. He emphasized the need for evidence-based regulations and warned against overly stringent rules that could stifle innovation. Newsom plans to develop empirical, science-based guidelines with experts like Dr. Fei-Fei Li.

2024.10.04
strangeloopcanon.com9 min readTLDR AI

2024.10.04
northerndata.deTLDR AI

SWIFT TO START LIVE TRIALS OF DIGITAL ASSET TRANSACTIONS

Swift is launching live digital asset and currency transaction trials on its network in 2025. The trials aim to demonstrate how financial institutions can make transactions across different asset types using their existing Swift connections. With its global reach, Swift is uniquely positioned to interlink digital and traditional finance, potentially broadening crypto adoption.

2024.10.04
marketsmedia.com4 min readTLDR Crypto

PAYPAL, EY, AND GOOGLE CLOUD

More Fortune 500 companies are using Coinbase for B2B crypto payments, relying on the platform's long-standing expertise in crypto custody. Companies like PayPal, Google Cloud, and EY are executing and settling payments instantly using stablecoins, improving the efficiency of cross-border transactions and treasury management.

2024.10.04
links.tldrnewsletter.com2 min readTLDR Crypto

A NEW FRAMEWORK FOR IDENTIFYING MOATS IN CRYPTO MARKETS

This new framework for assessing defensibility in crypto markets proposes evaluating based on the question: “If I fork this app, with $50M in token subsidies, can I steal and maintain market share?” Traditional moats like liquidity and TVL may be insufficient for long-term defensibility, as they can be subsidized by well-funded competitors. True defensibility may stem from intangibles like brand, superior UX, and a team's innovation ability. Value capture is moving towards front-ends and their wallets, given their proximity to end users and access to order flow.

2024.10.04
x.com5 min readTLDR Crypto

TOTAL TRANSACTION VALUE: A NEW WAY TO ASSESS ORACLES

Though total value secured is typically used as an oracle metric, each DeFi sector has varied price demand requiring more or less updates. Two protocols with identical TVS can have different pricing needs. With Chainlink, for example, Synthetix is a larger contributor to TVS, but dYdX does over 4x more trading volume. Total Transaction Value, calculating but summing the volume of derivative DEXs using an oracle, is a better metric. This metric shows that market leaders are losing.

2024.10.04
x.com2 min readTLDR Crypto

EIGENDA VS. CELESTIA

Celestia and EigenDA offer distinct approaches to blockchain data availability: Celestia focuses on data availability and consensus for developers to build independent rollups, while EigenDA uses a minimalist, scalable architecture that forgoes traditional blockchain elements like consensus and P2P networking, catering to systems requiring high throughput and low latency.

2024.10.04
x.com3 min readTLDR Crypto

AERODROME AND ANDRE CRONJE DISCUSS CODEBASE LICENSES

DeFi pioneer Andre Cronje accused Base DEX Aerodrome of taking his open-source code base, removing his credit, and placing a business license on it. If true, this could be both an ethical and legal issue. The truth of the claims is pending. The founder of Aerodrome mentioned that he and Cronje discussed the matter privately, and “all is good.”

2024.10.04
x.com2 min readTLDR Crypto

OPENAI LAUNCHES NEW ‘CANVAS' CHATGPT INTERFACE TAILORED TO WRITING AND CODING PROJECTS

OpenAI has introduced "canvas," a new interface for ChatGPT that provides a separate workspace for writing and coding projects. This editable workspace allows users to generate content directly, modify specific sections, and improve AI-generated outputs without redoing entire prompts. Rolling out first to ChatGPT Plus and Teams users, canvas is part of OpenAI's efforts to enhance competitive offerings against similar features from Anthropic's Artifacts and Cursor.

2024.10.04
techcrunch.com2 min readTLDR Design

APPLE CONTINUES WORK ON ALL-GLASS MACBOOK WITH VIRTUAL KEYBOARD AND TRACKPAD

Apple is developing an all-glass MacBook with a virtual keyboard and trackpad that will use haptic feedback and electrostatic charges to simulate physical keys. A continuation patent published in 2024 confirms the project is still active, though it's uncertain if the virtual keyboard will fully replicate the feel of real typing.

2024.10.04
9to5mac.com3 min readTLDR Design

TECHCRUNCH REIMAGINED: WELCOME TO OUR NEW DESIGN

The redesigned TechCrunch site features improved navigation, a modern aesthetic, and real-time updates on breaking stories. The new interface enhances user experience while retaining top-tier reporting and analysis. A dedicated team led the effort, with support from Yahoo, TechCrunch's parent company.

2024.10.04
techcrunch.com3 min readTLDR Design

MICROSOFT PAINT, ONCE A JOKE, COULD BE THE FUTURE OF IMAGE EDITING

Microsoft Paint's latest update includes AI tools like Generative Fill and Erase, allowing free, easy image modifications on Windows 11. With features such as an 8x resolution upscaler, Paint could challenge Adobe Photoshop. Other tech companies like Meta and Google are also expanding their AI-powered image editing options.

2024.10.04
links.tldrnewsletter.com5 min readTLDR Design

INTERVIEW WITH BJÖRN OTTOSSON, CREATOR OF THE OKLAB COLOR SPACE

Oklab is a perceptual color space designed to better align with human color perception. This interview with Björn Ottosson, the Swedish engineer who created Oklab, explores how it addresses limitations in traditional color spaces like sRGB and Lab and how it gained widespread adoption in browsers and tools such as Photoshop and CSS.

2024.10.04
smashingmagazine.com10 min readTLDR Design

SCALING PLATFORMS THROUGH USE CASES

New technology companies often aim to be platforms for broad areas like AI or the Internet of Things. However, a broad vision without a clear strategy can hinder decision-making. Success comes from addressing specific use cases first, for example, Yelp focused on restaurant reviews before scaling to other services.

2024.10.04
lukew.com3 min readTLDR Design

CSS SPRING EASING GENERATOR

This tool lets you intuitively generate spring animations for CSS linear(). It includes presets and customizable inputs for perceptual duration and bounce.

2024.10.04
kvin.meToolTLDR Design

DEV ENCYCLOPEDIA

Discover concise explanations and samples for tech terms and concepts.

2024.10.04
devpedia.pages.devToolTLDR Design

CHISEL & FLOW: GT PANTHEON IS A NEW CLASSIC

GT Pantheon, a new typeface from Grilli Type designed by Noël Leu, Tobias Rechsteiner, and Antonio D'Elisiis, features pointed serifs and sharp digital anatomy. It is available in 30 styles across five weights and italics. With optically adjusted faces for micro, text, and display use, it offers a contemporary calligraphic design inspired by Rome's Pantheon, supporting legibility at any size. A free trial version is available.

2024.10.04
printmag.com2 min readTLDR Design

PENTAGRAM UNVEILS ITS IDENTITY FOR MANCHESTER'S NEW INNOVATION DISTRICT, SISTER

Pentagram has designed a new visual identity for Sister, an innovation district in Manchester, inspired by the city's history in computer science and Alan Turing's legacy. The brand features Sister Mono, a custom typeface based on early code-breaking machines, and a logotype inspired by The Manchester Code to symbolize connectivity and movement.

2024.10.04
creativeboom.com3 min readTLDR Design

THE IMPORTANT ROLE OF DESIGN SYSTEMS IN MODERN UI

A design system standardizes tools and resources, creating consistent and efficient UI and UX. It helps teams develop a shared language, optimize resources, and proactively address UI challenges. Design systems streamline testing and ensure long-term consistency, allowing companies to create user-friendly, innovative digital experiences across all products.

2024.10.04
penpot.app5 min readTLDR Design

DESIGN WHAT MAKES US HUMAN

UX design can evoke emotions beyond enjoyment, and as AI grows, more emotionally engaging, culturally aware designs may be needed.

2024.10.04
links.tldrnewsletter.com9 min readTLDR Design

TURNING $1,000 INTO $28M ARR AT LEMLIST

Guillaume Moubeche founded lemlist in 2018 to improve cold outreach by offering personalized emails at scale, which helped the company stand out in a crowded market. Through strategic community engagement and innovative product features, lemlist rapidly grew, reaching a $150M valuation in just 3.5 years. The company recently adopted a reverse trial model to enhance conversion rates and expand its market presence, leveraging a freemium approach to enter the data provisioning category and build long-term user relationships.

2024.10.04
growthunhinged.com5 min readTLDR Founders

CUBY: THE HOUSE FACTORY FACTORY

Cuby is tackling the housing shortage by creating Mobile Micro-Factories (MMFs) that produce home components near construction sites, significantly reducing the need for skilled labor. These MMFs, which are compact and can be set up in locations like mall parking lots, use lean manufacturing principles to deliver customizable homes quickly and affordably. By partnering with local developers through a Special Purpose Vehicle (SPV) model, Cuby aims to scale rapidly while maintaining cost efficiency and flexibility, addressing the bottleneck of skilled labor shortages in the construction industry.

2024.10.04
notboring.co18 min readTLDR Founders

OPENAI AND ANTHROPIC REVENUE BREAKDOWN

OpenAI and Anthropic are both experiencing significant revenue growth, with OpenAI reaching an annualized run rate of about $5 billion driven largely by ChatGPT subscriptions, while Anthropic is expected to hit $1 billion primarily through its API partnerships. Despite OpenAI's larger scale, Anthropic is growing faster and benefits from strong distribution channels like its partnership with Amazon. Both companies face substantial capital requirements and are exploring strategies to improve profitability, such as reducing inference costs and potentially increasing subscription prices.

2024.10.04
tanayj.com5 min readTLDR Founders