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FORKING IS BEAUTIFUL

FreeWP is a fork of WordPress started by a former WordPress community member. The last decent fork attempt for WordPress was ClassicPress in 2018, which started over disagreements about Gutenberg being integrated into core. WordPress itself started as a fork of the b2/cafelog project. Matt Mullenweg, co-creator of WordPress, strongly encourages anyone who disagrees with the direction WordPress is headed in to join the FreeWP fork.

2024.10.11
wordpress.org1 min readTLDR

GENERATIVE AI'S ACT O1

Research in AI is progressing from 'thinking fast' to 'thinking slow', unlocking a new cohort of agentic applications. The focus is now shifting to the development and scaling of the reasoning layer, which could endow AI systems with deliberate reasoning, problem-solving, and cognitive operations at inference time that go beyond rapid pattern matching. This essay explores how the consolidation of the foundational LLM layer has set the stage for the race to scale higher-order reasoning and agentic capabilities, and discusses a new generation of killer apps with novel cognitive architectures and user interfaces.

2024.10.11
sequoiacap.com22 min readTLDR

THE FBI SECRETLY CREATED A COIN TO INVESTIGATE CRYPTO PUMP-AND-DUMP SCHEMES

The FBI created an Ethereum-based token called NexFundAI as part of an investigation into price manipulation in crypto markets. The investigation resulted in the SEC charging three market makers and nine people for allegedly engaging in schemes to boost the prices of certain crypto assets and the DOJ charging 18 people and entities for widespread fraud and manipulation in crypto markets. The DOJ reportedly secured $25 million from fraudulent proceeds that will be returned to investors.

2024.10.11
theverge.com2 min readTLDR

DESIGNING A FAST CONCURRENT HASH TABLE

This post dives into the design and research that went into creating Papaya, a fast and feature-complete concurrent hash table for Rust.

2024.10.11
ibraheem.ca21 min readTLDR

SB 1047: OUR SIDE OF THE STORY

A look at the story of SB 1047 from the supporting side that examines why it was vetoed and plans for the next iterations of the bill.

2024.10.11
astralcodexten.com29 min readTLDR

Sponsored

AI SEARCH THAT UNDERSTANDS

Algolia AI Search API leverages advanced machine learning and natural language processing capabilities to understand what users need — enhancing the search experience, improving customer journeys, and driving conversions.

2024.10.11
resources.algolia.comSponsorTLDR AI

UBER'S EV RIDE HAILING BUSINESS IS MATURING

Uber's new EV-only Uber Green service is expanding to 40 cities worldwide, encouraging more environmentally friendly rides. The company is introducing a GPT-4 powered chatbot to assist drivers with EV-related queries, launching in 2025. A mentorship program for EV drivers will also provide support and incentives for transitioning drivers.

2024.10.11
theverge.com3 min readTLDR AI

AMAZON'S NEW AI GUIDES CAN HELP SHOPPERS FIND WHAT THEY NEED

Amazon has launched AI-powered "Shopping Guides" to streamline product searches by offering tailored recommendations. These guides are integrated into Amazon's mobile platforms across 100+ product types, enhancing user decision-making with targeted insights based on customer reviews and popularity. The AI feature organizes products visually, simplifying the filtering process for users.

2024.10.11
theverge.com2 min readTLDR AI

PIXTRAL RESEARCH REPORT

The Mistral team has detailed the training and architecture information for their reasonably well performing vision language model.

2024.10.11
arxiv.org27 min readTLDR AI

MEASURING AI'S ENGINEERING SKILLS

MLE-bench is a benchmark designed to test AI agents' abilities in machine learning engineering. By curating 75 competitions from Kaggle, the benchmark assesses skills like training models and preparing datasets.

2024.10.11
arxiv.org18 min readTLDR AI

Sponsored

AVAILABLE ON-DEMAND: HOW TO OPERATIONALIZE AI WITH PROCESS ORCHESTRATION

Hear Bastian Körber, Principal Product Manager at Camunda, and featured guest speaker, Dr. Bernhard Schaffrik, Principal Analyst at Forrester, discuss how to deliver an automation fabric that's flexible, robust, and intelligent [12]. This strategic approach enables humans to shine, while taking full advantage of the latest

2024.10.11
page.camunda.comSponsorTLDR AI

ARIA: NATIVE MULTIMODAL MOE

An extremely impressive new model with open weights, code, and research report for vision and language. It matches closed models for long video understanding, which has eluded open models like Pixtral and Molmo.

2024.10.11
rhymes.ai7 min readTLDR AI

TEXT-TO-IMAGE GENERATION WITH ITERATIVE FEEDBACK

IterComp is a new framework designed to improve compositional text-to-image generation by combining the strengths of various advanced diffusion models like RPG, Stable Diffusion 3, and FLUX.

2024.10.11
github.comGitHub repositoryTLDR AI

MATMAMBA: FLEXIBLE AI MODELS WITH MATRYOSHKA STRUCTURE

MatMamba is a new architecture for sequence processing that builds on Mamba2, introducing a Matryoshka-like structure in its design. By training a single model with different granularities, it allows for the extraction of many smaller, nested submodels.

2024.10.11
github.comGitHub repositoryTLDR AI

TIKTOK JOINS THE AI-DRIVEN ADVERTISING PACK TO COMPETE WITH META FOR AD DOLLARS

TikTok's Smart+, an AI-powered ad-buying tool that automates and optimizes ad campaigns, allows marketers to selectively use its features for enhanced ad performance. The tool aims to close the gap with Meta's Advantage+ by offering streamlined ad management and improved ROI. Early results show promising improvements in ad spend efficiency and conversion rates, positioning TikTok as a competitive player in the digital advertising space.

2024.10.11
digiday.com7 min readTLDR AI

O1 REPLICATION PROGRESS REPORT

Researchers from GAIR and NYU have been working to understand the key algorithmic innovations that led to OpenAI's o1 model developing such strong performance. In this report, they introduce the idea of “Journey Learning” data, which when given to a model improves math performance by 8% in absolute terms.

2024.10.11
github.com12 min readTLDR AI

I WANT TO BREAK SOME LAWS TOO

This article discusses using an automated pipeline for data cleaning, inspired by the Minipile method, which pruned datasets to achieve significant performance results with a fraction of the original data size. By employing techniques like few-shot prompting and clustering, the approach streamlines dataset refinement for AI training, breaking traditional scaling laws by focusing on data quality over quantity. The findings suggest that foundational datasets with more refined data can optimize AI model training, reducing resource consumption while enhancing performance.

2024.10.11
snats.xyz20 min readTLDR AI

Sponsored

Get in front of the 260k+ crypto professionals and enthusiasts reading this newsletter. Learn more [4] about running your first campaign.

2024.10.11
advertise.tldr.techSponsorTLDR Crypto

SEC CHAIR GARY GENSLER ON CRYPTO: ‘IT'S UNLIKELY THIS STUFF IS GONNA BE A CURRENCY'

SEC Chair Gary Gensler expressed skepticism about cryptocurrencies like Bitcoin ever becoming widely used as currencies, instead viewing them as more of a store of value. He defended the SEC's aggressive enforcement actions against crypto companies, emphasizing the need for strong enforcement due to the prevalence of fraud in the crypto space, adding that existing regulations, like the Howey Test, are sufficient for overseeing the industry.

2024.10.11
coindesk.com2 min readTLDR Crypto

US CHARGES 3 COMPANIES, 15 PEOPLE WITH CRYPTOCURRENCY FRAUD

In an FBI-led investigation, three companies and fifteen individuals have been charged with fraud and market manipulation after agreeing to promote an FBI-created crypto security. The individuals and companies agreed to inflate token trading volume before selling tokens, a classic “pump and dump” scheme.

2024.10.11
links.tldrnewsletter.com2 min readTLDR Crypto

DELTA: A NETWORK OF NETWORKS WITH SHARED STATE

Delta introduces a “network of networks” architecture that separates execution and settlement. It uses zk-settlement and a leaderless consensus protocol to balance sovereignty and interoperability. It has a shared global state and native interoperability between “domains,” allowing for appchains and rollups to have lower barriers to entry and communication.

2024.10.11
threadreaderapp.com5 min readTLDR Crypto

UNICHAIN – AN ETHEREUM L2 DESIGNED FOR DEFI

Uniswap Labs has introduced Unichain, an L2 blockchain optimized for DeFi on Ethereum, aimed at improving transaction speed, reducing costs, and simplifying cross-chain swaps. The platform includes innovations like near-instant transaction times, decentralized block verification, and seamless multi-chain liquidity management.

2024.10.11
blog.uniswap.org4 min readTLDR Crypto

THE HITCHHIKER'S GUIDE TO CHAIN ABSTRACTION

Chain abstraction is a solution to onchain liquidity and experience fragmentation that simplifies crosschain user experiences. The CAKE Framework outlines a structured approach using Permission, Solver, and Settlement layers, with projects that implement abstraction at application, account, and blockchain levels. Despite challenges around security, standardization, and decentralization, chain abstraction promises to enhance interoperability and usability in these increasingly fragmented ecosystems.

2024.10.11
x.com15 min readTLDR Crypto

WTF IS FINALITY?

Finality in blockchains refers to the point when a transaction becomes permanently and irreversibly part of the ledger, much like how wet concrete eventually hardens into a solid state. This article uses this analogy to explain how different blockchain systems, like Ethereum and Bitcoin, achieve finality — Ethereum through validator consensus over epochs and Bitcoin through the longest chain rule in Proof of Work, though Bitcoin never truly reaches a final, irreversible state.

2024.10.11
x.com7 min readTLDR Crypto

TRUMP-LINKED WORLD LIBERTY FINANCIAL TO RAISE $300 MILLION AT $1.5 BILLION VALUATION: ROADMAP

World Liberty Financial, a DeFi project tied to Donald Trump and his sons, is set to raise $300 million by selling 20% of its governance token supply at a $1.5 billion valuation. The token, initially non-transferable for 12 months, will allow holders to vote on platform development, with the project's roadmap including DeFi lending, KYC integration, and fractionalizing real-world assets for digital finance.

2024.10.11
threadreaderapp.com3 min readTLDR Crypto

CRYPTO MARKET VIEWS

The effectiveness of Fed rate cuts and China's stimulus in influencing the crypto market has been overstated, with the impact of global liquidity on crypto prices being less direct than for stocks. Despite some market participants expecting these factors to strongly boost crypto prices, the actual market dynamics, including capital flows between crypto and traditional Chinese stocks, suggest a more nuanced influence with ongoing corrections possible due to high leverage.

2024.10.11
threadreaderapp.com2 min readTLDR Crypto

HEADSPACE'S NEW AI CHATBOT WILL OFFER MENTAL HEALTH SUPPORT TO SUBSCRIBERS

Headspace has introduced Ebb, a generative AI-powered chatbot designed to provide personalized support for mental health issues using motivational interviewing techniques. The chatbot has two main functions: encouraging users to reflect on events and offering app content or prompting gratitude reflections. Ebb cannot give direct mental health advice but will provide crisis hotline information if a user seems at immediate risk. Headspace is considering expanding Ebb's memory and integrating it more deeply with its professional care services to improve user experience.

2024.10.11
links.tldrnewsletter.com2 min readTLDR Design

YOUTUBE IS TESTING A NEW VIDEO PLAYER UI ON ANDROID, BUT NOT EVERYONE IS A FAN

YouTube is testing a revamped video player UI for its Android app that includes several relocated buttons and displays more video information. The update moves elements like the video title and channel details to new positions, adds gesture capabilities for playlist navigation, and includes a second playlist and video chapter buttons. Many Android users are dissatisfied with these changes and expressed dissatisfaction in online forums. While the interface seems more suited to larger screens, user reception has been mixed.

2024.10.11
androidauthority.com2 min readTLDR Design

NEWLY RELEASED APPLE DEVELOPER VIDEOS ON YOUTUBE ARE A TREASURE TROVE OF DESIGN INSIGHTS

Apple's Worldwide Developers Conference is an essential event for app developers and designers. It offers insights into the company's latest software and hardware innovations and design philosophy. Traditionally exclusive to Apple's Developer website and app, WWDC sessions are now accessible on YouTube, providing global access for designers beyond the Apple ecosystem. This new repository is a significant resource for expanding UI/UX design knowledge and skills.

2024.10.11
creativebloq.com2 min readTLDR Design

IOS 18.1 MAKES APPLE PHOTOS BETTER IN THREE KEY WAYS, HERE'S WHAT'S COMING

iOS 18.1 introduces three major AI-powered upgrades to the Photos app: Clean Up for removing unwanted objects, improved natural language search, and custom Memory movie creation. These features enhance photo editing, search accuracy, and personalized video generation, making the app more intuitive and powerful for users.

2024.10.11
9to5mac.com3 min readTLDR Design