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A study using passive panel data found that YouTube podcast simulcast ads drove a 7-8% lift in site visitation among exposed audiences compared to pre-campaign levels. Viewers skewed younger, more male, and less diverse than the broader podcast audience. This points to the need for tailored creative and media strategies depending on the mix of audio and video podcasts.
Gen Z, now more than half of Pinterest's user base, is reshaping autumn style with an emphasis on sustainability and individuality. Searches for thrifted fashion and decor have surged, and Pinterest is amplifying this with a new in-app Thrift Shop. Complementing the thrift wave are nostalgic aesthetics like 2000s prep, polka dots, 1960s glamour, and Art Deco interiors, alongside beauty looks rooted in grunge, sea-inspired skincare, and cozy layered scents. Seasonal interests also extend to travel escapes and playful mini bakes.
User-generated distribution (UGD) drives growth by turning user actions into marketing, as seen with Notion, Duolingo, Canva, and Figma. Notion scaled from 1M to 100M users by making templates shareable, while Canva's 90% user-created templates led to over 13B designs shared. Duolingo leveraged volunteer-built courses and streak-sharing to attract learners, and Figma's collaborative files turned invites into new sign-ups. Successful UGD loops require seeding initial content, incentivizing quality contributions, making outputs easy to share, and continuously curating and iterating to sustain growth.
Not every platform is right for every audience since Gen Z spends time on TikTok and Snapchat, Millennials use Instagram, Gen X prefers Facebook, and B2B buyers engage on LinkedIn. Choosing the right platform means matching where your customers spend time with what you want to achieve, whether it is conversions, engagement, or awareness. When brands prioritize platform fit over hype or wanting to be everywhere, they are able to maximize return on investment and avoid wasting money.
This report was vibe-coded by the Ahrefs team. It shows how traffic from Google compares to traffic from ChatGPT, including how both grow month-over-month. The data automatically updates every month.
To capitalize on social search, advertisers need to move from individual channel optimization to ecosystem thinking, ensuring coordination across search, social, and content teams. Building authority through creator-driven communities and brand advocates is becoming a competitive edge, alongside a disciplined test-and-learn approach to evolving platform features. Success will depend on flexibility, structured experimentation, and readiness to adapt strategies as consumer behavior and ad tools continue to converge.
Social media has fueled an epidemic of borrowed opinions. One viral video can instantly set the dominant view. TikTok's algorithm magnifies this by flooding feeds with repetitive takes until familiarity feels like truth. This makes it easy to adopt opinions without reflection. Instead of doing the harder work of reading, questioning, and debating, many outsource thinking to comments and trends, leaving beliefs fragile. Reclaiming independent thought means resisting this cycle by pausing, challenging biases, and seeking diverse views.
Panera capitalized on Taylor Swift's mention of sourdough by launching a themed meal and merchandise within 16 hours, generating 500 million impressions and selling out products in hours. Reese's leveraged its brand color and Swift's fan terminology to connect an Oreo collaboration to the cultural moment, securing premium ad placements and strong early engagement. These examples illustrate how speed, cross-channel execution, and cultural alignment can translate directly into consumer response and short-term growth.
A quadrant that maps where formats like conferences, webinars, and data snacks land.
7 questions to ask to gauge how good or bad your messaging is.
The Authenticated Transfer Protocol (ATProto) is the underlying technology of Bluesky. This article describes the core components of ATProto, including records, blobs, lexicons, DIDs, handles, and AT URIs, outlining how they structure data and identify users. It also goes over the server architecture, focusing on the roles of PDSes (Personal Data Servers), relays, AppViews, labellers, and feed generators in processing and distributing data across the network.
Rari is a full-stack React framework built on a custom Rust runtime with V8. Its architecture consists of three layers: a Rust core runtime for executing React Server Components, smart Vite integration for RSC-aware transformations and dependency management, and true server-side rendering with streaming support. It uses file-based routing with automatic code splitting and prefetching, optimizing bundle sizes and performance.
Nx and NgRx Signal Store provide a structured approach to Angular application state management. The architecture in this article goes over a library-based structure with clear separation of concerns between data access, state management, UI, and features. It enforces dependency rules to prevent architectural drift and allows benefits like build optimization, testing isolation, and team scalability.
Security configurations can now be altered live in EC2. Instance reliability has improved a lot, and Spot Instance pricing is less volatile. S3 now has read-after-write consistency, deprecated ACLs, and simpler Glacier integration. AWS networking has been updated with better VPC options, quicker CloudFront updates, and advancements in load balancing.
This dev switched to Zen Browser after being disappointed with Arc's shift to an AI-focused browser called Dia, which lacked the power-user features he valued. He found Dia's privacy concerns and increased competition unappealing. While Firefox is a reliable option, Zen Browser offers a more streamlined, Arc-inspired UI with customizable features built on top of the Firefox framework.
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Zedless is a fork of the Zed editor with a focus on privacy and local-first functionality. It removes reliance on cloud services, removes telemetry, and prioritizes user-configurable infrastructure with disabled-by-default network features.
Herb is an ecosystem of developer tools designed to improve the experience of working with HTML+ERB templates through accurate parsing. The core of Herb is a fast, portable, HTML-aware ERB parser written in C that generates a detailed syntax tree. This ecosystem includes tools such as a language server, formatter, and linter, integrating into editors and CI pipelines.
Tidewave Web is a new in-browser coding agent for Rails and Phoenix web applications that runs directly in the development environment. Unlike traditional coding agents, it provides shared context by understanding the UI state, framework, and accessing developer tools like the database and logs. This removes the need for constant back-and-forth between the developer and the agent.
Dropbox had over 90% AI adoption among its engineering teams in 2025 due to strong leadership alignment and a culture of knowledge-sharing. The company uses a hybrid approach of both external AI tools like GitHub Copilot and internally-built custom solutions to address specific needs in coding, code reviews, testing, and debugging.
The "Bus Factor" measures the risk of losing knowledge if key team members leave. With the rise of "AI first" approaches using tools like ChatGPT, many people are becoming comfortable with a Bus Factor of zero, where no one understands the AI-generated code. This reliance on LLMs for code generation makes maintaining and debugging software extremely difficult.
Zed is a coding platform that raised $32M in Series B funding led by Sequoia Capital. Its goal is to create an IDE where code discussions are directly linked to the code, addressing the limitations of current snapshot-based systems like Git. Zed is developing DeltaDB, a new operation-based version control system that tracks every edit, allowing for real-time collaboration with both humans and AI agents.
Claudia is a desktop application that provides a GUI for managing Claude Code sessions, creating custom agents, tracking usage, and offering project management features.
AGENTS.md is a simple, open-source Markdown file used by AI coding agents to understand project context, setup, coding style, testing, and PR guidelines.
Microsoft's Copilot AI tool had a vulnerability that allowed users to access files without leaving a trace in the audit log, but despite fixing the issue, Microsoft chose not to disclose it to customers.
Nestable is a tool that allows users to create infinitely nested pages/canvases, search across content, deep link to specific elements, and import/export their work.
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Meta is splitting its AI division into four groups. One will focus on AI research, one on 'superintelligence', another on product, and one on infrastructure. The reorganization is likely to be the final one for some time. It is aimed at better organizing the company so it can get to its goal of superintelligence and develop AI products more quickly to compete with others.
Apple looks to be set to debut a big software upgrade for AirPods Pro 2 at its iPhone 17 event. The upgrade will implement Live Translation, which should enable real-time conversations with people who speak other languages. The arrival of the AirPods Pro 3 is taking longer than expected.
Bill Gates and the Alzheimer's Disease Data Initiative have launched a global competition that aims to accelerate Alzheimer's disease research using AI. The winning AI tool will be publicly available for researchers worldwide. AI has the potential to revolutionize the pace and scale of dementia research. Gates announced the initiative in November 2020, just months after his father died from the disease at age 94.
Google and Kairos Power plan to deploy an advanced nuclear power plant connected to the Tennessee Valley Authority's (TVA) electric grid by 2030. The TVA has agreed to purchase up to 50 megawatts of power from the reactor. Kairos' Hermes 2 reactor will help power Google's data centers in Montgomery County, Tennessee, and Jackson County, Alabama. Kairos and Google will bear the financial risk associated with building the project, while the TVA will provide the revenue stream the plant needs to operate through the power purchase agreement.
This developer wanted a map that showed places they have already been in a visually pleasing way. They also wanted a way to share live locations. This post discusses how they built a tool to do just that.
Twick is an AI-powered video editing toolkit. It features a canvas timeline, drag-and-drop editing, AI captions, and serverless MP4 export. Twick contains a collection of packages for individual and image manipulation built with modern web technologies. It is perfect for building custom video apps.
US companies have invested between $35 to $40 billion in generative AI initiatives, and so far have almost nothing to show for it. Only 5% of organizations have successfully integrated AI tools into production at scale. Confidence in AI initiatives is declining among corporate leaders. The divide is due to the inability of AI systems to retain data, adapt, and learn over time, rather than insufficient infrastructure, learning, or talent.
Sam Altman told reporters in San Francisco last week that GPT-6 will arrive faster than the gap between GPT-4 and GPT-5. The model will adapt to users, allowing people to create chatbots that mirror personal tastes. Altman says he sees memory as the key to making ChatGPT truly personal. OpenAI has been working closely with psychologists to help shape the product.
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Co-location capacity in North American datacenters has dropped to a record low.
New SSL/TLS certificates will expire every 47 days by 2029 - companies that adopt early will gain competitive advantages through more robust, automated infrastructure.
Computer science graduates are facing 6.1% unemployment in 2025 - computing engineering majors are faring even worse at 7.5% unemployment.
Wyoming's stablecoin, issued in partnership with LayerZero, will operate across Ethereum, Solana, and Avalanche, along with Ethereum scaling networks Polygon, Arbitrum, Optimism, and Base.
The Great Firewall of China exhibited anomalous behavior between approximately 00:34 and 01:48 Beijing Time on August 20 that caused massive disruption of the Internet connections between China and the rest of the world.
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Sam Altman said that GPT-6 will arrive more quickly than the two-year gap between GPT-4 and GPT-5, emphasizing memory as the breakthrough advancement. Personalization, specifically adjusting a model's political beliefs, may satisfy a new executive order that requires federal AI systems to be ideologically neutral.
DeepSeek quietly released DeepSeek V3.1 on Tuesday. The 685-billion parameter system challenges the dominance of American AI giants and reshapes the competitive landscape. Early performance tests revealed benchmark scores that rival proprietary systems from OpenAI and Anthropic. The model's hybrid architecture seamlessly integrates chat, reasoning, and coding functions into a single, coherent model.