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The Justice Department has asked a US District Judge to order Google to divest AdX, an advertising exchange. It claims the divestiture would enable meaningful change. Google claims that it would be a radical solution that would remove the company from the advertising-exchange business completely. Google plans to appeal the ruling that it violated the law.
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Thoughts by Lee Robinson, a developer and writer working at Cursor who has been coding for 15 years.
Meta's AI dating assistant is designed to help users find matches who are more closely tailored to what they are looking for.
The study of Data Structures and Algorithms is overemphasized, as actual software engineering almost never involves implementing the algorithms that are commonly taught.
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SpaceX's dominance in the reusable rocket field is one of the most important advantages the US has over China as competition between the two nations extends to space.
Managers need to think about developer productivity in terms of units and how those units are connected to profit in order to prioritize by value, eliminate unnecessary work, and validate quickly.
Sometimes the best opportunities come from the most unexpected places, so show up, speak up, and keep building.
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Nvidia and OpenAI signed a letter of intent to build data centers powered by 10 gigawatts of Nvidia systems, with investments potentially reaching $100 billion to support future AI model development.
Oracle has promoted Clay Magouyrk and Mike Sicilia to co-CEO roles, signaling a leadership transition as it focuses on scaling its AI infrastructure capabilities. Former CEO Safra Catz has moved into the role of executive vice chair of the board.
The mysterious Jony Ive hardware project at OpenAI is taking shape. OpenAI is working on multiple AI devices, including a smart speaker without a display, glasses, a voice recorder, and a wearable pin, targeting late 2026 or early 2027 releases. The company contracts with Apple suppliers and is actively poaching Apple hardware employees.
OpenAI argues its new Responses API is part of the inevitable evolution from turn-based chats to persistent agentic reasoning that maintains state across conversation turns. The company claims GPT-5 achieves 5% better performance on TAUBench through preserved reasoning state and reports 40-80% improved cache utilization. It also adds hosted tools so developers don't have to build their own retrieval pipelines from scratch.
AI coding requires a mindset shift, emphasizing ownership of AI-generated code and exploiting opportunities for maximum efficiency. Success lies in treating AI coding like management, focusing on creating and leveraging productive gradients where minimal effort yields significant rewards. Junior engineers might have an advantage over seniors in adapting to this new role, as embracing AI demands stepping out of comfort zones and fostering a strong sense of responsibility.
Grok 4 is the largest (known) training run to date. Researchers estimate it cost $490 million, required enough electricity to support a 4,000-person town for a year, and had a carbon footprint roughly equivalent to annual emissions from 3 airplanes.
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Hear directly from the Salesforce engineering and developer teams on how they're using Slack and AI-powered agents to speed up code deployment and get time back by automating routine requests. See their
Qwen recently made several announcements on X, including official FP8 quantized versions of its Qwen3-Next models, Qwen3-TTS-Flash, Qwen3-Omni, and Qwen-Image-Edit-2509. Qwen3-Omni is a 30-billion-parameter model that supports text, audio, and video input and text and audio output. More details about the announcement are available in the article.
Tool calling is many orders of magnitude more costly than calling a plain old function from code. People should design their agentic systems according to the limit on how many tool calls their agents can effectively make. Using a tool call to add two numbers once probably doesn't matter, but scaling the problem up to 1,000 numbers will require a long wait and may exceed context window limits. Calling a function many times in a loop is one of the most common ways to solve a problem with code.
Seal Showdown is a new benchmarking tool that allows users to test various AI models head-to-head and vote on which one performs better. Unlike LMArena, it captures real preferences to more closely reflect how everyday users feel about various models. Rankings are derived from conversations on Scale's Outlier platform, so each user's country, education level, profession, language, and age can be verified. This allows the platform to show which models are most popular according to specific regions, languages, ages, and use cases.
DeepMind recently released the third version of its Frontier Safety Framework, which explores how generative AI systems can become threats. The safety framework details critical capability levels for assessing AI models that define the points at which behavior becomes dangerous. It also discusses ways for developers to address these risks. Misaligned AIs may ignore human instructions, produce fraudulent outputs, or refuse to stop operating when requested. For now, developers can prevent this by monitoring AI's chain of thought outputs, but future models may hide their reasoning, making it impossible to determine with certainty that a model is working against the interests of its human operator.
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Facebook Dating has introduced an AI chatbot to help users refine profiles and request tailored match suggestions, aiming to combat swipe fatigue and improve user experience.
Some features will initially only be available to Pro subscribers, and some new products will have additional fees because of the associated costs.
PyTorch's TorchAO team released pre-quantized versions of popular models using int4 and float8 precision optimized for both mobile and server deployments.
China's securities regulator (CSRC) has informally advised some domestic brokerages to halt their real-world asset (RWA) tokenization business in Hong Kong, citing risk management concerns. The move comes as Hong Kong positions itself as a global hub for digital assets, with 77 firms expressing interest in stablecoin licenses, even while Beijing maintains a cautious stance. The CSRC's pause reflects worries about firms making claims without sufficiently strong backing, amid a booming RWA market that could reach $2 trillion by 2030.
A teenage hacker named Noah Urban from the cybercriminal gang Scattered Spider, along with an accomplice called Jack, successfully gained access to a Crypto.com employee account through phishing attacks targeting telecommunications, technology, and cryptocurrency company staff. The breach occurred before March 2023, when Urban was targeted in an FBI raid that seized $4 million worth of cryptocurrency plus hundreds of thousands in cash and jewelry. Urban was later arrested in January 2024 and sentenced to 10 years in prison after pleading guilty to involvement in hacks of 13 companies. Crypto.com confirmed to Bloomberg that the breach affected "a very small number of individuals" with no customer funds accessed. Blockchain sleuth ZachXBT criticized the exchange for failing to disclose the breach and noted that it has been breached several times.
Plasma One is a stablecoin-native neobank and card that addresses the friction in current stablecoin usage, where people globally rely on generic crypto wallets and struggle with cash conversion. Targeting markets like Istanbul, Buenos Aires, and Dubai, where exporters, store owners, and traders use USDT for trusted currency access, the application offers spending directly from stablecoin balances while earning 10%+ yields, up to 4% cash back rewards, borderless coverage across 150+ countries and 150 million merchants, zero-fee USDT transfers, and fast onboarding with virtual cards available in minutes. Plasma One serves a dual purpose as both a distribution mechanism to provide financial inclusion for underserved markets and as a testing ground for Plasma's onchain payments infrastructure. It will allow the team to iterate quickly and prove their technology under real demand before offering it to external institutions and developers.
Prediction markets like Polymarket let users bet on real-world events, from elections to crypto prices, and earn if their predictions are right. Built on blockchains like Polygon, they're decentralized (no single company controls funds), transparent (all bets are on-chain), and easy to access using stablecoins like USDC. Smart contracts handle payouts automatically, while oracles feed real-world data to settle outcomes, making them a fast-growing onchain use case.
The Federal Reserve's 25 basis point rate cut, accompanied by guidance for further easing, has bolstered risk-on sentiment and created a supportive environment for risk assets in the near term through this dovish monetary policy stance. Digital Asset Trusts are showing signs of mid-to-late cycle maturation as market Net Asset Values compress and confidence wavers despite new product launches, indicating that premiums are increasingly dependent on overall market momentum rather than fundamental value propositions. Ethereum is experiencing improved demand dynamics coupled with constrained sellable supply, as the Kiln-driven exit queue is temporarily trapping staked ETH and creating long-biased positioning in the market. The potential introduction of a Base token is under consideration, which could have significant implications for the Coinbase L2 ecosystem and broader market dynamics.
Trading bot wallets on Solana have reduced their SOL holdings by 435K tokens (~$96M) over the past six weeks, marking a 24.6% decline. The sharpest drop came from Axiom, down to 390K SOL, while Photon and GMGN also saw significant decreases. This shift suggests bots may be deleveraging or reallocating capital, raising questions about liquidity dynamics in Solana's high-frequency trading ecosystem.
New college graduates are struggling to find traditional entry-level jobs as AI encroaches on sophisticated positions earlier than expected, creating more free time and a greater desire for creative monetization methods, including increased financial market participation, entertainment financialization, and expanded online creation opportunities. Crypto provides optimal infrastructure for these emerging earning models through inexpensive global money rails that create near-limitless customer reach, with anyone able to build and earn using just a wallet and internet connection, regardless of age or location. Companies like Zora enable creator monetization tools, Remix helps gamers create and distribute monetizable games, and The Clearing Co expands tradable market options, demonstrating the wide-open design space for products helping people earn online through content, ideas, investments, and entertainment.
Aave's liquidation systems functioned smoothly across 14 networks despite today's sharp crypto market downturn.
MetaMask's new mUSD stablecoin, issued through Stripe's Bridge and backed 1:1 by liquid dollar-equivalent assets, has grown from $15M to $65M in supply within a week of launch.
Ethereum leads the stablecoin market with $167B market cap, up 12.3% over 30 days, representing 58.7% market share (+5.45% growth).
The crypto market saw $1.7 billion in liquidations over 24 hours, with $1.62 billion coming from longs and $1.09 billion wiped out in just four hours.
Figma upgraded its rendering engine from WebGL to WebGPU to unlock new performance optimizations, requiring significant changes to its graphics interface and shader processing systems. The transition involved creating explicit draw-call arguments, implementing uniform buffer batching, and building a dynamic fallback system to handle device compatibility issues. After extensive testing across multiple device types and careful rollout monitoring, Figma successfully deployed WebGPU while maintaining performance baselines and enabling future optimizations like compute shaders.
Framer's Design Pages transforms the platform from a web builder into a comprehensive design tool with features like vector editing, P3 colors, and advanced masking. The new freeform canvas allows designers to experiment without worrying about responsiveness, then convert iterations into web pages with one click. Design Pages are completely free with unlimited projects and pages, and integrate with Wireframer for generating layouts.
Google Chrome 141 for iOS introduced Liquid Glass design updates, including a refreshed Tab Grid, modernized context menus, rounded corners in sheets and settings, a new pinwheel-style tab loader, and a floating keyboard shortcut bar. The changes highlight Chrome's unique iOS interface. Most other Google apps remain split between older Material Theme and newer Material 3 designs.
AI has fundamentally broken the traditional design agency model by enabling cheap, fast, and high-quality work simultaneously for the first time. The proposed "Anti-Design Agency" approach embraces AI tools, works transparently in public, and charges lower prices due to increased efficiency. Traditional agencies that ignore AI will become irrelevant as designers who leverage AI can deliver faster results at more accessible price points.
Freelancers and small agencies should focus on "right-sized" projects rather than chasing big jobs they're not ready for. The key is delivering 10× ROI by charging clients 10% of the value created—for example, charging $1,000 for work that generates $10,000 in revenue or savings. Success comes from starting with smaller projects where you can guarantee outsized results, then gradually scaling up as you build proof and confidence in delivering larger value.
Entry-level design jobs are disappearing as AI, budget cuts, and remote work erode traditional apprenticeships, leaving newcomers to rely on unpaid gigs, cold outreach, and self-driven projects. What emerges is an uneven system where only the well-connected or persistent succeed, while AI accelerates learning but risks weakening creative foundations—pushing originality, peer networks, and self-started paths to replace the old career ladder.
Volume turns color selection from a flat swatch hunt into a sculptural, 3D design journey. Explore, build, and manipulate color structures as tangible objects and reveal hidden harmonies no flat picker can show.
Aceternity UI is a comprehensive collection of stunning effects ready to use for your website. It's shadcn/ui for magic effects.