The Artificial Analysis Adoption Survey Report examines trends in AI usage and analyzes adoption rates, primary use cases, and demand across chatbots, coding agents, LLM model families, providers, and chip companies. The report found companies are starting to use AI in production, with engineering and R&D being the clear frontrunner use cases. Google, xAI, and DeepSeek have gained share in the first half of 2025 while Meta and Mistral have lost share. Organizations are open to Chinese models if hosted outside of China.
2025.07.16·threadreaderapp.com·3 min read·TLDR One trick that helps developers write code faster and more accurately is to sketch proofs in your head when you're working on something difficult. Doing this without interrupting flow takes a lot of practice, but once you get good at it, you'll find a surprising amount of code will work on the first or second try. This article demonstrates a few examples of how this technique can be applied.
2025.07.16·the-nerve-blog.ghost.io·14 min read·TLDR A new type of deal structure has emerged in AI as an alternative to acquisitions and hiring. It involves hiring the core team from a startup and gaining a non-exclusive license to the startup's intellectual property in exchange for substantial licensing fees, which are distributed as dividends out to investors and employees. These startups then continue to operate under new leadership. These 'Hire And License Out' (HALO) deals are still new and remain poorly understood.
2025.07.16·kwokchain.com·19 min read·TLDR Tesla's Diner, Drive-in, and Supercharger in Los Angeles is getting close to opening. The site is pretty much done - Elon Musk ate a meal at the site, and vehicles have been spotted charging at the charging stalls. The site will be open 24 hours a day, 7 days a week when it finally opens. Photos of the Diner are available in the article.
2025.07.16·teslarati.com·2 min read·TLDR Sponsored
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2025.07.16·analyticsindiamag.com·4 min read·TLDR A 27-minute launch window for the KF-01 mission, which aims to send 24 Kuiper satellites to orbit on one of SpaceX's Falcon 9 rockets, opened at 2:18 AM ET.
Meta plans to build data centers so large that they cover significant portions of Manhattan's footprint.
2025.07.16·implicator.ai·7 min read·TLDR Troy Jones, vice president of sales, service, and delivery in North America, has departed after 15 years at Tesla.
2025.07.16·links.tldrnewsletter.com·2 min read·TLDR Developers are increasingly interacting directly with the terminal instead of working on code.
2025.07.16·techcrunch.com·5 min read·TLDR This article looks at the insights, tactics, and workflows Shopify used to get its workers to use AI effectively.
2025.07.16·firstround.com·20 min read·TLDR Sponsored
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2025.07.16·amazon.jobs·Sponsor·TLDR AI With no revenue or products, the former OpenAI CTO's startup landed one of the largest seed rounds ever from Andreessen Horowitz, Nvidia, and others. Two-thirds of the team are former OpenAI employees.
2025.07.16·links.tldrnewsletter.com·2 min read·TLDR AI NVIDIA CEO Jensen Huang confirmed plans to restart H20 GPU sales to China following U.S. government licensing assurances and announced a new fully compliant RTX PRO GPU tailored for industrial AI use in China.
2025.07.16·blogs.nvidia.com·2 min read·TLDR AI Mistral's has released Voxtral, its first open-source audio model suite. It features a 24B parameter model for large-scale use and a 3B variant for edge deployment.
2025.07.16·mistral.ai·8 min read·TLDR AI A former OpenAI employee shares personal reflections on the company's culture and mission, describing it as a uniquely impactful yet complex place to work. The post provides insight into the internal atmosphere during a pivotal time.
2025.07.16·calv.info·27 min read·TLDR AI xAI had the goal of releasing something that could be called 'the world's smartest artificial intelligence' - and it successfully found benchmarks to enable it to take that claim. However, these benchmarks are misleading. While Grok 4 has a lot of raw intelligence, for most practical purposes, it seems to be inferior to OpenAI's o3. This post takes a more nuanced look at Grok 4's abilities.
2025.07.16·thezvi.substack.com·48 min read·TLDR AI Sponsored
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2025.07.16·sokosumi.com·Sponsor·TLDR AI LLM performance degrades significantly as input length increases, even on simple tasks like text retrieval and replication. Multiple controlled experiments revealed that even frontier models don't process context uniformly, and performance becomes increasingly unreliable with longer inputs.
2025.07.16·research.trychroma.com·31 min read·TLDR AI Asymmetry of verification is the idea that some tasks are much easier to verify than to solve. Examples of this are everywhere, for example, Sudokus take a lot of time to solve, but it is trivial to check if any given solution is correct. One of the most important realizations about asymmetry of verification is that it is possible to improve the asymmetry by having privileged information about the task - for example, it is trivial to check test answers with an answer key on hand. AI will likely be much better at verifiable tasks because it's much easier to solve verifiable tasks.
2025.07.16·jasonwei.net·6 min read·TLDR AI A coding AI agent that supports any LLM backend, including local models, and has both desktop and CLI interfaces. Like typical coding agents, it handles end-to-end development workflows from planning to testing.
2025.07.16·github.com·GitHub repository·TLDR AI Improving AI agents for offensive cybersecurity tasks is cheap and easy: with just $36 of compute time, Princeton researchers increased attack success rates by over 40% through simple techniques like prompt refinement and self-training. Static safety assessments miss this "bubble of risk" where adversaries can cheaply adapt open-source models beyond their original safety profiles, especially in cybersecurity, where clear success signals enable rapid iteration.
2025.07.16·polarislab.org·4 min read·TLDR AI The Incentive Flywheel, discovered by Benjamin Franklin, has been at the heart of balancing progress and security for new technology waves since it was created when fires threatened Philadelphia's growth. It won't appear fast enough on its own for AI - it needs to be jump-started. This essay outlines 25 actions that entrepreneurs and policymakers must take by 2030 across agents, foundation models, and data centers. If the West slows down progress in AI, China could dominate the 21st century, but if it accelerates recklessly, accidents will halt progress - like with nuclear power.
2025.07.16·underwriting-superintelligence.com·27 min read·TLDR AI Sponsored
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2025.07.16·tldr.tech·Sponsor·TLDR AI Anthropic's Financial Analysis Solution can help financial professionals make investment decisions, analyze markets, and conduct research.
2025.07.16·cnbc.com·3 min read·TLDR AI Google outlined new AI-powered tools and partnerships designed to enhance cybersecurity, including agentic systems and platform updates.
2025.07.16·blog.google·4 min read·TLDR AI Amazon S3 Vectors is the first cloud object storage with native support for storing and querying vectors.
2025.07.16·aws.amazon.com·2 min read·TLDR AI A procedural vote to advance three key crypto measures, including a stablecoin framework, a token classification bill, and a ban on a U.S. retail CBDC, was blocked by a coalition of conservative Republicans and Democrats, casting doubt on “Crypto Week” ambitions. Speaker Mike Johnson said he would continue negotiations and bring the package back for another vote soon. Shares of Circle and Coinbase fell over 4% and 1.5% respectively on the news before trimming losses.
2025.07.16·links.tldrnewsletter.com·6 min read·TLDR Crypto Both the DOJ and the CFTC have formally declined to bring charges against Polymarket after civil and criminal probes into alleged acceptance of US bets, despite a 2022 CFTC settlement and $1.4 million fine requiring the platform to block US users. The investigations – one criminal led by the Manhattan U.S. Attorney's Office and one civil by the CFTC – followed an April raid on CEO Shayne Coplan's apartment but concluded with declination notices this month. Polymarket's handling of over $3.6 billion in presidential-election wagers underscored regulators' initial focus on market scale and cross-border compliance.
Dakota is building the first globally accessible business financial account leveraging stablecoins, US Treasuries, and traditional rails. The platform lets companies in 100+ countries open accounts, execute SWIFT/SEPA/ACH/wire and stablecoin payments in minutes, issue smart corporate cards, and earn up to 4% yield on balances. Since its launch in 2024, over 500 businesses have processed billions in transactions.
2025.07.16·links.tldrnewsletter.com·5 min read·TLDR Crypto Bitwise has launched daily third-party Proof of Reserves verification for its Bitcoin and Ethereum ETFs ($BITB and $ETHW). Each trading day, the auditor confirms onchain balances and reconciles them against outstanding ETF shares, replacing the old method of listing 90+ wallet addresses. Soon, Bitwise will introduce daily CPA-attested reports covering both assets and liabilities, effectively setting a new standard for onchain transparency in public crypto funds.
HyperEVM, Hyperliquid's EVM-compatible layer 1, has seen consistent growth in transaction volume, TVL (now 10th among L1s), and developer adoption since its February launch. The CoreWriter upgrade, enabling HyperEVM contracts to write directly to HyperCore's perpetuals and order books, is set to unlock integrated DeFi use cases and drive a surge in applications. Native HYPE gas burns and a dual-block, iterative rollout highlight a measured scaling approach that protects HyperCore's performance. With trading, lending, vaults, and staking poised to co-exist natively across both chains, HyperEVM is transitioning from a sidecar into a core pillar of Hyperliquid's unified financial stack.
Congress has declared July 14-18 as “Crypto Week” to fast-track landmark digital asset bills aimed at solidifying U.S. leadership in blockchain innovation. The GENIUS Act would establish the first federal stablecoin framework, mandating 1:1 dollar backing and monthly reserve disclosures to enable mainstream issuance by firms like Amazon or Walmart. The CLARITY Act draws clear lines between SEC and CFTC oversight based on token decentralization and usage, while offering fundraising safe harbors for early-stage projects. Meanwhile, the Anti-CBDC Act seeks to block a Federal Reserve retail digital dollar to preserve financial privacy, collectively signaling regulatory clarity, boosting institutional confidence, and protecting consumer freedoms.
2025.07.16·links.tldrnewsletter.com·12 min read·TLDR Crypto Ethereum is pivoting to a zkEVM-based architecture that replaces transaction re-execution with real-time zero-knowledge proof verification, targeting 10,000 TPS on L1 and 10M TPS ecosystem-wide. This shift is powered by breakthroughs like Succinct's SP1 prover, a multi-horizon roadmap backed by the Ethereum Foundation, and innovations such as RISC-V Type 0 zkVMs and FOCIL for censorship resistance. The ultimate goal is decentralized validation on minimal hardware, unlocking on-chain abundance, and obsoleting optimistic rollups.
2025.07.16·links.tldrnewsletter.com·3 min read·TLDR Crypto Ether.fi's Cash credit product has crossed $14.85M in total spend since launch, with June alone driving 40% of volume and 1,741 new cardholders. With 3,400+ active users and 400 businesses onboarding, the team is aiming for 40K-100K users by year-end, leveraging deep integration with its yield vaults. The 3% cashback, currently subsidized by Scroll, may be adjusted as interchange fees and vault-linked monetization scale, positioning Ether.fi as a crypto-native challenger to fintech giants like Revolut and Robinhood.
After years of commitment to the Cosmos ecosystem, the Orbit Earn team has decided to leave, citing persistent challenges with liquidity, developer tooling, and user distribution.
Bitcoin fell below $117,000 following a sharp rally to $122,800 as traders took profits and turned cautious ahead of the June U.S. CPI release.
2025.07.16·links.tldrnewsletter.com·4 min read·TLDR Crypto $TRUMP will unlock 40 million tokens (20% of its total supply) tomorrow, releasing $370 million worth of tokens into circulation.
SharpLink has amassed 280,706 ETH (~$829 million), making it the largest Ethereum holder among publicly traded companies.
Claude now allows users to create, edit, and manage Canva designs through natural language prompts. The integration utilizes Canva's Model Context Protocol server and requires both paid Canva and Claude accounts, at $15 and $17 per month, respectively. This marks Claude as the first AI assistant that supports Canva workflows through MCP. A new integrations directory is being launched to showcase available third-party tools.
Nextdoor has launched a major redesign of its app, introducing real-time emergency alerts, local news partnerships with over 3,500 publishers, and an AI-powered recommendation tool called "Faves" that draws on 15 years of user conversations. The updates aim to reverse declining engagement by positioning the platform as a practical, hyperlocal utility rather than just a social network. CEO Nirav Tolia emphasized that Nextdoor's value lies in its ability to deliver personalized, neighborhood-specific information that can't be found on broader platforms like Google or ChatGPT.
Webflow launched a new version of Interactions, powered by GSAP, which enables users to create sophisticated animations without coding through a horizontal timeline interface. The update includes features like SplitText, staggers, and ScrollTrigger, plus the ability to reuse interactions across sites for improved workflow efficiency. The initial release will be rolled out to all Webflow users by the end of July at no additional cost. More GSAP features have been planned for future updates.
Andrew Thomas, Head of Retail Design at Google EMEA, shared his creative journey and philosophy with members of Creative Boom's private network, The Studio, emphasizing the transformative power of belief, collaboration, and resilience in creative work. Drawing on personal experiences—from designing for Kylie to leading campaigns for global brands—he encouraged creatives to respect ideas, seek diverse perspectives, and embrace feedback as a tool for growth and innovation.
Apple is facing growing criticism over a string of underwhelming product launches and its sluggish entry into the AI space, with research firm LightShed suggesting the company may need a new, more product-focused CEO to remain competitive. As rivals surge ahead in AI innovation, commentators argue that under Tim Cook's leadership, Apple has lost its edge in design and breakthrough hardware, raising doubts about its future growth trajectory.
AI is transforming product design by enabling rapid prototyping, automating tasks, and streamlining collaboration, but its speed and convenience risk overshadowing critical thinking and systems-level understanding. While AI can be a powerful accelerator, designers must avoid over-reliance on tools and maintain a strong foundation in strategic thinking, user insight, and holistic problem-solving to ensure quality, purpose-driven outcomes.
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A plugin for Figma that helps designers create design variables and styles quickly. The word Kigen is Japanese for 'origin', 'source', or 'starting point'.