The "AI button" UX pattern is limiting and creates unnecessary distinctions between AI-assisted and manual workflows. Better alternatives, like integrating AI as a "shadow teammate" within workflows, enhance collaboration without fragmenting user experience.
2025.05.19·kojo.blog·3 min read·TLDR AI Stability AI is open-sourcing Stable Audio Open Small, a 341 million parameter text-to-audio model optimized to run on Arm CPUs.
2025.05.19·stability.ai·2 min read·TLDR AI Cohere has acquired Ottogrid, a Canadian startup focused on automating enterprise market research workflows.
2025.05.19·threadreaderapp.com·1 min read·TLDR AI U.S. lawmakers raised concerns over Apple's reported partnership with Alibaba, questioning the handling of user data and transparency amid rising U.S.-China tech tensions.
2025.05.19·techcrunch.com·1 min read·TLDR AI Senators Hagerty (R) and Gillibrand (D) say the bipartisan GENIUS Act, designed as the first pro‑growth U.S. regulatory framework for payment stablecoins, could clear the Senate as soon as next week after modest tweaks to address Democrats' consumer‑protection and national‑security concerns. The latest draft bars large public companies like Meta from issuing stablecoins and incorporates “robust consumer protections” to win broader support. Following a failed cloture vote, backers are gearing up for a second 60‑vote threshold today to bring the bill into formal debate and potential amendment. If enacted, the legislation would set clear standards for issuers of USDC, USDT, and other dollar‑pegged tokens.
Mantra's OM plunging over 90% in hours and Movement Labs executives secretly dumping $38 million of MOVE have shattered assumed trust between market makers and project teams. Firms now insist on full disclosure of side agreements, token grants, and unlock schedules, embedding institutional‑grade legal and technical safeguards into their market‑making contracts. The murky secondary OTC market, where locked tokens trade off‑market ahead of vesting, has further distorted supply dynamics and muddied price discovery. In response, liquidity providers are abandoning informal trust in favor of rigorous diligence, enforceable tokenomics terms, and clear contingency frameworks.
Paradigm has released Alloy v1.0, a new smart contract language and toolchain for Ethereum designed to replace Solidity with a safer, faster, and more developer-friendly alternative. Built on Rust and inspired by Sway and Move, Alloy features a modular architecture, robust type system, and seamless integration with foundry tooling. With its formal verification capabilities and compiler-level safety checks, Alloy aims to raise the security and reliability bar for smart contract development.
Flashblocks, built by Flashbots, introduces 200 ms “preconfirmation blocks” on Base to cut inclusion times by up to 10x and deliver near‑instant UX. Integration is optional via Flashblock‑aware RPC providers or direct websocket subscriptions, with no changes required for legacy nodes that will simply fallback to 2 s block times during outages. Developers must account for locked transaction ordering per sub‑block and gas‑limit tiers, and handle rare reorgs and the absence of initial revert protection. Flashblocks has 99.9% uptime and a seamless fallback system.
Coinbase's x402 revives the long‑dormant HTTP 402 status code as a native payment layer for the web, enabling APIs, apps, and AI agents to request and receive instant stablecoin payments directly over HTTP. Clients encountering a 402 response include payment details in an X-PAYMENT header and resubmit the request. Once on‑chain settlement is confirmed by a facilitator, the server fulfills the resource and returns an X-PAYMENT-RESPONSE. By embedding programmable, micropayment‑friendly transfers into standard HTTP without redirects, plugins, or centralized processors, x402 positions itself as a foundational protocol for autonomous, machine‑driven commerce.
This guide explains optimized strategies for farming airdrops across 60 Kaito projects, detailing per‑project reward splits and mission requirements for platforms like Infinex, Soul Protocol, Magic Newton, Novastro, Mantle, and Openledger. Maximizing allocations requires content creation (“yaps”), platform usage, referrals, and staking, and under‑farmed pre‑TGE leaderboards are asymmetric opportunities. There are also ongoing monthly token and USD rewards from protocols such as Sei, Multiplier, Polkadot, and DYDX.
2025.05.19·links.tldrnewsletter.com·18 min read·TLDR Crypto Building collective‑intelligence networks applies Bitcoin's model of global resource coordination to AI by ensuring each new node adds compute (horizontal scaling), produces value that exceeds individual contributions (emergent outputs), remains reliable through cryptographic proofs (verifiable fault tolerance), and aligns participants via token incentives. Specialized decentralized training, data generation, and swarms of AI agents can compound capabilities as more resources join. Fault tolerance is guaranteed by on‑chain verification of work, while mission‑aligned tokens bootstrap and sustain the network. This approach promises open, scalable AI systems that rival centralized labs by crowd‑securing intelligence rather than money.
Berachain is experiencing sharp net outflows as liquidity migrates away following the end of emissions and reward programs. Despite strong TVL in top pools like BYUSD/HONEY and WETH/beraETH, the chain now leads in weekly outflows among major networks, highlighting the difficulty of retaining capital and activity when incentives dry up.
Only 4 rollups hold more than $1B, while 33 sit below $100M, highlighting the fragmented and early-stage nature of the crypto space.
Argentinian President Javier Milei declined to appear at a civil hearing tied to the ongoing Libra investigation, prompting the presiding judge to order the unsealing of his and others' bank records.
2025.05.19·links.tldrnewsletter.com·3 min read·TLDR Crypto MetaMask will integrate native support for Solana in 2025, marking a major expansion beyond EVM-compatible chains.
2025.05.19·links.tldrnewsletter.com·4 min read·TLDR Crypto Bitcoin transaction fees have surged to their highest levels of 2025, coinciding with BTC's push toward its recent $106,000 peak.
2025.05.19·links.tldrnewsletter.com·2 min read·TLDR Crypto Wix has launched Wixel, an AI design tool for non-designers to create professional visuals quickly. Wixel blends image editing, layout design, and AI content in one platform with background removal, image generation, and brand styling features. There is a free tier and a Pro plan for small businesses and creators. While handy, it feels like a version 1 that may trade originality for ease.
Companies are rapidly hiring freelancers for AI agent implementation, with global search interest up 18,347% and 19,033% in Germany. This boom reflects growing interest in agentic AI despite limited in-house skills. At the same time, the demand for freelancers to “humanize” AI content is up by 641%. Workflow tools like Go High Level and Substack also see rising demand, up 1,489% and 2,028%.
NABS, a century-old charity supporting mental wellness in advertising, media, and marketing, has unveiled a vibrant new identity by agency Nice and Serious to enhance its visibility and impact. Centered on the theme of "The Unstoppable Ally," the rebrand features accessible typography, bold visuals, and a hands-on, compassionate tone to communicate its mission better and reach a broader audience during a growing mental health crisis.
AI design tools like Bolt, Lovable, and Figma Make are speeding up software prototyping, cutting reliance on traditional workflows. This shift redefines designers' and developers' roles to focus more on system thinking and adaptability than experience. As UI work commodifies, real value lies in strategy, collaboration, and crafting unique experiences beyond AI's reach.
Figma Sites promises to let designers publish interactive websites directly from Figma, but it currently produces cluttered, non-semantic code that lacks accessibility and SEO best practices. Despite being marketed as a production-ready tool, the output quality suggests it's more suited for prototyping than real-world deployment. Designers should critically assess such tools and advocate for solutions, prioritizing clean, maintainable, and standards-compliant code.
Screens act as vital memory aids, much like chalkboards for Einstein, freeing our brains by holding information. Instead of eliminating screens, we should improve them and rethink the content and business models behind them. Screens enable fast visual processing and offer lasting reference, something voice interfaces can't match, making them powerful cognitive tools.
Socialmotion.ai lets you create scroll-stopping videos that sell. No studio or editing software is needed.
CodeDesign.ai makes it easy to build websites with AI-generated pages, responsive design, and tools to host, publish, or export.
Fluig AI empowers you to transfer documents or creative ideas into clear, professional diagrams in seconds, easily converting between diagram formats in one click.
Design systems often rely on rigid hierarchies that clash with users' mental models, limiting adoption. A better approach is using folksonomies—user-created tags like Gmail labels or hashtags—which allow flexible, intuitive organization. This encourages collaboration and discovery, though it needs identity, moderation, and curation. Unlike AI classifiers, folksonomies reflect human intent and meaning.
Figma's monetization hurts trust and defies product-led growth. Upgrading from free is confusing, with misleading formulas, hidden settings, and unclear pricing. It can auto-add seats without notice, doubling costs and penalizing collaboration—its key feature. Canva, by contrast, offers more straightforward pricing and a more collaboration-friendly setup.
2025.05.19·adplist.substack.com·15 min read·TLDR Design Bertone Studio crafts detailed hand-drawn animations and illustrations, blending psychedelic and folk art with global culture to emphasize personal expression and craftsmanship over automation.
Commercial AI training with copyrighted works likely goes beyond fair use, especially when it competes with existing content.
Webflow has enhanced its commenting for better team collaboration, adding custom code support in preview, on-canvas comments for CMS pages, and Slack, Asana, and Zapier integrations.
2025.05.19·wf-blog-2021.webflow.io·4 min read·TLDR Design Sponsored
Engineering hiring is booming again: U.S. companies with revenue of $50 million+ are anticipating a 12% hiring increase compared with 2024. Employers and candidates are wondering: HOW DO REMOTE SOFTWARE
OpenAI just launched Codex, an autonomous coding agent that writes features, fixes bugs, and submits pull requests in isolated cloud environments. Companies like Cisco and Temporal are already using it to handle entire codebases while their engineers focus on higher-level work. The agent can tackle multiple tasks simultaneously, run tests, and provide detailed citations of every change it makes.
Sometimes the most profitable customers are the ones everyone else calls "unprofitable." Chime built a $1.67 billion business serving the 70% of Americans making under $100K - customers traditional banks actively avoid. It isn't actually a bank - the company just handles the customer experience while partners deal with regulatory headaches. Users swipe 54 times monthly because Chime doesn't charge overdraft fees. The model works: it earns money on every swipe without owning the banking infrastructure.
Cloud companies are making record profits but burning more money to get each new customer. Today's strong margins come from customers they acquired cheaply years ago. Current sales teams cost way more to land new deals. When those old, profitable customers eventually leave, companies will replace them with expensive new ones. FCF margins look great now, but will crash later unless sales efficiency improves.
When you double team size, employee performance becomes harder to track. Two frameworks can help: the 9-box model plots employees on performance vs potential grids, while stack ranking forces leaders to rank everyone from top to bottom. Both create uncomfortable but necessary conversations about who deserves investment, coaching, or exit plans.
Everyone stays muted on Zoom hoping nobody notices, but that is just self-sabotage disguised as humility. We give ourselves "free passes" to play small - staying silent in meetings, not negotiating offers, waiting for perfect moments that never come. If you know what needs changing in your role but haven't done it, you're giving away your power.
Two criteria separate fast growing startups from slow ones: First, how likely is your solution to be the customer's #1 priority right now? When a project tops their list (like Lovable for UI mockups or Vanta for SOC 2 compliance), customers actively seek solutions. Second, how dramatically better are you than alternatives?
SimplAI makes building and deploying Agentic AI seamless with governance, security, and scalability across any environment.
Scene 2.0 lets designers and agencies build and publish AI-assisted websites from a single canvas, without sacrificing creativity.
React Email 4.0 brings new tools like Linter, Spam Score, Compatibility Checker, and Responsive Preview for better email development.
Enterprise sales doesn't have to mean 6 to 9 month long deals. 20 years ago, a hospital had million-dollar HP OpenView monitoring software and also bought What's Up Gold for $500. Both do the same thing. Its explanation: "What's Up Gold has features we use daily, and $500 goes on the credit card without approval." No procurement meetings, no sales cycles. Sometimes the back door is just pricing under the credit card limit.
AI progress stems from faster algorithmic advances and increased compute for training, with the trend of training compute growth expected to slow from 4.5x to around 3.5x annually. Returns to pretraining are diminishing, shifting focus towards scaling up reinforcement learning, though this brings its own challenges, like environment scalability. Despite some bumps, notable algorithmic improvements have accelerated to potentially 4.5x effective compute per year, primarily driving advancements over merely increasing raw compute.
Ever notice how everyone looks exactly the same now? Compare today's algorithmic cloning to photos of individuals from the 70s-90s who looked effortlessly chic in their own distinct ways. We've traded browsing local boutiques for keyword bidding wars and influencer FOMO. Now we scan, click, and purchase, becoming complicit in our own taste erosion.
2025.05.19·dgustibusatelier.substack.com·3 min read·TLDR Founders Maybe you don't need to find your life's purpose.
Institutional investors evaluate private market opportunities based on alignment with portfolio strategy, team track record, fund structure, market potential, and ESG considerations.
Norm Ai has raised $48M to transform enterprise compliance with AI-driven regulatory checks.
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Infostealers infected 23M+ devices in 2024, harvesting 2.1B stolen credentials. That's just one insight from Flashpoint's data-rich 2025
The report delivers expert-curated intelligence on adversary playbooks, including the TTPs of the five major ransomware-as-a-service groups responsible for nearly half of all attacks. On the solution side, it reveals how security teams can cut critical vulnerability patching workloads by 83% [4] by focusing on exploitability rather than severity scores.