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FIRST STEPS TOWARD AUTOMATED AI RESEARCH

Recursive's automated AI research system achieves state-of-the-art results in fixed-budget language model training, small-model speed, and GPU kernel optimization.

WHAT'S THE BETTER BUSINESS MODEL FOR AN AI LAB, SUBSCRIPTION OR API?

The gross margins on subscriptions are way worse than API overall, so labs will likely start withholding new features or models from subscription plans.

SKILLSPECTOR

SkillSpector, developed by NVIDIA, scans AI agent skills for security vulnerabilities before installation.

AMAZON NOW LETS YOU DESIGN CUSTOM MERCH USING AI

Amazon launched a new AI-powered feature in its Shopping app that allows users to create custom merchandise designs using text prompts through Alexa. The service enables anyone to turn ideas into physical products like t-shirts, hoodies, and tumblers without traditional design skills, with Amazon handling production and delivery through its print-on-demand service. This move directly challenges existing online merchandise platforms like Redbubble and Bonfire by integrating AI-generated product creation into Amazon's main shopping experience.

IOS 27 REVAMPS AIRPODS SETTINGS IN A BIG WAY, HERE'S THE NEW DESIGN

iOS 27 introduces a redesigned AirPods settings interface, making it much easier to navigate and manage AirPods features. The previously cluttered list of settings has been reorganized into clearer menus with icons, reducing scrolling and improving usability. AirPods settings still appear at the top of the Settings app when connected, but the new layout is far more intuitive and user-friendly than in iOS 26. While there is still no dedicated AirPods app, the redesign is a significant improvement.

META'S EDITS APP IS GETTING AN AI ASSISTANT AND A DESKTOP VERSION

Meta previewed major updates to its Edits video-editing app, including an AI assistant that uses Instagram performance data to analyze insights, suggest content ideas, and recommend trending audio. A desktop version is also coming soon, giving creators more precise editing control and workflow syncing between mobile and desktop. New features launching today include a Beta tab for experimental tools, expanded audience insights, searchable Inspiration topics, and the ability to test multiple versions of content before publishing.

THE BENEFITS OF COGNITIVE INCLUSION IN UX RESEARCH

A UX research study by a Fable VP found that participants with cognitive disabilities identified 1.8 times more usability issues and made 1.8 times more suggestions than general population participants across three AI-generated test websites. Cognitive testers were especially more likely to surface problems with content, buttons, icons, visual elements, and media, while also providing richer qualitative feedback about mental load and cognitive effort. The findings argue that including people with cognitive disabilities in mainstream UX research — not just accessibility testing — leads to more efficient research and better products for all users.

DIETER RAMS AVOIDS COMPUTERS. HIS TEN RULES STILL FIT DESIGNING FOR AI

The principles of good design established by Dieter Rams remain highly relevant to AI products. Good AI should focus on solving real user problems, reducing complexity, being transparent about its limitations, and staying unobtrusive rather than constantly demanding attention. Key design priorities include making AI useful, understandable, honest, reliable, and efficient. Rather than adding features for their own sake, AI should simplify workflows, communicate uncertainty clearly, handle failures gracefully, and use only as much technology as necessary. The core idea is that great AI design is ultimately about restraint: prioritizing human needs over technological possibilities and removing unnecessary complexity instead of adding more.

HOW TO MAKE YOUR DESIGN SYSTEM AI-READY

AI-generated prototypes often produce inconsistent results when design systems contain undocumented decisions, hard-coded values, or unclear guidelines. Better outcomes require clear, structured documentation that tells AI how components, tokens, and design principles should be used. A strong AI-ready design system combines specification files, a maintained token library, and auditing tools such as FigmaLint to identify inconsistencies and enforce standards. The key idea is that AI works best when design decisions are clearly documented and continuously maintained.

THE LARGEST LIBRARY OF OPEN-SOURCE UI

Community-built library of UI elements. Copy as HTML/CSS, Tailwind, React, and Figma.

ANIMATION VOCABULARY

A glossary of common animation patterns. Use these names to describe what you want when prompting an AI.

VHS VIDEO EFFECT

ntsc-rs is a free, open-source video effect that accurately emulates analog TV and VHS artifacts using algorithms that model actual NTSC transmission and VHS encoding.

WHY WE SHOULD BE DESIGNING FOR CONNECTION, NOT PERFECTION

Designers should focus on creating human connections rather than pursuing perfection, as the best work comes from collaboration, genuine passion, and understanding real communities. Examples like Rakeem Russell's Nike x Liverpool FC campaign and Ocado's "Life Delivered" campaign demonstrate how emotion-led design can communicate with depth and authenticity by speaking directly to specific audiences. In an era of AI tools, handcrafted work with trial, error, and happy accidents feels more valuable than ever.

DESIGN INFLUENCE ISN'T ABOUT ALWAYS BEING RIGHT. IT'S ABOUT BEING A STRATEGIC ADVISOR

Design influence isn't about winning every argument, but about becoming a trusted strategic advisor who presents clear thinking and lets others make final decisions. The most effective designers build credibility by offering honest perspectives on the full picture, including trade-offs and scale, then trusting their teams to decide. This approach makes it safe for others to think alongside you, creating real influence through rigorous analysis rather than ego-driven advocacy.

CLAY GLOBAL REBRANDS THE ‘GOOGLE FOR THE SEMICONDUCTOR INDUSTRY'

Clay partnered with Partstack to modernise its brand and redesign its website, focusing on helping users navigate thousands of similar electronic components more easily. The refresh includes a simplified version of the existing logo, a new lowercase wordmark, updated typography, and a flexible illustration system combining technical drawings with product renders. The redesign centres on improving the search experience, using a restrained visual style, clear hierarchy, and highly readable interfaces to make key product differences easier to understand and compare.

THE "VIBE CODING" CRISIS: IS WEB DESIGN BECOMING A COMMODITY?

AI-powered "Vibe Coding" is dissolving the barrier between concept and finished interface, enabling anyone to generate polished, production-ready websites in seconds — but at the cost of a homogenized web where every design converges toward an algorithmic average.

THERE'S A SPIRIT IN EVERYTHING, AND MAKI YAMAGUCHI IS VIVIDLY BRINGING THEM TO LIFE

Maki Yamaguchi is a Japanese illustrator based in New York who creates artwork characterized by juxtaposition and balance, blending bold abstract brushstrokes with detailed, realistic drawings.

THE BEST LOADING STATES ARE NOT LOADING STATES

Most loading states are symptoms of loading data too late. Apps should instead preload route data before navigation so users mostly see fully-rendered pages rather than partially-loaded ones. By moving loading from the component level back to the application/router level, with aggressive preloading, route transitions, and local caching, you can replace dozens of scattered loading states with a single global fallback.

HOW TO MAKE YOUR DESIGN SYSTEM AI-READY

AI prototypes fail because of design system debt, such as undocumented decisions, hard-coded values, and AI guessing from mockups. The fix is treating decisions as infrastructure via three layers: structured Markdown spec files the AI reads on every generation, a token layer forcing it to pick from a closed set of named variables, and an audit script that flags hard-coded values plus a sync routine that catches stale specs.

AI-ASSISTED ENGINEERS ARE BURNING OUT. IS THIS FINE?

While AI tools allow developers to generate code at rapid speeds, they introduce a hidden cost of cognitive overload, decreased fulfillment, and a diminished sense of ownership. AI ends up being a productivity trap.

WHY I'M FORCED TO SAY FAREWELL: GOOGLE MANAGEMENT HAS LOST ITS MORAL COMPASS

A longtime Android security director at Google resigned after nearly a decade because he believes the company has abandoned the ethical principles that originally attracted him, particularly around military contracts, surveillance, and AI use, which he feels conflict with his pacifist values and commitment to human rights.

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HOMEBREW 6.0.0

Homebrew 6.0 introduces a major security upgrade called tap trust that requires users to explicitly trust third-party repositories before their code can run, while also making its faster internal JSON API the default, adding Linux sandboxing.

MD THIS PAGE

Convert any web page to clean, readable Markdown with just one click.

ON-DEVICE AI AFTER WWDC 2026: WHAT'S NEW?

Apple Foundation models now run on-device and through Private Cloud Compute. Foundation Models now accepts image input, supports custom skills, and can call server-running models through the same Swift API.

THE RCE THAT AMD WOULDN'T FIX

A security researcher got annoyed by AMD's AutoUpdate software, decompiled it, and discovered that while update metadata was fetched over HTTPS, the actual executable updates were downloaded over unsecured HTTP and executed without signature verification. AMD initially rejected the fix but later fixed it.

Agent Skill

OPENAI LAYS GROUNDWORK FOR ON-PREM PRODUCT

OpenAI's Service Terms gained a section governing software it delivers for installation on a customer's own systems.

MIMO CODE IS NOW RELEASED AND OPEN-SOURCE

MiMo Code is a coding model by Xiaomi that's now open-source.

ANTHROPIC APOLOGIZES FOR INVISIBLE CLAUDE FABLE GUARDRAILS

Anthropic says it will make the covert safeguard preventing model distillation as visible as other safety measures, after many user complaints.

SOFTWARE IS MADE IN BETWEEN COMMITS

DeltaDB is a version control system that tracks every edit and discussion in real time instead of relying on commits, pull requests, and snapshots after the fact.

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ASSUME EVERYTHING YOU SAY AT WORK IS NOW RECORDED

VENTURE'S PAPER WEALTH IS AT A RECORD, ITS BANK ACCOUNTS ARE DRY

Demo days are packed and $500M funds keep getting announced, but the cash actually flowing back to investors has slowed to a trickle, because the IPO and acquisition exits have been welded shut for years. There are now more than 1,500 unicorns worth around $6 trillion with nowhere to go, and at the current pace, one estimate says it would take 49 years to clear the backlog. Look at the secondary market, where stakes change hands at 40 to 60% below their official marks, the real write-down happening where the quarterly letters won't show it.

HOW THE FASTEST AI COMPANIES REBUILT CUSTOMER SUCCESS

CSM hiring flatlined for four years while Forward Deployed Engineering grew 1,000%+, and Assembly AI's Ryan Seams confirmed it filled a TAM pipeline overnight by switching the title to FDE, Lovable's Monica Perez rebuilt CS on Lovable replacing Gainsight and Harvey's Tom Ronen stayed traditional with on-site EBRs because selling AI to law partners is change management not software. The panel killed NPS unanimously, agreed 50%+ of CSM activities have no correlation with retention, and Bobby Cooper's Weave case study showed moving closed-won to an implementation success threshold dropped churn from 4% to ~0.5% monthly while scaling $8M to $200M ARR.

WHY YOUR AI BILL KEEPS EXPLODING

Most AI bills balloon for a dumb reason: companies run frontier models for everything, when open-source models are now nearly as good and often 90% cheaper. One team swapped off Opus and cut costs by 93% with nobody noticing. The fastest win is routing: send only the genuinely hard work to the expensive model and push the rest to a cheap one, and the bill drops the same day. The other money pit is rewarding raw usage, because the minute you post a most-tokens-used leaderboard people burn cash to top it, so track spend per person and judge everyone on impact instead.

IN A CONFUSING MARKET, BUYERS BUY YOUR POINT OF VIEW

When a market is changing fast, buyers stall because they're scared of picking something they'll regret in five years, and what reassures them is hearing your clear view of where the whole market is going. This is your belief about where things are heading, the assumption your roadmap rests on, and it should be rooted in what you do better than anyone. Notice how the giants each push a future that conveniently centers their own strength: OpenAI says AI is a metered utility, Microsoft says models are commodities and context is king, and ServiceNow says it's all workflows and governance. Stake out yours just as deliberately.

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STRIPE PROJECTS: NEW AGENT INTEGRATIONS, MORE PROVIDERS, AND CUSTOM DEVELOPER CONTROLS

Stripe is expanding Stripe Projects with new agent integrations, additional providers, and new developer controls. Stripe Projects is now available as a skill in Hermes, an open source self-improving AI agent. Stripe Projects handles infrastructure provisioning and management, while Hermes carries context across sessions. The update gives developers working on complex products over days or weeks access to a persistent AI collaborator that returns to a project the same way a human developer would.

SAVE TIME AND GROW YOUR BUSINESS WITH NEW GEMINI TOOLS

Google is introducing new Gemini app features specifically designed for business owners that transform the AI into a deeply knowledgeable, in-pocket partner that natively understands the business and helps business owners get more done. The new features will connect directly to users' Google Business Profiles to access real-world context like customer reviews, customer questions, and performance data. They will allow business owners to offload complex, time-consuming tasks, like turning insights into action. The updates are rolling out globally this month.

ABOVE THE MODEL

AI will transform white-collar work, but the real value lies in how companies harness human creativity and judgment that AI cannot replicate. Companies leading in this transformation are integrating AI to enhance internal knowledge and decision-making, turning individual insights into institutional advantages.

THE AI GLASS CEILING

Anthropic's Fable AI imposes crucial guardrails while offering unprecedented power, evident in Stripe's rapid Ruby codebase migration and enhanced AI benchmarking scores. This setup ensures stability in tech and finance amidst evolving AI capabilities. The AI landscape shifts rapidly, necessitating adaptive strategies for maximizing these powerful tools safely.

HAVE YOU EARNED YOUR OPINION ON AI?

Your opinion on AI is only worth something if you earned it by actually using the tools, rather than absorbing a position by proximity and defending it like a team you root for. Ask yourself what would change your mind, because if your honest answer is nothing, you've stopped holding a view and started defending an identity, whichever side you're on. Being early counts for less than staying clear-headed and updating as the evidence changes.

SALES IS THE CUSTOMER CLOCK

The sales workflow is increasingly automatable, and the market knows it.