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3D CULTURAL HERITAGE ARCHIVE

Funes is an online museum that collects, preserves, and curates 3D models of all human constructions.

SESSION TIMEOUTS: THE OVERLOOKED ACCESSIBILITY BARRIER IN AUTHENTICATION DESIGN

Poorly handled session timeouts create serious accessibility barriers for people with motor, cognitive, and vision impairments, who often need more time to complete online tasks and can lose significant progress when unexpectedly logged out. Common failures include silent timeouts, insufficient warnings, and no option to extend sessions — issues that disproportionately affect the roughly 1.3 billion people worldwide living with significant disabilities. Solutions such as advanced warnings, session extension options, and auto-saving progress can meaningfully improve accessibility while still meeting security requirements.

TEMPLO'S BRAND IDENTITY FOR CLIMATE NON-PROFIT CASI DRAWS ON THE PRAGMATIC MARK-MAKING OF HIEROGLYPHICS

Climate nonprofit Climate Action Service International partnered with design agency Templo to create a new identity that makes sustainability more approachable and creatively driven, avoiding the usual alarmist tone of climate messaging. Inspired by simple, human mark-making (like hobo hieroglyphics), the identity features handcrafted visuals, expressive animations, and a restrained typographic system, positioning the arts as an active leader in climate action rather than a passive participant.

KOTO JUST PROVED THAT DESIGN FOR ENTERPRISE PLATFORMS DOESN'T HAVE TO BE BEIGE

Hospitality platform Mews worked with Koto to rebrand itself, moving away from generic SaaS aesthetics toward a bold, highly distinctive identity that balances clarity with complexity. The new brand uses striking pink, expressive typography, and a confident “concierge-like” tone of voice to stand out in a conservative industry, showing that even enterprise software can win attention and trust through creativity, personality, and strong design systems rather than playing it safe.

ARTIST USES AI TO REIMAGINE HIS OLDER WORK AS THE INGREDIENTS FOR A NEW SERIES OF ANIMAL ART

Artist Jim Naughten uses AI to reimagine his older work into a new animal-focused series called Biophilia, currently on view at Michael Reid until May 2.

NEGATIVE SPACE LOGO DESIGN: CREATIVE IDEAS AND INSPIRING EXAMPLES

Negative space logo design turns empty areas around or within shapes into a second hidden image, making logos more memorable without adding extra elements.

THE INVISIBLE ENGINEERING BEHIND LAMBDA'S NETWORK

The AWS Lambda networking team reduced VPC cold start latency from 150ms to 200µs by implementing eBPF for Geneve tunnel creation. They also achieved a 20x increase in capacity by converging network topologies and simplifying network rules.

ALL YOUR AGENTS ARE GOING ASYNC

AI agents are transitioning from synchronous chat to autonomous background processes, exposing the limitations of traditional HTTP models in handling long-lived tasks and real-time engagement. For seamless interaction, a complete solution must combine durable agent state with bi-directional transport mechanisms.

CODING MODELS ARE DOING TOO MUCH

AI coding tools often "over-edit" by unnecessarily rewriting code during bug fixes, a tendency that frontier models exhibit by default but can be reduced through explicit prompting. Research shows that Reinforcement Learning effectively trains these models to be minimal, faithful editors without compromising their general coding performance.

TECHNICAL, COGNITIVE, AND INTENT DEBT

As AI-driven code generation becomes cheaper, software engineering will shift toward comprehensive verification and the design of meaningful abstractions that AI cannot replicate. This evolution requires humans to move from writing code to defining quality and managing the cognitive debt inherent in complex, automated systems.

SEVEN BEST PRACTICES FOR WRITING HIGH-QUALITY PROMPTS

High-quality prompts must be specific about the deliverable, use positive instructions, set a quality bar, attach real specifications instead of descriptions, utilize conversation memory, and treat approval prompts as a review step. Treat AI as a capable new teammate who has deep technical knowledge but lacks institutional context.

ARGENT

Argent is an agentic toolkit that enables AI assistants to autonomously control, profile, and debug iOS Simulators, with native support for React Native. The toolkit integrates with various code editors and prioritizes user privacy by operating locally without data collection.

BROCCOLI

Broccoli is an open-source tool that automates engineering workflows by converting Linear tickets into GitHub Pull Requests using AI models like Claude and Codex. It runs entirely within a user's Google Cloud project for data privacy while providing automated planning, implementation, and code reviews.

CONTEXT IS SOFTWARE, WEIGHTS ARE HARDWARE

While context acts as temporary "software" for in-context learning, weight updates permanently modify a model's fundamental computational capabilities and internal representations. Effective continual learning requires both increasing context windows for working memory and persistent weight-space learning for accumulated, fundamental knowledge.

HOW MARGELO HELPED DISCORD IMPROVE REACT NATIVE'S NEW ARCHITECTURE PERFORMANCE

Discord's janky Android animations on React Native's New Architecture came from Reanimated cloning hundreds of Shadow Tree nodes per frame. The fix was to sync settled animations back to React so those nodes could be evicted, which then made it safe to restore a synchronous fast path for non-layout props. The changes cut Discord's jank frame rate by 26% and are shipping upstream as a “shared animation backend” in React Native 0.85.

AI-GENERATED UI IS INACCESSIBLE BY DEFAULT

AI tools produce React components that look right but are invisible to screen readers. They produce div soup with no roles, keyboard support, or ARIA state, because models optimize for visual fidelity while ignoring the accessibility tree. The fix is a layered defense: prompt constraints in .cursorrules, linting as errors in CI, runtime tests, Playwright audits, and headless libraries like Radix or React Aria for interactive primitives.

KEEPING THE CURSOR APP STABLE

The Cursor team improved app stability by implementing comprehensive crash detection systems to identify and resolve memory-related issues, resulting in an 80% reduction in out-of-memory crashes.

WHY I DON'T CHAIN EVERYTHING IN JAVASCRIPT ANYMORE

While short JavaScript method chains are acceptable, chaining complex operations sacrifices readability, debuggability, and efficiency.

WHAT ASYNC PROMISED AND WHAT IT DELIVERED

The evolution of asynchronous programming, from callbacks to promises to async/await, has consistently addressed immediate problems like resource management and ergonomics, but each iteration introduced new, systemic costs such as function coloring and the sequential trap.

TOLARIA

Tolaria is a free, open-source note-taking application designed for the AI era.

is.

* Server-rendered pages AI crawlers can actually read * Auto-generated sitemaps, no setup needed * Clean URLs and semantic markup out of the box * Plugins, newsletters, SEO, and analytics built in * Managed hosting, security, and expert support

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THE PROBLEM WITH MUCH AI-POWERED ADVERTISING IS THAT IT'S MEANINGLESS

Audiences are not tired of ads, they're tired of meaningless content. AI is making this worse by flooding channels with low-value output. The issue isn't ad fatigue, it's weak creative repeated too often. Most ads lack emotion, so more exposure drives indifference. Marketers respond with more content, which worsens the problem.

EU TARGETS GOOGLE WITH DATA-SHARING MANDATE

EU regulators plan to force Google to share search data to boost competition and improve rival ad and search performance. The policy allows access to queries, rankings, clicks, and anonymized user signals for at least five years, which can help competitors and AI platforms better target intent and refine results. Pricing must be cost-based and non-discriminatory, though large platforms with over 45 million users or $75B market cap may pay a margin. Google keeps its search index, which preserves a key advantage in relevance and ad monetization. The move signals tighter control under the Digital Markets Act and could reshape how marketers access search insights and compete for visibility.

AIROPS WORKFLOW FOR CONTENT BRIEFING

This workflow takes a keyword, pain point, funnel stage, and brand inputs, then generates a SERP-informed and ICP-focused brief. It maps search intent and builds a clear structure with narrative direction and section guidance. The output is tailored for human or AI-assisted workflows, and delivered automatically. This ensures content is grounded in data and audience needs, not guesswork.

COPYWRITING TIP: HOW TO OUTMANOEUVRE COMPETITORS WITHOUT RAISING YOUR VOICE

Directly addressing competitors can attract attention and position a brand as the authority while making the real audience feel like insiders. A calm and generous tone lowers resistance, then facts correct competitor claims and frame the message as helpful information instead of an attack. Reframing comparisons is critical, since shifting from selective metrics to total cost or real usage can expose hidden disadvantages. Clear data, such as side-by-side pricing, makes claims more credible and easier to accept. Admitting a competitor's real advantage builds trust and strengthens every other argument.

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HOW THE BEST MARKETING TEAMS THINK ABOUT CUSTOMER ENGAGEMENT (WEBINAR)

Reducing churn is often more impactful than generating new leads. This webinar will break down how top teams use multi-channel strategies across email, SMS, push, and in-app messaging, triggered by real customer behavior. Speakers from Customer.io, Notion, and Monarch will share examples, including how to choose the right channels and use AI without losing personalization. The session will take place on May 1 at 9 AM PDT.

QUERY YOUR NETWORK. CLAUDE > WHO-DO-I-KNOW

This tool turns your LinkedIn network into an AI-searchable graph that Claude can reason over. It syncs and enriches your connections with full career histories, skills, and job changes, then lets you query it in natural language through an MCP integration. You can run complex searches or paste a job description and receive ranked matches with explanations. It also supports sharing access via API keys so others can query a network. It is still in early testing, so access is required and rollout is limited.

YOUR PRODUCT HAS A NEW USER. IT'S NOT HUMAN

Agents are becoming the primary “users,” so marketing and product strategy must shift from persuading humans to serving machine evaluation. Products win if they deliver fast, reliable, structured outputs that agents can use, since agents ignore UI, onboarding, and brand and replace tools that underperform. Distribution also flips, so growth depends on being discoverable, well-documented, and easy for agents to integrate rather than driving traffic through ads and funnels. Opening products through protocols like MCP becomes necessary to stay in workflows, but it weakens moats based on friction and forces companies to compete on unique data, integrations, or outputs that cannot be replicated. This shift reduces the value of traditional tactics like landing pages and SEO and increases the importance of performance and accessibility to automated buyers.

DAY IN THE LIFE OF A GROWTH ENGINEER

AI is shifting marketing strategy from manual testing to automated systems that run continuous ad experimentation and optimization. Growth Engineers build agents that scrape competitor ads, generate up to 50 creative variations, launch campaigns, and pause losing ads daily, which increases speed and output. Marketing teams centralize data in shared systems similar to engineering repos, which improves context access and decision-making. Agents feed research and performance data into a unified system that answers questions instantly and removes manual searching. The focus moves from executing campaigns to designing systems and training agents that improve results over time.

WHEN A TRUST BADGE CHANGES WHAT SELLERS DO

A study examining eBay's redesign of its Top-Rated Seller badge found that shifting certification criteria from buyer feedback to administrative metrics changed how sellers allocate effort and how buyers interpret trust signals. Sellers responded strategically, improving performance on the specific dimensions tied to badge eligibility and clustering just above certification cutoffs. Buyer trust in the badge held strongest in categories where the new administrative measures correlated closely with consumer-reported satisfaction, driving higher purchase rates and six-month return visits in those segments.

CUSTOMER JOURNEY MAPPING IS A WASTE OF TIME

Stop mapping journeys and instead make your content answer the exact questions buyers need to justify the purchase internally.

SOCIAL MEDIA USAGE CAN IMPACT KIDS' READING SKILLS

Frequent social media use is linked to weaker language development in kids under 16, especially in word recognition and pronunciation.

BOND IS BETTING THE FUTURE OF SOCIAL ISN'T MORE SCREEN TIME

Bond has ditched algorithmic feeds in favor of AI-driven real-world recommendations, and plans to let users monetize their personal data by licensing it to AI training pipelines rather than relying on advertising.

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SPACEX SAYS IT CAN BUY CURSOR LATER THIS YEAR FOR $60 BILLION OR PAY $10 BILLION FOR ‘OUR WORK TOGETHER'

SpaceX claims to have obtained the rights to buy Cursor for $60 billion later this year or pay $10 billion for the work the companies are doing together. SpaceXAI and Cursor are working to create the world's best coding and knowledge work AI. Cursor is currently in talks to raise $2 billion in a funding round that includes Andreessen Horowitz, Nvidia, and Thrive Capital. The partnership will help SpaceXAI catch up to competitors like OpenAI's Codex and Anthropic's Claude.

CHATGPT'S NEW IMAGES 2.0 MODEL IS SURPRISINGLY GOOD AT GENERATING TEXT

OpenAI's new image generation model has thinking capabilities and can search the web, make multiple images from one prompt, and double-check its creations. The model has a stronger understanding of non-Latin text than previous models. It can render fine-grained elements like small text, iconography, UI elements, dense compositions, and subtle stylistic constraints, all at up to 2K resolution. The model is available to ChatGPT and Codex users and via the gpt-image-2 API.

BLUE ORIGIN ROCKET GROUNDED AFTER SATELLITE 'MISHAP'

The Federal Aviation Administration has grounded Blue Origin's newest rocket to investigate a 'mishap' that involved the failed launch of a satellite. The rocket was used to place a satellite from AST SpaceMobile into orbit, but it missed its mark, and the satellite was unable to get as far into orbit as intended. Blue Origin claims the failure was caused by a lack of sufficient thrust in an engine. The investigation findings will determine when New Glenn can be launched again.

HUMBLE EMERGES FROM STEALTH WITH $24M AND A CABLELESS AUTONOMOUS ELECTRIC TRUCK BUILT TO GO DOCK-TO-DOCK

Humble is a San Francisco-based autonomous freight startup that just emerged from stealth with a $24 million seed round. The company's fully electric, cabless freight vehicle, the Humble Hauler, is built for 40-foot and 53-foot shipping containers. It has no driver's cab, allowing the company to fit 360-degree sensor coverage, free up payload capacity, and enable a fundamentally different vehicle geometry. The Hauler can operate dock-to-dock, delivering directly to the destination and unloading rather than dropping a trailer off at a handoff point.

ANNOUNCING TYPESCRIPT 7.0 BETA

TypeScript 7.0 Beta is built on a completely new foundation, making it about 10 times faster than TypeScript 6.0. Its Go codebase was methodically ported from TypeScript's implementation rather than rewritten from scratch, so its type-checking logic is structurally identical to TypeScript 6.0. Despite being in beta, TypeScript 7.0 is highly stable, highly compatible, and ready to be used in daily workflows and CI pipelines.

AGENTS WITH TASTE

Coding agents don't quite know what great feels like when it comes to visual work like animations. One way to get around this is to create a skill file for each aspect of an interface. Describe the rules of what 'great' feels like in that context and give that to agents so they can follow them. This results in AI that has the taste and knowledge to produce significantly better results.

META WILL TRAIN AI AGENTS BY TRACKING EMPLOYEES' MOUSE, KEYBOARD USE

Meta's new Model Capability Initiative employee-tracking software will track employees' mouse movements, clicks, and keystrokes to generate high-quality training data for AI agents. The software will operate in specific work-related apps and websites and also use periodic screenshots to provide context. The tracking will be restricted to employees in the US, as it would be illegal in the EU.

INTERNAL EMAILS SHOW HOW AMAZON RAISES PRICES ACROSS THE INTERNET, LAWSUIT SAYS

Amazon colluded with rivals to raise prices across the internet. It stopped price matching with competitors so that retailers could raise prices together to increase profits. Amazon has been accused of wielding its influence to pressure vendors into increasing prices or removing products from cheaper platforms. Emails surfaced during a lawsuit on the matter seem to confirm the accusations.

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