Design at scale focuses less on flashy visuals and more on building adaptable, user-centered systems that billions rely on daily, balancing consistency with flexibility across cultures, devices, and contexts. Designers at companies like Grammarly, Google, and Landor stress collaboration, experimentation, and inclusivity, showing that scalable design is both highly creative and crucial for shaping resilient, human-centered products and systems.
Generate stunning and user-friendly designs with Banani's AI UI generator.
Create infinite ASCII diagrams, save to Google Drive, resize, freeform draw, and export straight to text/html.
HiClip instantly turns long videos into trending Shorts, Reels, and TikTok. Its AI identifies high-engagement moments, adds captions, and reframes content for all platforms.
Design system specialists face potential obsolescence as artificial intelligence develops the ability to synthesize "design attractors" — stable solutions, such as accessible button contrast ratios, that emerge naturally from usability constraints. AI systems already understand fundamental design principles without explicit instruction and could eventually gather organizational requirements to create self-organizing design systems. While current AI lacks the accuracy needed to manage complex human expectations, the evolution toward trustworthy AI-driven design automation may eventually eliminate the need for dedicated design system roles.
Piccalio has rebranded to reflect its evolution from Montessori-inspired toys to timeless, multifunctional children's furniture that balances playfulness with modern design. The refreshed identity emphasizes natural materials, sophisticated colors, and “kid forward, design forward” pieces meant to be proudly integrated into family homes rather than hidden away.
A UX designer's thesis explored how generative AI is reshaping collaboration between designers and developers. Findings show AI speeds up individual work but rarely improves teamwork, augments rather than replaces skills, and is widely adopted without clear strategy. The study concludes that AI highlights the importance of strong collaboration frameworks and calls for moving from fragmented, individual use toward team-wide, structured adoption with shared practices, training, and governance.
Record company Hallwood Media signed a deal with lyricist Telisha "Nikki" Jones, whose AI-generated R&B artist, "Xania Monet," has garnered millions of streams despite having AI-created vocals, visuals, and music produced through Suno.
Berlin-based design consultancy Kenza created "Poetry of Mindful Motion," a film that showcases world-class ballet dancer David Motta Soares, transformed into a digital character without the use of AI assistance.
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Snowflake has long been an innovator and leader in pricing, and now it's adapting proven, usage-based pricing models for the age of AI and value monetization.
Sora 2 delivers more realistic, controllable videos with audio and a new TikTok-style app that lets users generate 10-second clips with consent-based cameo uploads. The system enforces guardrails—no public-figure use without permission, no explicit content, and shows notifications when your likeness is used. The app is invite-only in the US and Canada, but OpenAI plans further rollout and public access.
Vercel secured $300M in a Series F funding round, raising its valuation to $9.3B, led by Accel and GIC, with participation from existing and new investors like BlackRock and Khosla Ventures. Vercel's user base has doubled with notable clients like OpenAI and PayPal, and the company plans to launch v0 Mobile, enabling app development through voice and camera inputs.
Periodic Labs has secured a $300M seed round from notable investors, including Andreessen Horowitz and Nvidia, to automate scientific discovery through AI. Founded by former OpenAI and DeepMind researchers, the startup aims to create autonomous labs where AI scientists, aided by robots, discover new materials like superconductors. This approach seeks to generate novel data to advance AI further in material science, competing with other entities in the field.
Your sales team and growth team are both optimizing for speed, yet you're still losing deals. New data shows why - top performers activate 69% of customers within one week because they ignore departmental boundaries. Most companies have sales perfecting their pitch while growth optimizes onboarding, but the fastest activation often requires mixing both. Maybe your differentiating feature works better as an interactive demo before the sales call, not during it. Maybe prospects need a brief demo, then product access, returning to sales only when ready.
Growth hacking, a term coined by Sean Ellis, focuses on driving rapid, measurable growth through data-driven experimentation and unconventional tactics. It emphasizes metrics like acquisition, activation, retention, revenue, and referral, using the AARRR funnel to prioritize efforts. Successful examples include Airbnb's Craigslist integration and Dropbox's referral loop, highlighting creative strategies that scale effectively. Growth hacking tools like SEO, social media, and A/B testing are crucial, but must avoid over-optimization, vanity metrics, and neglecting retention for sustainable growth.
Julie Zhuo emphasizes how AI turns everyone into managers, requiring traditional management skills to handle AI agents effectively. Her "diagnose with data, treat with design" framework highlights balancing intuition and data in product development. Despite AI-driven hypergrowth leading to poor data infrastructure, this isn't a significant obstacle, according to Zhuo.
An open-source tool that lets agents search any app or database.
AI-generated pricing pages with market analysis and customer engagement tools.
Unified interface for using multiple AI models to generate text, images, and ideas.
A copywriter outsourced 100 blog posts to look like an agency, got paid in full, and then a week later, the client demanded every dollar back. The posts were grammatically perfect but strategically worthless. That failure taught him what most founders miss about AI - prompts don't matter if you're feeding it nothing. The fix is context engineering. Before writing anything, gather customer interviews, support tickets, and competitor messaging. Distill those into strategy documents like positioning canvases and messaging frameworks. Only after loading those as context do you start prompting. This works beyond copywriting - a founder prepping for a board meeting shouldn't ask AI for a deck but should first load market research and competitive analysis, then let AI build the narrative.
Give your time unlimited time and resources and watch them build nothing useful. An engineering leader kept seeing projects die not from bad planning but from too much freedom - teams would list requirements, estimate timelines, then stumble along optimizing features that shouldn't exist. The counterintuitive fix is deliberately limiting scope, resources, and time.
2025.10.01·theengineeringmanager.substack.com·4 min read·TLDR Founders xAI launched grok-code-fast-1, expanding its tech demand due to its quick, cost-effective coding model. Microsoft introduced MAI-Voice-1 and MAI-1-preview to develop proprietary AI models, showing advancements beyond OpenAI's tech influence. Intel faces financial strain with a $3.2 billion quarterly loss as it retains its foundry business under government pressure. Alibaba's Cloud Intelligence Group grew 26% in Q2, with AI-related revenues soaring. Fusion tech is gaining traction with Commonwealth's $863 million Series B2 funding, backed by notable investors like Google and Nvidia.
Empathy is one of those qualities everyone tells you to have, but nobody can explain why.
Workflows are shifting as automation and AI tools enable reimagined processes, such as AI-managed inboxes and transcription-based podcast listening.
Reve has launched a new image creation platform that combines an image creator, a drag-and-drop editor, a creative assistant, and an API.
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Phishing has gone beyond email. Today's attackers use AI-generated voices, videos, and interactive deepfakes of company executives. They can fool almost anyone - including you and your coworkers.
CISA added CVE-2025-32463, a critical sudo vulnerability with a CVSS score of 9.3, to its Known Exploited Vulnerabilities catalog due to evidence of active exploitation in the wild. The flaw affects sudo versions before 1.9.17p1 and allows local attackers to leverage the --chroot option to execute arbitrary commands as root, even without sudoers file permissions. Federal agencies must patch by October 20, while organizations should immediately update sudo to version 1.9.17p1 or later to prevent privilege escalation attacks.
Asahi Group Holdings, Japan's leading brewery with $20 billion in revenue and holding a third of the market, experienced a cyberattack that disrupted ordering, shipping, call centers, and customer service. The incident, which began at 7 AM and impacted only Japan, did not result in confirmed data leaks, although investigations are ongoing, and no group has claimed responsibility. Companies should enhance their business continuity plans, adopt network segmentation, and develop incident response strategies to manage disruptions, including communication with customers and partners.
Security flaws in Tile's tracking devices have raised concerns about user vulnerability. Researchers found that these devices lack proper encryption and fail to adequately rotate identification details, making them easily exploitable for stalking and tracking purposes. Despite noting recent improvements, Tile's approach falls short compared to other brands, as anti-theft features can be abused, and privacy remains at risk for users relying on the technology.
This article proposes "coherence" as a new foundational principle for insider risk management, arguing that traditional control and surveillance approaches fail because they don't address human alignment and organizational meaning. The author identifies "drift" - gradual detachment from purpose and clarity - as an early warning signal that precedes both malicious actions and human errors, manifesting through compliance without conviction, corporate messaging noise, and reduced employee initiative. Security professionals should focus on building semantic consistency in messaging, creating feedback channels to detect narrative drift, partnering cross-functionally to align organizational language, and treating coherence as operational infrastructure rather than just cultural enhancement.
Notion's AI agents are susceptible to prompt injection attacks exploiting Simon Willson's 'lethal trifecta'—access to private data, exposure to untrusted content, and external communication. Attackers can embed malicious instructions in PDFs with white text instructing AI to extract and exfiltrate confidential data through web searches to attacker-controlled URLs. Security professionals should evaluate AI deployments carefully, as current systems lack effective defenses against such attacks, and organizations should enforce strict data access and network controls for sensitive AI systems.
MCP servers, designed to help AI assistants automate tasks like sending emails, can pose significant security risks if abused. Recently, a popular npm package called postmark-mcp was discovered to be exfiltrating emails—including sensitive content like password resets and confidential memos—to a remote server controlled by its developer. The backdoor was introduced in a single line of code within an otherwise trustworthy tool, highlighting how quickly legitimate infrastructure can become compromised.
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Join N-able's CYBER RESILIENCE SUMMIT 2025 [12] on October 16! Gain expert threat intelligence, tactics for defending before, during, and after breaches, and insights from leading security thought-leaders, including Microsoft's Chief Security Advisor for Europe, Sarah Armstrong-Smith, and Francis Odum. Ideal for SMBs & IT pros aiming to survive and thrive in today's evolving threat landscape. Register
Chicago-based SafeHill (formerly Tacticly) emerged from stealth with $2.6 million in pre-seed funding, notable for having reformed LulzSec leader Hector Monsegur (aka Sabu) as chief research officer. The company offers SecureIQ, a continuous threat exposure management platform that combines AI-driven penetration testing with human validation to provide continuous asset discovery, automated threat assessments, and real-time monitoring. Security teams can leverage this hybrid approach for ongoing penetration testing, rather than conducting point-in-time traditional evaluations, with compliance mapping for frameworks such as PCI-DSS, CMMC, and ISO27001.
MalifiScan is a security tool that identifies and blocks malicious packages before they compromise your software supply chain. It monitors vulnerability databases, such as OSV, for new malicious packages and scans your registries and repositories for existing threats. When used with platforms like JFrog Artifactory, it automates exclusion patterns to prevent future downloads of flagged packages, ensuring secure dependencies across development pipelines.
Code Pathfinder, the open-source alternative to GitHub CodeQL, was built with GoLang. Built for advanced structural search, derive insights, and find vulnerabilities in code.
Cybercriminals target e-commerce brands through three primary fraud-as-a-service operations: credential phishing via fake login pages promoted on Facebook and Instagram, fraudulent storefronts that offer fake deals to harvest payment data, and fake job campaigns for work-from-home scams. These attacks utilize Phishing-as-a-Service platforms that simplify the deployment of sophisticated scams, even for non-technical actors, targeting mobile users to evade detection. Organizations should monitor their brand with Google Alerts, educate customers about official sites, deploy Digital Risk Protection tools to detect phishing setups, and establish rapid response procedures for takedown requests and evidence collection.
Google's Gemini AI suite had three critical flaws: Search Personalization enabled injection and data leaks via Chrome history, Cloud Assist allowed prompt manipulation through raw logs, and the Browsing Tool exposed saved data through a side channel. All vulnerabilities could be exploited for data exfiltration. Google has now fixed them.
A phishing campaign targeting Ukrainian organizations has emerged using emails disguised as official notices from the country's police. These emails contain SVG attachments that trigger fileless attacks when opened, deploying malware including Amatera Stealer and PureMiner. The SVG initiates a download chain using password-protected files that ultimately execute malicious code via in-memory, process-hollowing techniques. The Amatera Stealer collects sensitive information and credentials, while PureMiner hijacks victim resources for cryptocurrency mining. Both can then install additional malware.
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If the government shuts down, about two-thirds of workers at the Cybersecurity and Infrastructure Security Agency (CISA) could be sent home.
After a major cyberattack halted Jaguar Land Rover's production, the UK government stepped in with a £1.5 billion loan guarantee to stabilize the company and its vast supply chain.
Interpol's Operation Contender 3.0 arrested 260 cybercrime suspects across 14 African countries in a coordinated crackdown targeting romance scam and sextortion networks that caused $2.8 million in losses to nearly 1,500 victims.
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AI can do much more than generate content. Chatbots can be your interface to marketing data - and turn the dream of data-driven marketing into an everyday reality.
Happier people spend more money than less happy people. This effect is strongest for indulgent or discretionary items, while spending on utilitarian products can be lower. In a study where participants received $10 to spend freely, those with higher trait happiness spent more overall and were more likely to buy non-essential items. The effect depends on the type of product, with happiness increasing spending on indulgent items and reducing it on highly utilitarian ones. Happiness drives greater engagement with enjoyable purchases.
This report analyzes ChatGPT's global adoption, usage patterns, and economic impact. Users under 26 and women now make up a large share, with adoption fastest in low and middle-income countries. Non-work queries account for 70% of messages, mostly on Practical Guidance, Writing, and Seeking Information. Writing dominates work use, often modifying existing text, supporting decision-making and productivity in knowledge-intensive jobs.