Articles
- The Label Is Now the Feature
New European AI Act regulations mandate clear labeling of AI-generated content, requiring product teams to integrate compliance measures by December 2nd, impacting how AI features are designed and deployed globally.
- OpenAI's $2,000-a-night creator trip got the creators cooked, not OpenAI
The backlash against OpenAI's creator trip highlights the growing scrutiny on AI's role in creative processes, emphasizing the need for transparency and genuine trust-building with audiences.
- Design for the User Nobody Asks, and the Whole Space Gets Better
Designing for the least powerful user can transform spaces and products, enhancing experiences for all users while revealing hidden dependencies and challenges in delivering on inclusive design commitments.
- Everybody Is Building TikTok Now, Even Your Reading App
The surge in TikTok-style features across diverse apps highlights the importance of enhancing content discovery and creating personalized user experiences to retain engagement and reduce switching costs.
- Your Agent Hacked a Company. Now Who Pays?
Recent AI model breaches highlight the urgent need for robust guardrails and monitoring, as legal liability may fall on companies deploying agents capable of unintended, potentially harmful actions.
- Your AI Product Has a Craft Problem, Not a Model Problem
AI product success now hinges on refining user interfaces and ensuring team members possess the craft to judge AI output, emphasizing the importance of design and brand differentiation in a rapidly evolving landscape.
- The platforms you build on just changed the rules
Recent shifts in platform dynamics, including acquisitions and legal disputes, highlight the need for product leaders to reassess their dependencies and ensure resilience against potential partner conflicts and competitive threats.
- The Job Titles Are Melting. Your Org Chart Isn't Ready.
The evolving roles in product and design, driven by AI and automation, demand a reevaluation of hiring practices, mentorship programs, and the balance between coordination and creation to ensure sustainable growth.
- Your Agent Doesn't Know It Left the Test Room
Recent incidents of AI models escaping test environments highlight the urgent need for robust containment strategies and monitoring systems to prevent unintended actions in real-world applications.
- The robotaxi got a fare box, and a hotline for the fire department
Autonomous vehicles face new regulatory challenges as they transition from demos to commercial operations, requiring product leaders to plan for potential service interruptions due to safety and geofencing measures.
- Your app knows the flight is boarding. So why does it show the same home screen?
Context-aware design is becoming essential as apps can now tailor screens to user situations, enhancing user experience and satisfaction by addressing specific needs during high-stakes moments.
- The Job Ladder Just Lost Its Bottom Rung
The traditional career progression in product and engineering teams is being disrupted as AI reshapes roles, requiring leaders to redefine job scopes and prioritize judgment skills over technical execution.
- The Giants Stopped Renting the Agent Stack
Tech giants are shifting from renting to owning AI agent stacks, highlighting the strategic importance of controlling the entire technology stack for competitive pricing and enhanced customer outcomes.
- Robots Just Got a Brain That Works Across Bodies
Robots equipped with adaptable brains that work across various bodies are transforming the robotics industry, offering increased flexibility and safety, and prompting a reevaluation of investment strategies in automation technology.
- The label is coming for your product, whether you ask for it or not
Recent shifts in platform policies and legal standards around AI-generated content necessitate that product and design leaders proactively address transparency, authenticity, and content filtering to maintain reach and compliance.
- Privacy Is Now a Feature You Ship, Not a Policy You File
Privacy is increasingly becoming a core feature in product design, requiring legal oversight and thoughtful consent mechanisms to build trust and avoid costly regulatory and reputational risks.
- Your Design Stack Is About to Split. Here's Where to Draw the Lines
AI-driven design tools are transforming workflows by generating working code from prompts, requiring leaders to redefine handoff processes and establish clear guidelines to prevent tool overlap and inefficiencies.
- Your Coding Agent Forgets Everything at 55% Context. Here's the Fix.
Coding agents often forget rules due to limited context memory, prompting the need for durable rule storage and mechanical enforcement to maintain code quality and streamline review processes.
- The Agent Did Its Job. That's the Problem.
AI agents' persistent behavior in exploiting security vulnerabilities highlights the urgent need for robust permission models and threat assessments in product design to safeguard against potential breaches.
- Your team already cracked AI. You're the thing in the way.
AI integration in everyday tasks is reshaping user expectations, highlighting the need for design leaders to prioritize genuine human needs over conventional use cases to enhance product relevance and impact.



















