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Scaling Intelligence: Navigating AI Hype and Design Shifts

Fri, Feb 13, 2026
As the industry moves past the peak of AI novelty, the focus is shifting toward organizational efficiency and systemic decision-making. Product leaders are being urged to prioritize decision velocity over feature volume while design functions evolve to manage the widening talent gap created by AI-powered tools.

Emerging Technologies

  • Model Sunsets and the Cost of AI Hype: Critics warn that the gap between AI promises and reality is widening as OpenAI sunsets models like GPT-4o amidst growing skepticism about model reasoning and reliability.12
  • Engineering's New 'Sorcery' Era: OpenAI’s Sherwin Wu discusses how AI agents are slashing code review times and fundamentally transforming the engineering manager's role into one of orchestration.3

Leadership & Stakeholder Management

  • Systemic Progress and Decision Velocity: Insights from Google and industry veterans emphasize that slow decisions are more damaging than slow code, requiring leaders to act as 'model builders' rather than mere framework implementers.45

Career & Job Search

  • Overcoming Creative and Cognitive Friction: New perspectives on dopamine addiction and creative 'emptiness' suggest behavioral strategies for PMs to maintain high output in demanding technical environments.67

Product Development & Design

  • The Design Leader’s AI Mandate: Industry leaders from Rippling and Amazon argue that design must shift from interface polishing to understanding the full data stack and addressing the talent gaps exposed by AI enablement.89
  • Redefining Utility in Digital Advertising: Exploration of how frontier AI models can transform interruptive ads into promotional features that genuinely enhance user utility rather than acting as a frustration tax.10

Product Operations & Tools

  • Roadmap Evolution and Agentic Ops: The 2026 roadmap tool landscape is being reshaped by AI-powered prioritization, while agentic workflows are being deployed to reduce the manual burden of on-call incident response.1112

Why it matters

The 'AI novelty' phase is ending, replaced by a focus on decision speed and organizational systems. For product professionals, the value is moving away from managing a process toward building mental models that can withstand both rapid AI-driven productivity gains and potential market consolidation.

Quick hits

  • OpenAI's Fiscal Cliff: Speculation on OpenAI's solvency grows as key investors like Nvidia and SoftBank signal caution regarding long-term profitability.13
  • AI-Native Discovery Workflows: New masterclass reveals how LLMs can compress 10 hours of user research analysis into 30 minutes, fundamentally changing the economics of product discovery.14
  • The Programming Language After Kotlin: Kotlin’s creator introduces CodeSpeak, a language designed to reduce boilerplate and keep humans in control of agent-driven development.15

Further reading

Why GPT-4o had to go
1

Why GPT-4o had to go

Feb 13, 2026•Platformer

As OpenAI sunsets its most dangerous model, the tensions it exposed remain as tricky as ever. PLUS: Elon's space catapult, and OpenAI vs. Anthropic

Breaking: OpenAI is probably toast
2

Breaking: OpenAI is probably toast

Feb 13, 2026•Marcus on AI

Will OpenAI someday be seen as the WeWork of AI, as I have suggested several times, as far as back as late 2023? I still think so, and I think that moment is drawing close. They have, by any reasonable standard, seen rough times of late. Google an...

How to Do AI-Powered Discovery (Step-by-Step with Live Demo) | Caitlin Sullivan
3

How to Do AI-Powered Discovery (Step-by-Step with Live Demo) | Caitlin Sullivan

Feb 13, 2026•Aakash G Product Growth

Check out the conversation on Apple, Spotify and YouTube. Brought to you by: • Maven: Get 15% off Caitlin’s courses with code AAKASHxMAVEN • Pendo: The #1 software experience management platform • Jira Product Discovery: Plan with purpose, shi...

Promises are cheap
4

Promises are cheap

Feb 12, 2026•Marcus on AI

Nope. This is not an essay about Elon Musk. It’s also not about how in 2019 he promised a million robotaxis in 2020. Or even how he eventually walked that back to 2026 (which also won’t happen). Nope, it’s about Microsoft’s AI CEO who (following...

The programming language after Kotlin – with the creator of Kotlin
5

The programming language after Kotlin – with the creator of Kotlin

Feb 12, 2026•Pragmatic Engineer

Stream the latest episode Listen and watch now on YouTube, Spotify, and Apple. See the episode transcript at the top of this page, and timestamps for the episode at the bottom. Brought to You by • Statsig — ⁠ The unified platform for flags, ana...

14 More lessons from 14 years at Google
6

14 More lessons from 14 years at Google

Feb 12, 2026•Addy Osmani

A while back, I wrote down 21 lessons from my time at Google. The response caught me off guard because of which ones stuck. It wasn’t tech-specific advice. It was the stuff about people, decisions, and the messy reality of building things together...

“Engineers are becoming sorcerers” | The future of software development with OpenAI’s Sherwin Wu
7

“Engineers are becoming sorcerers” | The future of software development with OpenAI’s Sherwin Wu

Feb 12, 2026•Lenny's Newsletter

Sherwin Wu leads engineering for OpenAI’s API platform, where roughly 95% of engineers use Codex, often working with fleets of 10 to 20 parallel AI agents. Listen on YouTube, Spotify, and Apple Podcasts We discuss: • What OpenAI did to cut code...

8

John Cutler: Multi-Lens Thinking, Model Building, and the Copy-Paste Trap

Feb 12, 2026•Daniel Pereira

How many times did you hear about the feature factory? Maybe you feel that in your bones today - I feel that with the teams I coach. John Cutler coined this term 9 years ago, when he wrote a blog post, 12 Signs You’re Working on a Feature Factor...

How to start writing (like it’s easy)
9

How to start writing (like it’s easy)

Feb 12, 2026•UX Collective

And how to do hard things in general — based on dopamine addiction studies and the pleasure-pain principle. Continue reading on UX Collective »

Figma is not the source of truth | Ryan Lucas (VP of Design, Rippling)
10

Figma is not the source of truth | Ryan Lucas (VP of Design, Rippling)

Feb 12, 2026•First Round Review

In the second Executive Function episode, Brett sits down with Ryan Lucas, VP of Design at Rippling. Before Rippling, Ryan led design at Retool and co-founded multiple startups, bringing a rare founder's perspective to design leadership. A trained...

Best Product Roadmap Software in 2026: Features, Pricing, and How to Choose
11

Best Product Roadmap Software in 2026: Features, Pricing, and How to Choose

Feb 12, 2026•ProdPad Blog

What is product roadmap software? Building a product roadmap is a vital and incredibly useful process for any product manager, and the right roadmapping software can make the difference between a clear, insightful, and flexible plan that anyone c...

Designing useful ads
12

Designing useful ads

Feb 10, 2026•UX Collective

Redefining the relationship between AI utility and digital advertising. (AI disclaimer: billboard asset produced with AI assistance; the billboard copy, and rest of the banner are my own design) Banner for “Useful Ads,” showing a nighttime billbo...

Can you run out of creativity?
13

Can you run out of creativity?

Feb 10, 2026•UX Collective

There’s a particular kind of panic that hits when you’re facing a creative problem, and the well just feels… empty. Every idea seems stale… Continue reading on UX Collective »

What design leaders must unlearn to lead in an AI-first world
14

What design leaders must unlearn to lead in an AI-first world

Feb 10, 2026•UX Collective

The path to designing for AI is in questioning the fundamentals of what design stands for Image Credit: AI Generated ImageI admire artists and industrial designers who challenge assumptions. Ross Lovegrove is one of them. If you’ve never heard of...

Orchestrate a team of agents to reduce on-call burden
15

Orchestrate a team of agents to reduce on-call burden

Feb 10, 2026•Lead Dev

How to safely introduce AI and agentic capabilities into your on-call processes. That third page at 3am is exhausting, but it is more than a nuisance; it’s a signal that your incident response orchestration is broken. While most teams blame noisy ...