Teresa Torres' continuous discovery model — small, weekly touches with users instead of one big research phase — is still the method most product teams reach for. It's not new, but it's the one that's stuck.
Used for: Alpha assumption; Stakeholder brief; Portfolio proof; Method refresh.
Hype check: Established. Treated as established practice. Source dated 1 June 2026.
Source dated 1 June 2026.
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A round-up of 2026 industry reports argues AI is reshaping how design work gets done — faster iteration, more code-adjacent prototyping — rather than eliminating design roles outright. The caveat: the data is self-reported and varies by company.
Designer Fund's 2026 AI-in-Design report finds Claude now the most-used AI assistant among surveyed designers, ahead of ChatGPT. The bigger shift: designers are shipping real production code, not just mockups.
Used for: Alpha assumption; Design-system tidy; Tool experiment.
Hype check: Adoption. Teams are using this — still check the source date (20 January 2026).
Source dated 20 January 2026.
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Figma's product blog keeps adding AI-assisted tools, but plenty of teams — especially smaller or open-source-curious ones — aren't using them fully yet.
Used for: Alpha assumption; Portfolio proof; Tool experiment.
Hype check: Hype. Sourced 28 July 2026 (6 weeks ago). The claim has not been hidden.
Source dated 28 July 2026.
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Standards-focused design writing keeps returning to content-first workflows - writing real copy before polishing visuals. It matters more now that AI makes slick-looking mockups cheap to produce.
Design tooling roundups keep tracking AI showing up inside everyday steps - not one killer AI app, but assistants baked into tools you already use. The useful skill is critique, not just usage.
NN/g's continued research coverage points to teams needing new methods to test AI-generated microcopy and flows, not just static designs. Classic usability testing still applies — the content just changes faster now.
Used for: Alpha assumption; Stakeholder brief; Portfolio proof; Method refresh.
Hype check: Adoption. Teams are using this — still check the source date (10 April 2026).
Source dated 10 April 2026.
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Figma's AI app-generation tool, Make, has moved from demo-day novelty to a normal part of many teams' prototyping flow. If you're on Figma, it's worth a proper play.
Used for: Alpha assumption; Portfolio proof; Tool experiment.
Hype check: Adoption. Teams are using this — still check the source date (7 May 2025).
Source dated 7 May 2025.
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Token-based systems — colours, spacing, type as reusable variables rather than hardcoded values — have moved from 'nice to have' to baseline practice in design systems work. If your portfolio still hardcodes hex values, that's a gap worth closing.
Big teams aren't just tinkering with AI prompts anymore — they're rebuilding whole design workflows around it and training staff to match. That's a step up from the solo-plugin phase most juniors are still in.
Used for: Alpha assumption; Portfolio proof; Tool experiment; Method refresh.
Hype check: Adoption. Teams are using this — still check the source date (3 November 2025).
Source dated 3 November 2025.
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Figma Make translates a Figma file into a working prototype using Claude, rather than just static screens. It's shipped and iterating, but it's an assist, not autopilot.
Used for: Alpha assumption; Design-system tidy; Tool experiment.
Hype check: Adoption. Teams are using this — still check the source date (7 May 2025).
Source dated 7 May 2025.
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AI is now baked into everyday design automation, not just chatbots. Stantec's take says the real work in 2026 is building governance around it, not just adopting the tools.
Design Week continues to track UK design industry hiring as AI reshapes role expectations. Specific demand and salary numbers move fast, so always check the live source rather than a briefing summary.
Used for: Alpha assumption; Stakeholder brief; Portfolio proof; Tool experiment.
Hype check: Adoption. Teams are using this — still check the source date (1 January 2026).
Source dated 1 January 2026.
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The Design Council's Double Diamond framework remains the reference model UK studios use to structure discover-define-develop-deliver work. It's old and unglamorous, and that's exactly why interviewers still expect you to know it.
IBM's latest AI workflow explainer shows automation platforms now handle whole business processes, not just single tasks. For designers that means more AI copilots baked directly into tools like Figma and Penpot.
Used for: Alpha assumption; Portfolio proof; Tool experiment.
Hype check: Adoption. Teams are using this — still check the source date (26 March 2026).
Source dated 26 March 2026.
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Smashing Magazine's continued coverage shows teams increasingly building accessibility checks into the design stage itself, not bolting them on before launch. It's a shift in when the check happens, not whether it happens.
A August 2026 report on local creative studios found AI is now used for brainstorming, client comms and trend-spotting — quietly, not as a headline feature. It's adoption, not a flashy launch.
NN/g's ongoing guidance keeps reinforcing that classic usability methods — heuristic review, task analysis — remain the fastest way to catch obvious problems before you ever recruit a user.
