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Professionals who only use AI to make their existing job ~5% faster will be…

2026-05-13 · 21:31 UTC ·@aakashgupta ·2 min read

Brief

Aakash Gupta warns that workers who merely bolt AI onto existing roles for marginal (≈5%) speed gains will be laid off within about 18 months because employer math favors keeping the top 70% when AI lifts median productivity ~30% and cutting the bottom 30%. He argues the real winners are people who reconceived their jobs around AI—identifying roughly 60% of current tasks to remove and rearchitecting the remaining 40% into capabilities the old role never anticipated. Gupta points to concrete transformations—an AI Chief of Staff at DoorDash, DeepMind tooling that ships code, Bolt training non‑developers to ship apps, and new red‑teaming at Scale—as proof the shift is already happening. He directs readers to a May 14 free conference (20+ speakers, 5+ hours, 5,000+ registrants) for practical playbooks, and is running a session on using Claude to land jobs.

Why it matters

Professionals who only use AI to make their existing job ~5% faster will be unemployable within 18 months because when AI raises median role productivity ~30%, companies will keep ~70% of workers and cut the bottom ~30%.

Key details

  • Survivors will be workers who restructure their roles around AI by cutting the ~60% of tasks that no longer need humans and rebuilding the remaining ~40% into new, previously‑unpredictable responsibilities.
  • Author cites concrete examples of role reinvention: DoorDash director Dima Zborovsky built an "AI Chief of Staff," DeepMind speakers are shipping code tools, Bolt PM Martin Slaney teaches non‑developers to build production apps, Scale AI’s security lead is rebuilding red‑teaming around model behavior, and Remote product director Alexandra Tomashevskaya titled her talk "Stop Trying Not To Get Fired."
  • A playbook for these shifts is being presented at a free Zoom conference on May 14 with 20+ AI leaders (DeepMind, AWS, Meta, DoorDash, Spotify, Samsung, AMD, Scale, SAP, etc.), 5+ hours of sessions, 8 AM PT/11 AM ET/4 PM London, and 5,000+ professionals registered; author runs a session on using Claude to land your dream job.
Source evidence

There's a specific kind of professional who will be unemployable in 18 months, and they don't know it yet.

They're the ones using AI to do their existing job a little faster. Same tasks. Same outputs. Same role boundaries. AI as a productivity boost, not a workflow replacement. The 5%-faster crowd.

The reason they're cooked has nothing to do with AI capability. It has to do with employer math. When AI makes the median worker in their role 30% more productive, the company doesn't keep all the workers and let them coast. The company keeps 70% of the workers and fires the bottom 30%. The 5%-faster worker is in the bottom 30%.

This is happening right now. Twenty AI leaders from DeepMind, AWS, Meta, DoorDash, Spotify, Samsung, AMD, Scale, and SAP are speaking at one conference next week, and the through-line across every single talk is the same: the 2026 winner is someone who restructured their entire role around AI, not someone who bolted AI onto the role they had in 2023.

The DoorDash director built an AI Chief of Staff. The DeepMind lead is on tools that ship code. The Bolt PM is teaching non-developers to build production apps in an afternoon. The Scale AI security head is rebuilding red-teaming around model behavior. The Remote product director's talk is literally titled "Stop Trying Not To Get Fired."

Eighteen months ago all of these people were doing the same job under a different operating model. None of them are now. That's the move.

The professionals who survive 2026 aren't the ones who learned to prompt better. They're the ones who looked at their job description, asked which 60% of it shouldn't exist anymore, and rebuilt the remaining 40% into something the old job description couldn't have predicted.

If you want the actual playbooks from the people who already did it: conf.cosprints.ai/?32

Aakash Gupta (@aakashgupta)

20+ AI leaders from @GoogleDeepMind, @awscloud, @Meta, @DoorDash, and @Spotify are running live sessions on May 14. Free, on Zoom.

The talks I'd pay for if they weren't free:

  • Putting AI to work for creative marketing. Sandro Gelashvili (Google).
  • How non-developers are shipping production apps in 2026. Martin Slaney (Bolt).
  • Building your AI Chief of Staff from an empty Claude Code setup. Dima Zborovsky (DoorDash).
  • The 2026 AI tool stack for founders. Paige Bailey (DeepMind), Jafar Najafov (Nextool), Emanuel Cinca (Stacked Marketer).
  • Why 2026 is the year AI leaves the screen. Frantz Lohier (AWS).
  • How to build agentic products with Claude Code, no coding required. Pawel Huryn (Product Compass).
  • How to become irreplaceable with AI in 2026. Ksenia Se (Turing Post), Dhrupad Sethi (Meta), Robin Sutara (Databricks).
  • How corporations actually decide on AI tools. David Smooke (HackerNoon), Tanya Roosta (AMD), Andrey Skripkin (Meta).
  • Context engineering and agentic memory. Robert Youssef (God of Prompt).
  • Why AI harness, not models, will define 2026 winners. David Campbell (Scale AI).
  • Which AI use cases are actually delivering ROI. Ankur Khare (SAP), Merlyn Shelley (Packt), Stuart Clark (Spotify).
  • Stop Trying Not To Get Fired. Alexandra Tomashevskaya (Remote).

I'm running one too: How to use Claude to land your dream job.

5,000+ professionals registered. 5+ hours. 8 AM PT / 11 AM ET / 4 PM London.

Register: conf.cosprints.ai?32

— https://nitter.net/aakashgupta/status/2051401992338297333#m