ABOUT 10 PEOPLE · 1–2 WEEKS · ANM EARLY STUDY

Helping AI-native talent find the right AI-native companies.

You already use AI to build products, write code or solve real problems. Now find a team that needs your strengths and gives you room to contribute. Bring your experience and questions; we’ll help you explore directions, discover companies, assess opportunities and prepare applications.

Apply to join the study

Try it together for 60 minutes · 20-minute follow-up about a week later · Free beta study

Start with the step you’re stuck on.

Which AI-native companies would suit me?

Start with your strengths, interests and working preferences to explore company and role directions where you could contribute most.

I know what I want to do. Where can I do it?

Discover AI-native companies and public roles, understand the problems they tackle and build a shortlist worth exploring.

I have options. Which are worth pursuing?

Compare the work and team’s needs with your experience and expectations. Understand the fit and questions to ask, so you can focus your effort.

I have AI projects. How do I show my value?

Turn your decisions, problem-solving and results into a contribution summary and application draft. Reuse confirmed experience for your next application.

No target company or role yet? Start by exploring directions. We’ll help you work through the task with your own agent.

For example: where could my AI Q&A project experience be useful?

Experience: You compared retrieval approaches and evaluated results, and want to keep building real products.
What to look for: Explore AI application teams that need retrieval and evaluation skills, then check their expectations for deployment and operations experience.
Takeaway: Company directions to explore, criteria for comparing roles and an application draft that shows your contribution.

Who this study is for

You are 18 or older, looking for an AI-native company, and want to explore directions, apply or prepare for interviews in the next two weeks.
You have used AI in a project or to solve a real problem, and can discuss your approach, strengths and interests.
You have a computer and an agent that can read files and use tools, or are willing to set one up with our help.
You can make time for 60 minutes initially and a 20-minute follow-up about a week later, and share candid feedback. No daily check-ins.

This round focuses on students and early-career people exploring AI development, product or solutions roles. School prestige is not a criterion. Sessions are primarily in Chinese; we arrange times via WeChat or email.

What happens after you register?

Confirm the arrangement
GIL contacts you via WeChat or email to understand your goals, arrange a time and help check your setup.
Try a real task
Choose the task you need most: exploring companies, comparing opportunities or preparing materials. Work toward something you can use in your search.
Follow up and improve
Tell us what helped and where you got stuck. We’ll share progress on the issues you raise and use your needs to shape the next improvements.

Study support and your information

The tool beta, initial session and follow-up are free. Bring your questions, suggestions and needs directly to the team; we’ll discuss them with you and share progress.

Register with your contact details and the problem you want to solve; no full CV is needed. You decide separately which materials to use and whether to share them with a specific employer.

Coordinated by GIL · Meet the team · Data and cooperation

Participation and withdrawal

This round focuses on exploring directions, assessing opportunities and preparing materials. Employer feedback depends on later conversations. Registration details are for this round’s screening and arrangements; later invitations are optional. We agree on research notes, recording and material retention before the session. You may decline recording, leave the study, or ask GIL to correct or delete your registration. Your agent may use cloud models; see the data policy for processing and sharing details.

What would you most like help with?

Leave your email, WeChat ID and a question you’re working on. We’ll contact you about the study. A sentence or two is enough; no CV or project files needed.

Email (required)

WeChat ID (required)

Use your WeChat ID, not your display name, for study arrangements.

Which job-search question do you want to work on in the next two weeks? (required)

For example: I’ve built products with AI, but don’t know which AI-native companies would make the most of my strengths. You can also ask about a role or application materials. Up to 300 characters.

Your current setup (required)

I can arrange a 60-minute session and 20-minute follow-up, at times we agree.

I agree that the team may use these details to screen and arrange this study; this does not authorize publication or employer referrals.

Optional: if this round is full or unsuitable, I would like one invitation to a later study.

We’ll contact you via WeChat or email to confirm arrangements, then help prepare the account access and tools you need.