01
Evaluate
Compare AI responses and determine which are accurate, useful, complete and well-reasoned.
NIA · Founding Network
Help shape what AI learns next.
NIA is building an early network of exceptional students, graduates, researchers and domain experts who want to contribute to the next generation of AI.
Evaluation. Research. Reasoning. Language. Domain expertise.
Early-stage initiative · Selective screening · Future opportunities depend on partnerships, project availability and client requirements.
The idea
AI needs more than engineers.
The systems being built today need people who understand finance, law, medicine, mathematics, engineering, language, culture, business, research and thousands of other disciplines.
You do not have to study AI.
You need to know something worth contributing.
NIA is being built to connect thoughtful people with future opportunities to evaluate, challenge, research and improve AI systems.
Potential workflows
Where your expertise could matter.
Exact work will depend on future projects, partners and client requirements.
02
Challenge
Create difficult questions, scenarios and edge cases that expose weaknesses in AI systems.
03
Research
Structure, verify and assess complex information.
04
Apply your expertise
Use knowledge from your discipline to evaluate specialist AI tasks.
05
Improve reliability
Identify misleading, unsafe, biased, incomplete or unreliable outputs.
06
Represent context
Help AI systems better understand different languages, disciplines, cultures and perspectives.
Domain explorer
Find your discipline.
Computer Science
Example future tasks
- 01Evaluate whether a model correctly explains time complexity.
- 02Identify bugs in generated algorithms.
- 03Create edge-case debugging scenarios.
- 04Review reasoning behind systems design choices.
Illustrative examples only — NIA is not open and these are not live projects.
A high-trust network
We're not looking for everyone.
Previous AI employment matters less than rigorous thinking, clear communication, curiosity, genuine expertise, attention to detail, reasoning and reliability.
01
Curious thinkers
You ask better questions and learn quickly.
02
Strong communicators
You can explain your reasoning clearly.
03
Domain depth
You know something worth contributing.
04
Detail-oriented
You care about accuracy, nuance and quality.
05
Independent reasoning
You can assess information critically rather than simply following the obvious answer.
06
Reliability
You take instructions seriously and consistently deliver thoughtful work.
Future cohorts may include assessments, calibration exercises and project-specific screening.
Join early
Why express interest early?
01
Be considered early
Founding members may be among the first considered for relevant assessments, pilots and future projects.
02
Help shape NIA
Early participants can help influence how NIA develops.
03
Build an emerging skillset
Learn how modern AI evaluation, expert feedback, research and human-in-the-loop workflows operate.
04
Meet across disciplines
Connect with people thinking seriously about technology, knowledge and the future of work.
05
Build a track record
Selected contributors may later have opportunities to build project history or recognition based on demonstrated performance.
The mission
Intelligence should be shaped by more kinds of expertise.
Different disciplines.
01 / 04
NIA wants to create pathways for exceptional people to contribute that expertise — beginning with university communities, researchers and emerging professionals, designed to eventually operate across countries, disciplines and institutions.
A possible path
How NIA works.
01CURRENT
Express interest
Tell us about your background, university, expertise and interests.
02FUTURE
Screening
Relevant members may later be invited to assessments or calibration exercises.
03FUTURE
Matching
Suitable contributors may be considered when a project requires their expertise, language, location or discipline.
04FUTURE
Contribute
Selected contributors may complete evaluation, research, reasoning or expert-data tasks.
05FUTURE
Paid projects
Where a project is paid, compensation, scope and expectations will be communicated before participation.
Founding network
Express interest in NIA.
NIA is not open yet. Tell us what you know and what you enjoy working on — we may contact you if your background becomes relevant.
No account required.
Express interest
Tell us a little about yourself.
Seven short stages. Your progress saves automatically on this device.
Takes about 3–4 minutes. No account required.
Building with universities
Bring NIA to your university.
Talent discovery · Discipline cohorts · Evaluation workshops · Research pilots · Faculty networks · Ambassador programmes
For companies
Looking for thoughtful human evaluation?
Model evaluation · Expert review · Data quality · Reasoning tasks · Multilingual evaluation · Safety evaluation · Benchmarks · Research support
FAQ
Questions, answered.
NIA is an emerging network being built to connect talented people across different disciplines with future AI evaluation, research, reasoning and expert-data opportunities.
Not yet. We are currently building the founding network and collecting expressions of interest.
No. Expressing interest does not create employment and does not guarantee future work.
No. NIA is interested in expertise across many disciplines.
Students, graduates, researchers, academics, professionals and people with meaningful domain expertise may express interest.
Your information is added to the founding network. Relevant people may later be contacted about assessments, pilots or project opportunities.
Some future opportunities may be paid. Where they are, compensation and expectations will be communicated before participation.
NIA is being designed as a global network. Initial pilots may focus on selected universities, countries or disciplines.
Know someone who should be here?
NIA · Founding Network
The next generation of AI will need human expertise.
NIA is not open yet. But the network starts now.
Prefer the marketplace? Continue exploring TUQO