Speakers | Program | Registration | Organizers

The third Human-aligned AI Summer School will be held in Prague from 4th to 7th August 2022. We will meet for four intensive days of discussions, workshops, and talks covering latest trends in AI alignment research and broader framings of AI alignment research.

Format of the school

The school is focused on teaching and exploring approaches and frameworks, less on presentation of the latest research results. The content of the school is mostly technical – it is assumed the attendees understand current ML approaches such as deep learning, reinforcement learning, and some of the underlying theoretical frameworks.

The intended audience of the school are researchers interested in learning more about the AI alignment topics, PhD students, researchers working in ML/AI outside academia, and talented students.
It is also recommended that the participants have a basic general understanding of the AI alignment problem and technical concepts such as specification gaming, instrumental goals, and interpretability.
This year we also encourage inter-disciplinary researchers interested in applying their domain knowledge in AI alignment to attend, e.g. from evolutionary biology, behavioral economics, or statistical mechanics.

The school consists of lectures and topical series, focused smaller-group workshops and discussions, expert panels, and opportunities for networking, project brainstorming and informal discussions.
See the previous school for an illustration of our planned speakers and general program structure (note this year will consist of 40-50% of discussions and smaller group workshops).

Speakers

David Krueger (online)
Assistant Professor at the University of Cambridge, Computational and Biological Learning lab
Rohin Shah (online)
Research scientist in AGI safety team at Deepmind
Lewis Hammond
Director of Cooperative AI Foundation, DPhil affiliate at FHI Oxford
Stanislav Fořt
Researcher at Anthropic
Jan Kulveit
Researcher at the Alignment of Complex Systems research group, and FHI Oxford
Ondrej Bajgar
DPhil affiliate at FHI Oxford
Nora Amman
Project lead of the PIBBSS research fellowship

Program

Wednesday, Aug 3

18:00 Informal pre-school welcome party in the CZEA Epistea space

Thursday, Aug 4

9:30 Venue opens for breakfast
10:30 — 11:10 Opening session
11:10 — 11:30 Coffee break
11:30 — 12:30 Ondrej Bajgar: AGI epistemics
12:30 — 14:00 Lunch (catered)
14:00 — 15:00 Jan Kulveit: Mapping alignment agendas
15:00 — 15:20 Coffee break
15:20 — 16:50 David Kruger: Is AI Alignment the solution to AI x-safety?
Technical AI Alignment obstacles and complementary approaches (remotely)
16:50 — 17:00 Break
17:00 — 18:00 Breakout session
19:00 Conference dinner in TowerPark

Friday, Aug 5

8:30 Venue opens for breakfast
9:30 – 10:50 Stanislav Fořt: Deep Learning as a Natural Science
10:50 – 11:10 Coffee break
11:10 – 12:30 Breakout session
12:30 – 14:00 Lunch (catered)
14:00 – 15:30 Lightning talks (early career researchers)
15:30 – 16:10 Extended coffee break (encouraging 1:1s)
16:10 – 17:40 Rohin Shah: Examples of goal misgeneralization (remotely)
18:30 - 20:00 Dinners at pre-booked restaurants (optional)

Saturday, Aug 6

8:30 Venue opens for breakfast
9:30 – 10:40 Lewis Hammond: Introduction to Cooperative AI
10:40 – 11:10 Coffee break
11:10 – 12:30 Breakout session
12:30 – 14:00 Lunch (catered)
14:00 – 15:20 Nora Ammann: Introduction to PIBBSS
15:20 – 15:50 Coffee break
15:50 – 17:00 Breakout session
17:00 – 18:00 Jan Kulveit: Game Theory for AGI Safety
19:00 Conference dinner at restaurant Oblaca

Sunday, Aug 7

8:30 Venue opens for breakfast
9:30 – 10:30 Lightning talks from participants
10:30 – 10:50 Coffee break
10:50 – 12:00 Breakout session
12:00 – 13:00 Closing session
13:00 End of conference – lunch (catered)

Registration and fees

The applications are now closed.

The The price of the school is EUR 200 with a discounted price of EUR 80 for students and independent researchers, and includes full catering and all conference events.

We have a limited number of scholarships for participants from disadvantaged backgrounds and in difficult situations, covering the price of the school and subsidizing travel and accommodation costs.

Proposing workshop sessions

The school will have several smaller-group workshop sessions, consisting of presenting new topics, interactive activities and discussion on narrower or technical topics, offered by both invited speakers and selected participants of the school.

If you are interested in presenting a workshop, please send us a brief description of the workshop content (about half a page) along with the intended format and target audience, noting your expertise within the area. Note that the expectation is not to necessarily present your own work, but rather to provide content and activities that enrich the school for other participants. If we think your workshop is a good fit we will get back to you and discuss the content of the workshop in more detail and help you refine it for the school.

Organizers

Jan Kulveit, Tomáš Gavenčiak, Daniel Filan
Organized by Effective Altruism Czech Republic and Center for Theoretical Study, Charles University, Prague

📧 Contact us at haaiss@acsresearch.org