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2 | Field | Subfield | Organisation Name | Programme | Group type | Programme Source | 2014 Budget | 2015 Budget ($m) | 2016 Budget | 2017 Budget | Budget Source | |||||||||||||||
3 | AI Ethics | Values research | Centre for the Future of Intelligence | Value alignment and policy implications | Academic | http://lcfi.ac.uk/projects/ | 0.05 | 0.50 | https://www.cam.ac.uk/research/news/the-future-of-intelligence-cambridge-university-launches-new-centre-to-study-ai-and-the-future-of | |||||||||||||||||
4 | AI Ethics | Ethics of AI | CMU | Few details | Academic | 0.00 | 0.00 | 0.00 | 0.50 | https://www.cmu.edu/news/stories/archives/2016/november/gift.html | ||||||||||||||||
5 | AI Ethics | Value loading | Duke University | How to Build Ethics into Robust Artificial Intelligence | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
6 | AI Ethics | AI Ethics | University of Oxford | Towards a Code of Ethics for AI Research | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.05 | 0.04 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
7 | AI Outreach | Outreach | Future of Life Institute | Media outreach | Non-profit | http://futureoflife.org/wp-content/uploads/2016/02/FLI-2015-Annual-Report.pdf | 0.00 | 0.00 | 0.03 | 0.03 | http://futureoflife.org/wp-content/uploads/2016/02/FLI-2015-Annual-Report.pdf | |||||||||||||||
8 | AI Outreach | Conferences | Future of Life Institute | AI community building conference | Non-profit | http://futureoflife.org/wp-content/uploads/2016/02/FLI-2015-Annual-Report.pdf | 0.00 | 0.00 | 0.05 | 0.04 | http://futureoflife.org/wp-content/uploads/2016/02/FLI-2015-Annual-Report.pdf | |||||||||||||||
9 | AI Outreach | Academic | Hastings Center, Yale | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | |||||||||||||||||
10 | AI Outreach | School | SPARC | Non-profit | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.03 | 0.03 | |||||||||||||||||
11 | AI Strategy | AI strategy | Centre for Effective Altruism, Oxford | Decision-relevant uncertainty in AI safety | Non-profit | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.04 | 0.04 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
12 | AI Strategy | AI strategy | Cornell University | Scaling-up AI Systems: Insights From Computational Complexity | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.01 | 0.01 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
13 | AI Strategy | AI strategy | FHI (non-SAIRC) | Macrostrategy | Academic | 0.80 | 0.80 | 0.70 | 1.30 | Conversation | ||||||||||||||||
14 | AI Strategy | AI strategy | Global Catastrophic Risks Institute | Small AI programme in sub-project | Non-profit | http://gcrinstitute.org/emerging-technologies/ | 0.00 | 0.00 | 0.04 | 0.03 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
15 | AI Strategy | International relations | Global Politics of AI | Very initial | Academic | 0.00 | 0.00 | 0.02 | 0.10 | Guess | ||||||||||||||||
16 | AI Strategy | AI strategy | Harvard University | Mechanism Design for AI Architectures | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
17 | AI Strategy | AI strategy | Machine Intelligence Research Institute | AI Impacts | Non-profit | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.02 | 0.02 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
18 | AI Strategy | AI strategy | Stanford University | Optimal Transition to the AI Economy | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.03 | 0.02 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
19 | AI Strategy | AI strategy | Strategic AI Research Centre | Strategy | Academic | https://www.fhi.ox.ac.uk/research/research-areas/strategic-centre-for-artificial-intelligence-policy/ | 0.00 | 0.13 | 0.50 | 0.50 | http://www.oxfordmartin.ox.ac.uk/news/201507_FLI | |||||||||||||||
20 | AI Strategy | AI strategy | University of Michigan | Understanding and Mitigating AI Threats to the Financial System | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
21 | Rationality | Rationality | CFAR | Non-profit | 0.00 | 0.00 | 0.04 | 1.00 | Guess for 2017 figure http://www.openphilanthropy.org/giving/grants/center-applied-rationality-general-support | |||||||||||||||||
22 | Technical AI Safety | Safety analysis | Carnegie Mellon University | Faster Verification of AI-based Cyber-physical Systems | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
23 | Technical AI Safety | Transparency | Carnegie Mellon University | Explanations for Complex AI Systems | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
24 | Technical AI Safety | Technical Deep RL | Centre for Human-Compatible AI | IRL | Academic | http://humancompatible.ai/jobs/ | 0.00 | 0.00 | 0.05 | 0.50 | http://news.berkeley.edu/2016/08/29/center-for-human-compatible-artificial-intelligence/ | |||||||||||||||
25 | Technical AI Safety | Technical Deep RL | DeepMind | AI Safety technical research team | Industry | Personal conversation with Toby | 0.00 | 0.40 | 1.00 | 1.50 | Estimated loosely based on LO and 3 new hires | |||||||||||||||
26 | Technical AI Safety | Technical | Georgia Institute of Technology | Understanding when a deep network is going to be wrong | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.05 | 0.04 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
27 | Technical AI Safety | Technical Deep RL | Google Brain | AI Safety technical research team | Industry | ? | 0.00 | 0.15 | 0.15 | 0.15 | Informal conversations, suggesting maybe .5 FTE inc Chris Olah | |||||||||||||||
28 | Technical AI Safety | Value loading | IDSIA | Experience-based AI (EXPAI) | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
29 | Technical AI Safety | Technical | Machine Intelligence Research Institute | Aligning Superintelligence With Human Interests | Non-profit | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.09 | 0.08 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
30 | Technical AI Safety | Logic | Machine Intelligence Research Institute | Technical AI safety work | Non-profit | https://intelligence.org/2016/09/16/miris-2016-fundraiser/#plans | 0.95 | 1.65 | 1.75 | 2.00 | https://intelligence.org/2016/09/16/miris-2016-fundraiser/#plans | |||||||||||||||
31 | Technical AI Safety | Technical Deep RL | OpenAI | AI Safety technical research team | Industry | ? | 0.00 | 0.15 | 0.45 | 0.45 | Maybe PC full, and 50% DA? | |||||||||||||||
32 | Technical AI Safety | Technical | Oregon State University | Robust and Transparent Artificial Intelligence Via Anomaly Detection and Explanation | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
33 | Technical AI Safety | Verification | Stanford University | Verifying Deep Mathematical Properties of AI Systems | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.04 | 0.03 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
34 | Technical AI Safety | Technical | Stanford University | Predictable AI via Failure Detection and Robustness | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.09 | 0.08 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
35 | Technical AI Safety | Technical | Stanford University | Robust probabilistic inference engines for autonomous agents | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.09 | 0.08 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
36 | Technical AI Safety | Technical | The University of Melbourne | Security Evaluation of Machine Learning Systems | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.04 | 0.03 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
37 | Technical AI Safety | Value loading | Theiss Research | Teaching AI Systems Human Values Through Human-Like Concept Learning | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.01 | 0.01 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
38 | Technical AI Safety | Value loading | Theiss Research | Democratizing Programming: Synthesizing Valid Programs with Recursive Bayesian Inference | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.04 | 0.03 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
39 | Technical AI Safety | Technical | University of California, Berkeley | Counterfactual Human Oversight | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.02 | 0.02 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
40 | Technical AI Safety | Technical | University of California, Berkeley | Value Alignment and Moral Metareasoning | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.13 | 0.11 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
41 | Technical AI Safety | Value loading | University of Cambridge | Investigation of Self-Policing AI Agents | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.02 | 0.02 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
42 | Technical AI Safety | Technical | University of Cambridge | Applying Formal Verification to Reflective Reasoning | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.01 | 0.01 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
43 | Technical AI Safety | Technical | University of Colorado | Stability of Neuromorphic Motivational Systems | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.04 | 0.03 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
44 | Technical AI Safety | Technical | University of Illinois at Chicago | Towards Safer Inductive Learning | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.05 | 0.04 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
45 | Technical AI Safety | Value loading | University of Oxford | Inferring Human Values: Learning “Ought”, not “Is” | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.08 | 0.07 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
46 | Technical AI Safety | Value loading | University of Padova | Safety Constraints and Ethical Principles in Collective Decision Making Systems | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.10 | 0.09 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
47 | Technical AI Safety | Value loading | University of Washington | Computational Ethics for Probabilistic Planning | Academic | http://futureoflife.org/AI/2015awardees | 0.00 | 0.00 | 0.07 | 0.06 | http://futureoflife.org/first-ai-grant-recipients/ | |||||||||||||||
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