Various Artificial Intelligence Principles are designed with different considerations, and none of them can be perfect and complete for every scenario. Linking Artificial Intelligence Principles (LAIP) is an initiative and platform for synthesizing, linking, and analyzing various Artificial Intelligence Principles World Wide, from different research institutes, non-profit organizations, non-governmental organizations, companies, etc. The efforts aim at understanding in which degree do these different AI Principles proposals share common values, differ and complete each other.

The current LAIP engine enables us to list and compare between different AI principle proposals at keywords, topic and paragraph levels.

Here we have the paper "Linking Artificial Intelligence Principles" that gives more details on the design philosophy and initial observations.

The following table presents an analysis of different AI Principles world wide (currently 69 proposals) from the perspective of coarser topics, which shows mainly on the consensus of various proposals.

for human collaboration share fairness transparency privacy security safety accountability long term AI
Smart Dubai 2019 13 3 1 4 4 6 6 7 2 6
NGCNGAI 2019 11 4 5 6 3 6 1 7 4 1
Beijing 2019 14 2 5 3 5 3 2 3 2 4
FLI 2017 9 2 4 1 4 4 2 6 2 4
ITI 2017 11 5 3 3 1 3 8 6 12
SHAIISEAC 2019 1 1 1 2 2 4 12 8 3
OECD 2019 9 2 6 8 3 5 3 7 7
Google 2018 4 1 1 8 1 5 2 7 1
G20 2019 10 2 6 8 3 5 3 7 8
Telia 2019 3 3 2 6 4 1 1 4 5
Nadella 2016 8 2 1 2 2 1 1 1 3
EGE 2018 16 3 5 9 2 10 5 8 6
Internet Society 2017 1 3 1 2 4 3 7 10 7
MIC 2017 6 4 2 4 4 15 12 23 3
Cabinet Office 2018 28 5 5 12 2 13 6 4 3
MIC 2018 7 8 3 5 7 17 13 4 5
Montreal 2018 9 2 7 3 4 8 2 5 7
AIIA 2019 12 1 3 7 7 4 6 10 4
Montreal 2017 5 1 2 4 2 9 1 6
Intel 2017 1 1 4 2 8 5 6 3
JSAI 2017 6 2 5 1 3 2 7 3
IEEE 2017 13 1 1 8 5 3 6 8
ICDPPC 2018 12 1 2 9 10 16 2 3
Shanghai YoungAI 2019 5 1 5 5 2 2 4 5
Sony 2018 5 1 2 2 2 2 1 1
HLEG 2018 18 6 35 13 11 4 10 8
HAIP 2018 15 2 4 5 5 7 3 2
Tencent 2018 5 2 6 8 4 4 8 2
EC 2019 4 4 11 9 6 3 9 5
Deutsche Telekom 2018 4 4 2 4 4 4 6 9
Tsinghua CISS 2019 3 1 3 1 3 1 2 1
UNI Global Union 2017 8 2 2 12 5 2 2 11
US OSTP 2020 1 2 11 10 4 8 7 4
Australia 2019 10 3 5 4 6 5 7 14
SAP 2018 2 6 6 2 7 2 6
Telefonica 2018 2 1 8 4 10 5 2
The Public Voice 2018 1 12 4 4 5 8 13
Tieto 2018 2 2 3 2 1 1 1
Alan Turing Inst 2019 2 2 4 3 1 1 3
Megvii 2019 1 3 1 2 4 2 3
CIGI 2018 1 4 5 3 3 12 5
DoDDIB 2019 1 1 1 3 1 2 2
House of Lords 2018 4 1 4 4 2 3 1
IA Latam 2019 3 4 2 2 1 2 1
OpenAI 2018 4 2 1 1 8 12
PAI 2016 1 3 1 1 2 2
US DoD 2020 1 1 3 1 2 2
Microsoft 2018 1 1 2 2 2 2
DeepMind 2017 1 4 1 1 2 2
IEEE 2019 12 3 3 3 3 1
Unity 2018 2 2 1 1 2
USACM 2017 4 4 2 5 3
Canada 2019 2 1 1 1 2
NYTimes 2019 1 2 2 1 2
The Future Society 2017 4 2 2 3 3
FATML 2016 1 3 3 3 7
TBS Canada 2018 1 2 1 1 1
IBE 2018 1 5 5 5 7
GE Healthcare 2018 1 2 1 2
IBM 2018b 1 2 1 2
IBM 2017 1 1 1 2
IBM 2018a 1 1 1 5
Russia 2019 2 1 3 2
Sage 2017 1 1 3
Baidu 2018 1 1 2
OP Financial 2018 2 4 1
Etzioni 2017 1 1
PDPC 2019 1 2
Stanford 2018 1

The following table presents the analysis with finer topics (terms with the same color belong to the same coarser topic), and it indicates that none of the principle proposals cover every topic and different proposals actually complete each other. The current major outcome of the “Linking AI Principles” project is how these different proposals complete each other, instead of compete with each other.

for human beneficial well being dignity freedom education sustainability collaboration partnership cooperation dialogue share equal fairness justice bias discrimination prejudice transparency explainable predictable intelligible audit trace privacy informed control the data security cyberattack confidential safety validation verification test controllability human control accountability responsibility long term AI higher level of AI AGI ASI
Smart Dubai 2019 3 2 4 2 1 1 1 2 1 2 2 2 2 6 6 4 1 2 2 1 3 2
NGCNGAI 2019 5 1 2 2 1 1 2 1 4 1 3 2 1 1 1 1 5 1 1 4 3 1 3 1
Beijing 2019 4 3 2 1 1 2 1 2 4 1 1 1 1 1 1 1 1 1 1 2 2 2 1 1 1 1 2 1
FLI 2017 2 2 3 1 1 2 4 1 3 1 3 1 1 1 4 1 1 2 3 1
ITI 2017 1 1 1 7 1 1 4 1 2 3 1 2 1 6 2 3 1 2 1 11
SHAIISEAC 2019 1 1 1 1 1 1 1 4 12 8 3
OECD 2019 2 1 2 1 1 2 1 1 4 2 4 1 2 1 2 1 5 3 6 1 2 5
Google 2018 1 1 1 1 1 1 4 1 3 1 3 1 1 2 4 2 1 1
G20 2019 3 1 2 1 1 2 1 1 4 2 4 1 2 1 2 1 5 3 6 1 2 6
Telia 2019 2 1 1 2 2 4 1 1 2 2 1 1 1 3 1 4
Nadella 2016 3 1 4 2 1 1 1 1 1 1 1 1 3
EGE 2018 4 1 4 4 1 2 2 1 1 4 4 3 1 1 1 1 7 3 4 1 7 1 2 4
Internet Society 2017 1 1 2 1 1 1 3 1 3 7 7 2 1 2 5
MIC 2017 2 1 2 1 1 2 1 2 2 1 1 1 3 15 9 2 1 6 4 6 7 3
Cabinet Office 2018 1 4 1 16 6 2 1 1 1 3 2 6 2 3 1 2 13 6 3 1 2 1
MIC 2018 2 5 4 4 3 2 2 1 1 6 17 12 1 1 3 4 1
Montreal 2018 1 3 1 1 3 2 1 6 2 1 2 2 6 2 2 2 1 2 7
AIIA 2019 3 2 1 1 4 1 1 3 3 1 1 2 3 3 1 4 6 5 1 1 1 2 4
Montreal 2017 1 4 1 1 1 2 2 1 1 6 3 1 6
Intel 2017 1 1 2 2 1 1 8 5 6 3
JSAI 2017 4 1 1 2 3 1 1 1 3 1 1 4 1 2 1 2
IEEE 2017 5 3 1 1 3 1 1 6 1 1 3 2 3 3 1 1 1 4 4
ICDPPC 2018 6 1 2 1 2 1 1 1 2 3 4 5 1 2 2 15 1 1 1 2 1
Shanghai YoungAI 2019 4 1 1 3 1 1 3 1 1 2 2 1 2 1 1 4
Sony 2018 2 1 2 1 1 1 1 1 2 2 1 1
HLEG 2018 2 2 5 1 4 1 3 6 6 4 13 11 1 9 1 1 1 1 8 3 3 1 4 2 4 6 2
HAIP 2018 15 2 4 5 4 1 6 1 3 1 1
Tencent 2018 1 1 1 2 1 1 1 3 2 5 1 2 4 3 1 1 2 2 3 1 1
EC 2019 2 2 4 2 1 5 3 3 3 2 1 5 1 3 5 1 3 2 3
Deutsche Telekom 2018 4 1 2 1 2 1 2 1 3 1 4 6 9
Tsinghua CISS 2019 2 1 1 2 1 1 2 1 1 2 1
UNI Global Union 2017 3 1 3 1 1 1 2 11 1 4 1 2 1 1 4 7
US OSTP 2020 1 1 1 3 2 6 8 2 4 7 1 6 1 3 1
Australia 2019 4 1 3 1 1 3 4 1 3 1 6 5 4 1 1 1 6 8
SAP 2018 2 3 2 1 1 4 1 2 7 2 4 1 1
Telefonica 2018 1 1 1 4 2 2 3 1 10 4 1 1 1
The Public Voice 2018 1 8 2 2 4 4 5 6 2 8 5
Tieto 2018 1 1 2 2 1 1 1 1 1 1
Alan Turing Inst 2019 2 2 1 1 2 1 1 1 1 1 2 1
Megvii 2019 1 1 2 1 2 4 1 1 2 1
CIGI 2018 1 1 2 1 5 3 3 3 2 5 2 3 2
DoDDIB 2019 1 1 1 1 1 1 1 1 1 2
House of Lords 2018 1 1 2 1 2 2 1 2 1 2 3 1
IA Latam 2019 1 1 1 3 1 1 1 2 1 1 1 1
OpenAI 2018 3 1 2 1 1 8 12
PAI 2016 1 1 1 1 1 1 2 1 1
US DoD 2020 1 1 1 1 1 1 1 1 2
Microsoft 2018 1 1 2 2 2 2
DeepMind 2017 1 3 1 1 1 2 2
IEEE 2019 5 1 3 2 1 1 2 3 2 1 3 1
Unity 2018 1 1 1 1 1 1 1 1
USACM 2017 3 1 1 1 2 1 1 2 3 2 1
Canada 2019 2 1 1 1 2
NYTimes 2019 1 2 2 1 2
The Future Society 2017 2 2 2 2 2 1 2 1
FATML 2016 1 1 1 1 2 1 1 2 4 3
TBS Canada 2018 1 1 1 1 1 1
IBE 2018 1 3 1 1 2 3 5 2 5
GE Healthcare 2018 1 1 1 1 2
IBM 2018b 1 1 1 1 1 1
IBM 2017 1 1 1 1 1
IBM 2018a 1 1 1 3 2
Russia 2019 2 1 2 1 2
Sage 2017 1 1 2 1
Baidu 2018 1 1 1 1
OP Financial 2018 2 4 1
Etzioni 2017 1 1
PDPC 2019 1 1 1
Stanford 2018 1