Discussion on use cases and AI-Native approaches to enable them takes us to foundational models, extensions, and customizations for each application domain and regional needs. Making open-source, human-centric, and autonomous AI solutions requires close collaboration between open-source, AI, and Standards. For example, a discussion on federated mechanisms for training, knowledge base creation, and transfer learning could enable us to bring solutions closer to real-life problems in various parts of the world. Some of the discussion points under this theme may be: how can open models enable trusted, AI-native networks? Can finetuning address customization requirements on the network from various regions? Are there open knowledge bases that could help in bridging and democratizing the access to and ability to develop new AI models? In the world of Generative AI, both standards and code could be a subject of analysis, and transformation by AI and for AI. However, what would be the factors that would increase trust in such generated output? What are the current gaps in standards that could be plugged for IMT-2030 (6G) towards enabling the use of such techniques? In the path towards IMT-2030 (6G), could AI play the bridging role between open source and standards?
One of the major areas of study is the energy overhead and environmental impact of AI. Study and optimization of the energy consumption and carbon footprint of AI systems needs study, thus aligning the rapid advancements in AI technology with sustainable environmental practices. By integrating upfront important considerations on energy efficiency and environmental impact into the core of AI development and deployment, we can maximize benefits. This involves optimizing the analysis, design, training, and deployment of AI models while keeping in mind the trade-off between performance and resource utilization. Fostering an AI ecosystem that not only drives innovation but is also firmly grounded on foundations of sustainability, leads to Green AI. This session will focus on benchmarks for (measuring and reporting) energy consumption and efficiency in various AI/ML models, in IMT-2030 (6G). What are the set of metrics and benchmarks for the energy efficiency of AI/ML models? Are there best practices to develop energy-efficient AI systems for various domain-specific use cases?
For important information regarding the classification, please go to the Division’s website and review the last two questions in the Q&A page. Please be advised that the utilization of this list by AI for Good is exclusively for the purpose of ticketing for the 2024 AI for Good Global Summit, unless otherwise specified
Country or Area | ISO-alpha2 Code | ISO-alpha3 Code | Developed / Developing regions |
Algeria | DZ | DZA | Developing |
Egypt | EG | EGY | Developing |
Libya | LY | LBY | Developing |
Morocco | MA | MAR | Developing |
Sudan | SD | SDN | Developing |
Tunisia | TN | TUN | Developing |
Western Sahara | EH | ESH | Developing |
British Indian Ocean Territory | IO | IOT | Developing |
Burundi | BI | BDI | Developing |
Comoros | KM | COM | Developing |
Djibouti | DJ | DJI | Developing |
Eritrea | ER | ERI | Developing |
Ethiopia | ET | ETH | Developing |
French Southern Territories | TF | ATF | Developing |
Kenya | KE | KEN | Developing |
Madagascar | MG | MDG | Developing |
Malawi | MW | MWI | Developing |
Mauritius | MU | MUS | Developing |
Mayotte | YT | MYT | Developing |
Mozambique | MZ | MOZ | Developing |
Réunion | RE | REU | Developing |
Rwanda | RW | RWA | Developing |
Seychelles | SC | SYC | Developing |
Somalia | SO | SOM | Developing |
South Sudan | SS | SSD | Developing |
Uganda | UG | UGA | Developing |
United Republic of Tanzania | TZ | TZA | Developing |
Zambia | ZM | ZMB | Developing |
Zimbabwe | ZW | ZWE | Developing |
Angola | AO | AGO | Developing |
Cameroon | CM | CMR | Developing |
Central African Republic | CF | CAF | Developing |
Chad | TD | TCD | Developing |
Congo | CG | COG | Developing |
Democratic Republic of the Congo | CD | COD | Developing |
Equatorial Guinea | GQ | GNQ | Developing |
Gabon | GA | GAB | Developing |
Sao Tome and Principe | ST | STP | Developing |
Botswana | BW | BWA | Developing |
Eswatini | SZ | SWZ | Developing |
Lesotho | LS | LSO | Developing |
Namibia | NA | NAM | Developing |
South Africa | ZA | ZAF | Developing |
Benin | BJ | BEN | Developing |
Burkina Faso | BF | BFA | Developing |
Cabo Verde | CV | CPV | Developing |
Côte d’Ivoire | CI | CIV | Developing |
Gambia | GM | GMB | Developing |
Ghana | GH | GHA | Developing |
Guinea | GN | GIN | Developing |
Guinea-Bissau | GW | GNB | Developing |
Liberia | LR | LBR | Developing |
Mali | ML | MLI | Developing |
Mauritania | MR | MRT | Developing |
Niger | NE | NER | Developing |
Nigeria | NG | NGA | Developing |
Saint Helena | SH | SHN | Developing |
Senegal | SN | SEN | Developing |
Sierra Leone | SL | SLE | Developing |
Togo | TG | TGO | Developing |
Anguilla | AI | AIA | Developing |
Antigua and Barbuda | AG | ATG | Developing |
Aruba | AW | ABW | Developing |
Bahamas | BS | BHS | Developing |
Barbados | BB | BRB | Developing |
Bonaire, Sint Eustatius and Saba | BQ | BES | Developing |
British Virgin Islands | VG | VGB | Developing |
Cayman Islands | KY | CYM | Developing |
Cuba | CU | CUB | Developing |
Curaçao | CW | CUW | Developing |
Dominica | DM | DMA | Developing |
Dominican Republic | DO | DOM | Developing |
Grenada | GD | GRD | Developing |
Guadeloupe | GP | GLP | Developing |
Haiti | HT | HTI | Developing |
Jamaica | JM | JAM | Developing |
Martinique | MQ | MTQ | Developing |
Montserrat | MS | MSR | Developing |
Puerto Rico | PR | PRI | Developing |
Saint Barthélemy | BL | BLM | Developing |
Saint Kitts and Nevis | KN | KNA | Developing |
Saint Lucia | LC | LCA | Developing |
Saint Martin (French Part) | MF | MAF | Developing |
Saint Vincent and the Grenadines | VC | VCT | Developing |
Sint Maarten (Dutch part) | SX | SXM | Developing |
Trinidad and Tobago | TT | TTO | Developing |
Turks and Caicos Islands | TC | TCA | Developing |
United States Virgin Islands | VI | VIR | Developing |
Belize | BZ | BLZ | Developing |
Costa Rica | CR | CRI | Developing |
El Salvador | SV | SLV | Developing |
Guatemala | GT | GTM | Developing |
Honduras | HN | HND | Developing |
Mexico | MX | MEX | Developing |
Nicaragua | NI | NIC | Developing |
Panama | PA | PAN | Developing |
Argentina | AR | ARG | Developing |
Bolivia (Plurinational State of) | BO | BOL | Developing |
Bouvet Island | BV | BVT | Developing |
Brazil | BR | BRA | Developing |
Chile | CL | CHL | Developing |
Colombia | CO | COL | Developing |
Ecuador | EC | ECU | Developing |
Falkland Islands (Malvinas) | FK | FLK | Developing |
French Guiana | GF | GUF | Developing |
Guyana | GY | GUY | Developing |
Paraguay | PY | PRY | Developing |
Peru | PE | PER | Developing |
South Georgia and the South Sandwich Islands | GS | SGS | Developing |
Suriname | SR | SUR | Developing |
Uruguay | UY | URY | Developing |
Venezuela (Bolivarian Republic of) | VE | VEN | Developing |
Kazakhstan | KZ | KAZ | Developing |
Kyrgyzstan | KG | KGZ | Developing |
Tajikistan | TJ | TJK | Developing |
Turkmenistan | TM | TKM | Developing |
Uzbekistan | UZ | UZB | Developing |
China | CN | CHN | Developing |
China, Hong Kong Special Administrative Region | HK | HKG | Developing |
China, Macao Special Administrative Region | MO | MAC | Developing |
Democratic People’s Republic of Korea | KP | PRK | Developing |
Mongolia | MN | MNG | Developing |
Brunei Darussalam | BN | BRN | Developing |
Cambodia | KH | KHM | Developing |
Indonesia | ID | IDN | Developing |
Lao People’s Democratic Republic | LA | LAO | Developing |
Malaysia | MY | MYS | Developing |
Myanmar | MM | MMR | Developing |
Philippines | PH | PHL | Developing |
Singapore | SG | SGP | Developing |
Thailand | TH | THA | Developing |
Timor-Leste | TL | TLS | Developing |
Viet Nam | VN | VNM | Developing |
Afghanistan | AF | AFG | Developing |
Bangladesh | BD | BGD | Developing |
Bhutan | BT | BTN | Developing |
India | IN | IND | Developing |
Iran (Islamic Republic of) | IR | IRN | Developing |
Maldives | MV | MDV | Developing |
Nepal | NP | NPL | Developing |
Pakistan | PK | PAK | Developing |
Sri Lanka | LK | LKA | Developing |
Armenia | AM | ARM | Developing |
Azerbaijan | AZ | AZE | Developing |
Bahrain | BH | BHR | Developing |
Georgia | GE | GEO | Developing |
Iraq | IQ | IRQ | Developing |
Jordan | JO | JOR | Developing |
Kuwait | KW | KWT | Developing |
Lebanon | LB | LBN | Developing |
Oman | OM | OMN | Developing |
Qatar | QA | QAT | Developing |
Saudi Arabia | SA | SAU | Developing |
State of Palestine | PS | PSE | Developing |
Syrian Arab Republic | SY | SYR | Developing |
Turkey | TR | TUR | Developing |
United Arab Emirates | AE | ARE | Developing |
Yemen | YE | YEM | Developing |
Fiji | FJ | FJI | Developing |
New Caledonia | NC | NCL | Developing |
Papua New Guinea | PG | PNG | Developing |
Solomon Islands | SB | SLB | Developing |
Vanuatu | VU | VUT | Developing |
Guam | GU | GUM | Developing |
Kiribati | KI | KIR | Developing |
Marshall Islands | MH | MHL | Developing |
Micronesia (Federated States of) | FM | FSM | Developing |
Nauru | NR | NRU | Developing |
Northern Mariana Islands | MP | MNP | Developing |
Palau | PW | PLW | Developing |
United States Minor Outlying Islands | UM | UMI | Developing |
American Samoa | AS | ASM | Developing |
Cook Islands | CK | COK | Developing |
French Polynesia | PF | PYF | Developing |
Niue | NU | NIU | Developing |
Pitcairn | PN | PCN | Developing |
Samoa | WS | WSM | Developing |
Tokelau | TK | TKL | Developing |
Tonga | TO | TON | Developing |
Tuvalu | TV | TUV | Developing |
Wallis and Futuna Islands | WF | WLF | Developing |
New membership are not allowed.