A curated index of useful AI and data resources, with Singapore communities and builder infrastructure alongside global technical references and research sources.

Information current as of September 2026.

AI + DATARESOURCE INDEX

Singapore communities, builder resources, public data, technical references, research and industry updates, capability evaluation and responsible AI.
07 sections / 37 resources
01 / Singapore

Communities & events

Local calendars, meetups and organisations covering AI, data and deep technology.

01

Luma’s AI discovery page aggregates AI events and can surface nearby events based on location. The Singapore discovery view includes meetups, hackathons, technical sessions and builder events.

Local discovery / events
02

Singapore AI community and event space at one-north. Its calendar includes technical talks, paper discussions, builder sessions, co-working and introductory events.

Community / events
03

Singapore chapter of the AI Tinkerers network. Events focus on working demos, technical discussion, hackathons and systems built with foundation models and generative AI.

Builder community
04

Singapore community focused on data discovery, analytics, machine learning, visualisation, open data and applied statistics.

Data community
05

Deep-tech community with events, talks and ecosystem activities spanning artificial intelligence, data analytics and adjacent technologies.

Deep tech / events
06

Singapore’s national AI initiative. The public site brings together research, open-source projects, events, industry programmes and initiatives including SEA-LION.

National AI ecosystem
07

Community around AI governance, testing and assurance. The Foundation publishes events and open-source work and provides routes for community participation.

AI assurance community
02 / Singapore

Builder resources

Funding, project support, problem-owner matching and networks for people building AI products, internal projects or new ventures.

08

Enterprise Singapore’s startup support framework. Startup SG Founder provides mentorship and funding through Accredited Mentor Partners; Startup SG Tech supports proof-of-concept and proof-of-value work for innovative proprietary technologies.

Funding / venture support
09

Enterprise Singapore grant covering areas including automation and digitalisation, innovation and business strategy. Applications open from 30 September 2026, when EDG, PSG and MRA cease. Published support is up to 70% for SMEs and 50% for non-SMEs, subject to activity-specific limits and an annual grant cap.

Company grant / digitalisation
10

Singapore startup directory and network for finding startups, people, investors, incubators and accelerators. Registered users can connect, message ecosystem participants and, for startups, share pitch materials.

Collaborators / investors
11

Industry AI project programme with a three-month proof-of-concept route and a six-month MVP route. The six-month programme lists co-funding of up to S$150,000 per project with participating organisations contributing cash and in-kind resources.

AI project / co-funding
12

Open-innovation platform matching organisations with startups, technology providers and research institutes. Innovation Calls publish defined business challenges; selected solvers can receive prize money and work with problem owners on validation.

Problems / pilots / customers
13

Innovation hub for corporates and technology solvers. It provides access to Open Innovation Platform activities, a discovery engine, technology showcases and programmes that connect organisations with solution providers.

Project support / partners
14

Startup ecosystem focal point managed by ACE.SG and jointly initiated by Enterprise Singapore and EDB, with support from JTC. It provides advisory, developmental support and networking around setup, growth and market access.

Startup support / network
15

Singapore startup hub with founder programmes, mentors and connections to corporate and investor networks. Its programme portfolio includes support from early product development through scale-up.

Founders / ecosystem
03 / Singapore

Public data & APIs

Official Singapore data sources for analysis, applications and locally relevant project work.

16

Singapore’s open-data portal, providing national datasets and APIs across areas including economy, environment, housing, health, social and transport data.

Open data / APIs
17

Singapore’s national map platform, with APIs for location and geospatial services. Developer documentation covers available endpoints and authentication.

Geospatial APIs
18

Singapore Department of Statistics interface for official economic, demographic and social statistics, with downloadable tables and developer access through SingStat APIs.

Official statistics
19

Land Transport Authority data portal. Dynamic datasets cover public transport, traffic, active mobility, geospatial and electric-vehicle charging data.

Transport data / APIs
04 / Global + Singapore

References & explainers

Technical references, open-model ecosystems and practitioner writing useful for understanding current AI systems.

20

Interactive visualisation of a GPT-2 transformer showing tokenisation, embeddings, attention, MLP layers and next-token probabilities.

Interactive explainer
21

A continuously updated index of AI research papers with daily, weekly and monthly views, discussion and links into the Hugging Face ecosystem.

Research papers
22

Open ecosystem for models, datasets and demos, accompanied by implementation notes and technical articles from Hugging Face and community contributors.

Models / datasets / docs
23

Technical weblog covering model releases, tools, security, prompting, agent patterns, open models and practical experiments, with frequent links to original sources.

Practitioner weblog
24

Technical writing on AI system design and production machine learning, including generative-AI applications, agents, inference, evaluation and system architecture.

AI engineering
25

AI Singapore initiative focused on language models for Southeast Asian languages and contexts, including multilingual models, data and evaluation work.

Singapore / SEA models
05 / Global

Research & industry updates

Primary sources and editorial feeds covering model releases, research, engineering and broader AI developments.

26

Weekly AI news and analysis from DeepLearning.AI, covering research, products, business, science, hardware and industry developments.

Weekly digest
27

Newsletter by Jack Clark focused on AI research, capability developments, infrastructure and policy, with commentary on selected papers and events.

Research / policy
28

Newsletter and podcast focused on AI engineering, models, agents, infrastructure and interviews with researchers, founders and technical practitioners.

Newsletter / podcast
29

Conference and media platform centred on AI engineering. Its public archive includes talks and interviews on model systems, agents, evaluation, infrastructure and production practice.

Talks / engineering
30

Annual report from Stanford HAI tracking AI research and development, technical performance, responsible AI, the economy, science, policy and public opinion.

Annual data report
06 / Global

Models & capability measurement

Independent or research-led resources for comparing models and tracking changes in capability, cost and performance.

32

Independent model comparison site covering intelligence evaluations, pricing, speed and other provider characteristics, with published methodology.

Model benchmarks
33

Large-scale model comparison platform based on user voting. Leaderboards cover text and other modalities, with category views and uncertainty ranges.

Human preference
34

Research measure of frontier-agent capability based on the human-expert time required for tasks that models can complete at specified reliability levels.

Agent capability research
07 / Singapore

Responsible AI

Singapore frameworks and tools covering AI governance, assurance, testing and personal-data obligations.

36

AI Verify Foundation provides an AI testing framework, the AI Verify Toolkit and Project Moonshot, an evaluation toolkit for large language models and LLM-based applications.

Testing / assurance
37

Advisory guidelines on using personal data in AI recommendation and decision systems, including development and training, consent information and data-intermediary obligations.

Privacy / PDPA