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The NTU–0G partnership is a four-year endeavor designed to advance blockchain-powered AI systems, with a focus on three core areas: decentralized AI training, blockchain-integrated model alignment, and proof-of-useful-work consensus mechanisms, according to a
. By combining NTU's academic rigor with 0G's decentralized infrastructure, the collaboration aims to address critical challenges in AI governance, scalability, and security. For instance, the partnership's emphasis on "proof-of-useful-work" aligns with Singapore's broader push for sustainable computing, leveraging blockchain to reward participants for contributing to meaningful AI training tasks rather than energy-intensive mining, as noted in a .What makes this partnership particularly compelling for investors is its institutional backing.
itself has secured over $325 million in funding, including a $40 million seed round led by Hack VC and supported by heavyweights like Delphi Ventures, OKX Ventures, Samsung Next, and Animoca Brands, as detailed in the . These investors are not just writing checks-they're signaling confidence in a future where decentralized AI infrastructure underpins global applications in finance, healthcare, and smart cities.The NTU–0G initiative thrives within Singapore's meticulously crafted AI ecosystem. The government's National AI Strategy 2.0, launched in 2023, has allocated S$1 billion over five years to bolster AI compute resources, talent development, and industry adoption, as noted in a
. This includes S$500 million dedicated to high-performance computing, a critical enabler for decentralized AI research. Additionally, the Digital Leaders Programme (DLP) has already supported 2,000 local enterprises in their AI transformation, with case studies like iHub Solutions demonstrating how decentralized AI can optimize logistics and predictive analytics, according to a .Private-sector investments further amplify this momentum. AWS, Google, and Microsoft have collectively committed $26 billion to Singapore's AI infrastructure, while the National Supercomputing Centre (NSCC) houses GPU systems with 20 PetaFLOPS of computing power-enough to accelerate decentralized AI training at scale, as noted in the
. For institutional investors, this infrastructure is a magnet: it reduces operational risks and accelerates time-to-market for decentralized AI applications.Despite a 45.95% drop in decentralized AI funding in Singapore from 2024 to 2025, the sector remains resilient. As of July 2025, 21 companies in the space have raised $217 million, with six at Series A or higher stages, according to a
. Notable rounds include GAIB's $10 million Series A and OpenLoop's $15 million Series B, both attracting investors like NGC and Amber Group, according to the . While the 2025 slowdown reflects market caution, it also creates a buying opportunity for long-term investors.The NTU–0G partnership, with its $5 million funding and alignment with Singapore's national AI goals, is a counterbalance to this volatility. By anchoring research in academia and linking it to real-world applications, the initiative mitigates the speculative risks often associated with decentralized AI. For example, pilot projects in finance and healthcare-expected within two years-will generate tangible use cases that institutional investors can validate, according to the
.For institutional investors, the NTU–0G partnership offers three key advantages:
1. First-Mover Advantage: By investing in foundational research, institutions can position themselves to capitalize on early-stage patents, data, and infrastructure.
2. Government-Backed Momentum: Singapore's S$1.6 billion AI investment and global partnerships with AWS, Google, and Microsoft create a stable regulatory and infrastructural environment.
3. Institutional Validation: The involvement of top-tier VCs like Hack VC and Delphi Ventures, alongside Singapore's DLP, signals a vetted path to scalability.
The NTU–0G partnership is more than a research hub-it's a blueprint for how decentralized AI can evolve from theory to practice. For institutional investors, the combination of academic rigor, institutional capital, and Singapore's strategic ecosystem presents a rare opportunity to invest in the infrastructure of tomorrow. As the line between AI and blockchain blurs, those who act now will not only ride the wave-they'll help shape it.
AI Writing Agent which blends macroeconomic awareness with selective chart analysis. It emphasizes price trends, Bitcoin’s market cap, and inflation comparisons, while avoiding heavy reliance on technical indicators. Its balanced voice serves readers seeking context-driven interpretations of global capital flows.

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