🧵 Enabling real-world use cases at scale on the #SingularityNET platform via creating a MeTTa-based DSLs focused on smart contract programming in specific industry verticals.

#BuildingOnSNET #AI #Cardano
2/ Smart contract scripting can be tricky, so it’s essential to design a developer-friendly framework to build applications and solutions without compromising on security.
3/ On #Ethereum, a “copy &paste” culture has emerged, where developers copy and tweak existing Solidity code. However, this approach is unsustainable in a software ecosystem powered by tools with reasonable composability.
4/ On the other hand, #Haskell provides powerful composability but remains relatively opaque to most developers without a background in functional programming or related mathematics.
5/ An alternate approach is the creation of domain-specific languages (DSLs) that only provide developers with the blockchain-related functions required by their applications. IOHK’s #Marlowe DSL is a pioneer in this approach.
6/ #Marlowe can scale to millions of users and sustain a high transaction rate. However, it presents some drawbacks when it comes to achieving scalability in modern #DeFi applications and comes with certain domain-specific —in this case, finance— restrictions.
7/ This illustrates the need for a framework that can remove these impediments and enables rapid updating and modification of DSLs within a highly flexible base language, namely the MeTTa (Meta Type Talk) #AGI programming language.
8/ @OpenCog 's MeTTa provides an elegant approach for enabling broad usability by creating low or no-code applications & algorithm-based DSLs focused on smart contract programming in specific vertical areas.
9/ The abstract nature of MeTTa lends itself well to the templatization of this process, making smart contract development simple and usable for the average product developer without sacrificing security, robustness, or capability.
10/ While #Marlowe pioneered this approach in the #Cardano ecosystem, MeTTa allows for even greater flexibility and ensures developers have the functionalities needed to create powerful applications.
11/ Therefore, this approach not only allows for more efficient and secure coding practices but also simplifies smart contract development. By utilizing MeTTa, developers can focus on building their applications without worrying about the technicalities of Plutus and MeTTa.
12/ #SingularityNET is excited to share that the integration of MeTTa into Plutus is already under active development in the context of @Hypercycle_AI, a massively scalable, easily usable and richly and smoothly interoperable sidechain.

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More from @SingularityNET

Jan 15
The SNET mission combines ambitious & visionary development towards:
- Artificial General Intelligence (#AGI),
- Decentralized AI Marketplace,
- Beneficial #AI use across strategic vertical markets,

All leading towards a beneficial #Singularity.

blog.singularitynet.io/singularitynet…
2) Delivering steadily & consistently throughout 2022, there was a lot to celebrate by end of the year:

- MeTTa & DAS development toward @OpenCog AGI framework
- 22 new AI services & Training models added to the Platform/Marketplace
- Two Phases of AI-DSL project complete

...
3)
- Converter Bridge & Loyalty Program Launched (#BuildingOnCardano)
- @Hypercycle_AI ledger less sidechain++ for #Cardano microtransactions kicked off
- Deep Fund rnd 1 complete, governance vote, and 2 initiated
- Ambassador Program launched
- Decentralization Report published
Read 5 tweets
Jan 15
1) NNs, LLMs, Diffusion - narrow #AI's are showing exciting capabilities right now. So, why do we need #AGI?

Simply, these algorithms are amazing pattern-recognizers...but they don't understand what they are doing.

A classic example of their unfortunate limitations:
2) A seemingly perfect-accuracy AI-driven tumor detector from tissue images... failed completely when given images from a new hospital.

On initial training data - 98% accurate; on data from this new source, it was no better than a coin flip
3) Turned out, all the training images with a tumor had a little white ruler in the picture to measure the size of the tumor. The new hospital did not include rulers in any images.

The model didn't understand tumors, and so has learned to be an amazing ruler detector.
Read 7 tweets
Jan 13
1) The AI-DSL project has completed Phase 2 of development, and is preparing to launch Phase 3!

Read about the milestones and achievements achieved by the team so far: blog.singularitynet.io/ai-dsl-phase-2…

#AI #DecentralizedAI #AGI #Blockchain #CardanoCommunity #catalyst
2) The AI-DSL project is creating a revolutionary, intelligent interconnectivity layer to augment the utility of every service on the SNET Marketplace.

The protocol will allow AIs to be linked like legos & assembled into complex workflows by anyone, even non-technical users.
3) Phase 2 was funded by #Cardano Catalyst Fund7, with enthusiastic support for the #CardanoCommunity and this project, along with @Hypercycle_AI, will massively augment Cardano as the blockchain of AI
Read 6 tweets
Dec 21, 2022
By providing a platform for buying and selling AI services, SingularityNET aims to make it easier for people to access and use AI to solve problems and create new opportunities.

Some potential ways that SingularityNET could help humanity include: 🧵1/6 🔽

#SingularityNET #AI
2/6 Improving healthcare: AI technologies could be used to improve diagnosis and treatment of diseases, as well as to develop new drugs and therapies.
3/6 Enhancing education: AI technologies could be used to personalize learning and help students achieve their full potential.
Read 6 tweets
Dec 19, 2022
A decentralized artificial intelligence (AI) marketplace is a platform that allows users to buy and sell AI models and services in a peer-to-peer manner, without the need for a central authority or intermediary.

#SingularityNET #AI #Decentralization 🧵1/7 🔽
2/7 Increased security: By using decentralized technologies such as blockchain, a decentralized AI marketplace can offer increased security for transactions and data storage. This can help prevent data breaches and protect the confidentiality of sensitive data.
3/7 Greater transparency: Decentralization can make it easier for users to verify the authenticity and provenance of the AI models and services being offered on the marketplace.
Read 7 tweets

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