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
4) The AI-DSL project is a cornerstone of the expansion & evolution of the SNET Marketplace, to:
- Create broad usability & interoperability of services
- Allow networkable decentralized AI workflows
- Provide protocols & linkages for a SNET self-organizing network
5) Finally, AI-DSL lays the foundations for the potential emergence of AGI from this network:
- Increasingly complex workflows simulate general capability now
- And allow AI's to learn & grow their capabilities in the future...towards a generally intelligent assembly of systems
6) The AI-DSL project protocol will create a universal mode of AI intercommunication and collaboration, making the benefits of complex AI processes accessible to all.
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The SNET mission combines ambitious & visionary development towards:
- Artificial General Intelligence (#AGI),
- Decentralized AI Marketplace,
- Beneficial #AI use across strategic vertical markets,
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
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.
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 🔽
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.
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.