Confused by what #SingularityNET is, and how all the Ecosystem projects fit together to build a whole?

The ecosystem leads recently collaborated on an article to give a full overview: blog.singularitynet.io/the-path-to-ag…
2/ The article discusses Artificial Intelligence and how the SingularityNET Ecosystem and its projects are creating a network of narrow #AIs that all interconnect using #blockchain technology to create a #decentralized and benevolent Artificial General Intelligence.
3/ Comment from @bengoertzel

"The emergence of true #AGI... will be in many ways the most complex achievement...of the human species — as well as presumably the last ...since once AGIs exist they will be more adept at science and technology than human beings."
@bengoertzel 4/ SingularityNET's path to AGI

SNET’s ecosystem is focused on creating an AGI by developing AI services across industries. This decentralised and self-sustaining network of organisations are driving the platform’s success by providing guidance, funding, and expertise.
@bengoertzel 5/ The heart - SingularityNET

Host and incubator to the spin-offs; this project fills many roles:
- Central marketplace, for project's narrow AI services
- #AI-DSL for inter-AI-communication
- Development hub for decentralised AI
- Building Open-Source AGI framework @OpenCog
@bengoertzel @OpenCog 6/ @Hypercycle_AI

For blockchain to meet its potential, scalability and efficiency must improve. HyperCycle is a layer 2 solution, a ledgerless protocol incorporating SNET reputation AI, #Cardanode EUTxO model & #Hydra sidechain framework - decreasing cost and increasing speed
@bengoertzel @OpenCog @Hypercycle_AI 7/ @nunet_global

AI requires massive computing time/resources. Currently, this is only available through centralised server solutions. A decentralized tech stack requires truly decentralized compute - NuNet, is building the decentralised alternative from-the-ground up!
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global 8/ @SingularityDAO

Creating cutting-edge crypto asset tools, SDAO optimises portfolios with AI to:
- Understand markets,
- Allocate assets,
- Predict volatility,
- Monitor sentiment

These tools will help AGI understand the global economy to improve future financial system.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO 9/ @CogitoProtocol

Cogito is developing #tracercoins, an entirely new asset class and #stablecoin alternative, independent of fiat and inflation-protected. Cogito's first tracercoin will be #GCOIN, incentivizing sustainability; while providing a truly decentralized stable asset.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol 10/ @Rejuve_AI & @Rejuve_Bio

Building a decentralized network of health data contributors and researchers, Rejuve.AI and RejuveBio are innovating AI-led longevity research with crowdsourced data. Creating AI that will raise up the health and lifespan of humans.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio 11/ @awaken_health

Bringing us #GraceRobot, a next-generation personal healthcare robot designed to provide patients with emotional support, comfort, and companionship. Teaching AI about empathy, connection, and compassion are critical for the benevolent Singularity.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health 12/ @Mindplex_AI

The home of decentralized media and futurist content, Mindplex uses AI reputation and recommendation systems that will rebuild trust in media. Content that connects humans and AI as a collaborative global brain to shape a shared future - together.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health @Mindplex_AI 13/ @RealSophiaRobot

For AGI and humanity to form a benevolent relationship, they need shared space for Human-AI interaction, to create and advance together.

SophiaVERSE is a metaverse playground where humans and AIs can enrich one another’s experiences and break down barriers.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health @Mindplex_AI @RealSophiaRobot 14/ @TheJamGalaxy

Jam Galaxy is a music platform and AI-driven tokenomics ecosystem for musicians, artists, fans, and developers. Far from putting human creatives out of work, Jam Galaxy is using the power of AI and blockchain to connect artists directly to their communities
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health @Mindplex_AI @RealSophiaRobot @TheJamGalaxy 15/ @DesdemonaRobot

Robotic vocal-lead for the The Jam Galaxy band, Desi is the spokesperson for human-AI collaboration augmenting human economic opportunities. Countering the narrative of AI displacing people, Desi demonstrates how AI augments the best of humanity - together.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health @Mindplex_AI @RealSophiaRobot @TheJamGalaxy @DesdemonaRobot 16/ @protocol_twin

TWIN Protocol is a way for anyone to store a digital representation of themselves - how much more could accomplish with an AI twin of yourself?

In addition, these twins can help create a deep understanding of human behavior and interaction for AGI emergence.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health @Mindplex_AI @RealSophiaRobot @TheJamGalaxy @DesdemonaRobot @protocol_twin 17/ @True_AGI

TrueAGI takes an evolutionary approach, providing AGI-as-a-Service to business. Built on @OpenCog AGI framework, TrueAGI will allow enterprise to incorporate AI breakthroughs as they happen, while growing their business toward the biggest breakthrough of all - AGI.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health @Mindplex_AI @RealSophiaRobot @TheJamGalaxy @DesdemonaRobot @protocol_twin @True_AGI 18/ @DeepFunding

Deep Funding is a community-governed grant program supporting projects that help grow the SNET decentralised AI Platform. The platform gets seeded with new and exciting services; and worthy AI systems, which solve a diversity of real-world problems, get funded.
@bengoertzel @OpenCog @Hypercycle_AI @nunet_global @SingularityDAO @CogitoProtocol @Rejuve_AI @Rejuve_Bio @awaken_health @Mindplex_AI @RealSophiaRobot @TheJamGalaxy @DesdemonaRobot @protocol_twin @True_AGI @DeepFunding 19/ Recap

The SingularityNET Ecosystem is building a network of decentralized, beneficial AI systems for the emergence of collaborative intelligence, and ushering in benevolent Artificial General Intelligence to enrich humanity.

Ready to learn more? blog.singularitynet.io/the-path-to-ag…

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More from @SingularityNET

Feb 26
#SingularityNET Ecosystem Highlight

We’re fostering a broad ecosystem of thriving projects to accelerate the adoption & growth of the platform. And this is just the beginning...

Introducing @OpenCog: A cognitive architecture to build a complete, scalable, and open-source #AGI.
@OpenCog 2/ @OpenCog Hyperon

OpenCog Hyperon is an open-sourced platform where different #AI modules — such as neural networks (#NNs/DNNs), generative AIs, probabilistic AIs, program learning AIs, and others — can collaborate based on a shared knowledge metagraph.
@OpenCog 3/ Cognitive Architecture

The cognitive architecture of OpenCog Hyperon is based on MeTTa (Meta Type Talk), an AGI programming language that allows different AI modules to work together to achieve results that none of them could accomplish individually.
Read 8 tweets
Feb 25
#SingularityNET Ecosystem Highlight

We’re fostering a broad ecosystem of thriving projects to accelerate the adoption & growth of the platform. And this is just the beginning...

Introducing @CogitoProtocol: A decentralized and AI-driven stable asset - Powered by #SingularityNET Image
@CogitoProtocol 1/ @CogitoProtocol is a project that offers a ""stablecoin-as-a-service"" framework, allowing for the creation of an entirely new class of digital assets with low volatility called #Tracercoins

#blockchain #decentralizedAI
@CogitoProtocol 2/ Unlike traditional stablecoins, which are typically pegged to a single fiat currency or commodity, #Tracercoins maintain their stability by soft-pegging to non-financial indices that represent progress along various developmental fronts.

Read 8 tweets
Feb 7
🧵 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.
Read 12 tweets
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

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