Discover and read the best of Twitter Threads about #agi
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Masa depan umat manusia saat #ArtificialGeneralIntelligence #AGI (kecerdasan buatan setara manusia) hadir adalah topik yg sdg diperdebatkan oleh para ahli. Banyak manfaat dan risiko potensial yg terkait dgn AGI, dan sulit untuk mengatakan dgn pasti yg akan terjadi di masa depan.
Masa depan umat manusia saat AGI hadir akan bergantung pd bgmn kita memilih untuk mengembangkan dan menggunakannya.
Ada bbrp contoh spesifik bgmn AGI dpt bermanfaat bg umat manusia:
- Memecahkan masalah global:
untuk mengembangkan teknologi baru dan solusi..
Ada bbrp contoh spesifik bgmn AGI dpt bermanfaat bg umat manusia:
- Memecahkan masalah global:
untuk mengembangkan teknologi baru dan solusi..
..untuk bbrp masalah paling mendesak di dunia, seperti perubahan iklim, kemiskinan, dan penyakit. Misal untuk merancang panel surya yg lebih efisien dan teknologi energi terbarukan lainnya, mengembangkan teknik pertanian br yg dpt memberi makan populasi yg terus bertambah,..
1/ Elon Musk on ollut merkittävä vaikuttaja Big Datan hyödyntämisessä. Hänen investointinsa Twitteriin ja Teslaan ovat auttaneet keräämään ja käyttämään valtavia määriä dataa. #ElonMusk #Tesla #Twitter #BigData
2/ Microsoft on toinen Big Datan kerääjä ja hyödyntäjä. He ovat keränneet dataa tuotteidensa, kuten Windowsin, Officen ja Androidin, sekä palveluidensa, kuten Bingin, Azuren ja LinkedInin, kautta. #Microsoft #BigData
🧵Hugging Face, a leader in the #AI community, has revolutionized the creation, collaboration & discovery of ML models & apps.
By open-sourcing their tech, they've become a force in the industry, raising $160M & serving 10k+ companies.
Here's why their approach is key! #ML #NLP
By open-sourcing their tech, they've become a force in the industry, raising $160M & serving 10k+ companies.
Here's why their approach is key! #ML #NLP
🚀Open-sourcing allowed Hugging Face to foster collaboration among researchers & companies, propelling the launch of #ChatGPT - a tipping point in AI's shift from niche to mainstream. #OpenSource #MachineLearning
🌐With a focus on natural language processing & text-to-image tasks, Hugging Face expanded to other domains, hitting 50M page views in Jan.
Open science & open source are vital for ML advancement, despite some companies' commercial goals. #NLP #ComputerVision
Open science & open source are vital for ML advancement, despite some companies' commercial goals. #NLP #ComputerVision
A recent paper titled "Sparks of Artificial General Intelligence: Early experiments with GPT-4", published by Microsoft Research makes for very interesting reading. I have gone through the entire report and it IS TL;DR. Here is my summary of the same #GPT4 #AGI #LLMs 1/n
But before that, let's take a brief detour into what intelligence actually means. One of the definitions is that intelligence is a multifaceted and complex cognitive ability that involves the capacity to understand, learn, reason, solve problems, adapt to new situations, 2/n
think critically, and apply knowledge to different domains. But what does it mean to say that an artificial intelligence system is intelligent?
From the paper:
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From the paper:
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Behold, the Ominous List of Predictions 🌌 Venture forth as we unveil the enigmas of AGI and the Singularity. #DialectiqRevelations #AGI #Singularity
1. The dawn of AGI, reshaping the human experience:
-AGI will surpass human intelligence in the next decade and will have the ability to improve itself, leading to an intelligence explosion.
-AGI will surpass human intelligence in the next decade and will have the ability to improve itself, leading to an intelligence explosion.
2. The Singularity, an event horizon beyond comprehension:
-The Singularity will occur within the next century, leading to an exponential increase in technological progress.
-The Singularity will occur within the next century, leading to an exponential increase in technological progress.
1/ "The Chaos Tunnel": Humanity has entered a real-life version of RuneScape's treacherous dungeon network. Over the next 5-15 yrs, we'll face chaos, creation, & recalibration on a civilizational level. This journey will be exciting & challenging, depending on our preparedness.
2/ As we navigate this tumultuous period, numerous large themes with profound impacts are unfolding. The journey will be difficult for billions of people, but once we emerge from the Chaos Tunnel, we'll enter an abundance paradigm. This signifies a civilizational & HumanOS reset.
3/ In RuneScape, players brave the "Chaos Tunnels," confronting monsters and earning valuable rewards. Similarly, our real-world Chaos Tunnel presents both risks and opportunities. It's time to brace for the impact and adapt to thrive.
I was talking about the phenomenon of co-evolution recently—this is a feature of biological #evolution of an entire *ecosystem*. separate populations of different organism are capable of evolving _together_, each influencing the evolutionary development of the other.
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racists and Christian fanatics don't like being reminded that evolution is a *group* effort; dullards like @EPoe187 and @SwipeWright and the @SimoneHCollins people want to think that evolution yielded a *winner*, i.e. humanity, and that they're the winners of humanity.
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but humanity is not alone on Earth, and countless species have co-evolved with humans. some of them have been *domesticated*, i.e. humanity took an active role in shaping the evolution of numerous beasts (often to ill effect, because humans prioritize superficialities.)
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Als #Grundantwort wird in der #Nachrichtentechnik die #Reaktion eines #Systems auf ein #Eingangssignal bezeichnet, wenn sich das #System zuvor im #Ruhezustand (auch #Grundzustand) befand, insbesondere also alle inneren #Energiespeicher des #Systems #geleert waren.
#This is the definite #proof of the #abuse and #application of #programmable #matter & #time via #Primenumberarchitecture, thus a #mockery of the #victims of #Nineeleven 9/11 AND a #worldwide #show of #power, thus presenting the ability to #blackmail any #country into #obedience
the unseemly rush to shove @sama / @OpenAI / #ChatGPT "artificial general intelligence" into all our products—whether we want #AGI or not, but capitalists don't really care about our desires, only *their* desires—is put into some perspective: it's rebound from @Meta.
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with its uncanny instinct for choosing only *stale* ideas to monetize, the #technology / #programming industry decided—for a while—that the next big high-tech thing that EVERYBODY would be forced to love would be "the #metaverse", which already exists in video games.
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it also exists in @SecondLife, and in @nealstephenson and who knows how much other science fiction. people have been running around in computer-animated "avatars", of varying degrees of complexity and detail, for decades. @Meta and #MarkZuckerberg were wheel-reinventing.
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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…
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."
"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."
#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.
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 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.
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.
🧵 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
#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.
#capitalism requires what people call "magical thinking". it requires people to believe that impossible things aren't merely *possible*, but can be done routinely, and turned into a dependable cash flow. #AI / #AGI of the @fchollet / @JeffDean sort is a perfect example.
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the very name "#AGI" gives the game away: the #programming boys daydream that they've invented a "general intelligence", a universal thinking machine capable of solving literally any problem—and #capitalism is willing to gamble on that. it's just what #business wants.
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remember that the ideal corporation in #capitalism *does nothing*. it produces nothing, it provides no service, it solves no problems for anyone not in the ownership hierarchy—because producing things *costs money* and capitalists hate all expenditures for any reason.
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I do feel there's something more to be said (while the iron is hot, so to speak) about #cryptocurrency and the question of how presumably intelligent #computer and #programming professionals (not to mention the @elonmusk / @mtaibbi crowd) could possibly have fallen for it.
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the *allure* is obvious enough; it's the same allure that's in looking for legendary pirate treasure, or prospecting for gold. you're hoping for more than just some #money—you're hoping that for enough to *set you up for life*. all monetary worries, permanently erased.
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that's one of the reason that it's so important to interrogate the #ElonMusk crowd about Musk's blood-emerald dealings, and what the *truth* was about Musk's family striking it rich—it's likely that Musk simply lost the ability thenceforth to think in realistic terms.
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the last twenty or thirty years have seen a remarkable intellectual phenomenon: #computer technicians, people whose sole area of expertise is computer #programming and #software engineering and other related disciplines, have come to be regarded as "Renaissance Men".
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the "#STEM Lord" is an artifact of this phenomenon. while "STEM" is supposed to comprise mathematics and engineering and mathematics, the typical "STEM Lord" is not well-versed in any of these things—the typical "STEM Lord" is in #computers. they are a *technician*.
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that is to say, #computer professionals are people with *limited* educations, who are devoted solely to mastering the intricacies of a certain sort of machinery, namely the modern computer.
men like @fchollet, @JeffDean, @antoniogm, and @ID_AA_Carmack typify the class.
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men like @fchollet, @JeffDean, @antoniogm, and @ID_AA_Carmack typify the class.
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of *course* @sama's fake ChatGPT miracle relies upon an army of underpaid workers just out of sight! of _course_ it does! this is the work of modern #programmers, people without any known sense of ethics—and people stupid enough to believe their own lies.
the corporate #AI debacle deserves a proper dissection. the situation is appalling: people like @sama and @demishassabis make promises about their marvellous universal thinking machines that are *just shy* of outright fraud. and they program the machines with their own inanity.
As a society, we must ensure that the #AI systems we are building are #inclusive and #equitable. This will only happen through increased transparency and #diversity in the field. Using already "dirty data" is not the way
Using biased data to train AI has serious consequences, particularly when data is controlled by large corporations with little #transparency in their training methods
For fair & #equitable AI we need Web3 democratized & agendaless data for AI training
For fair & #equitable AI we need Web3 democratized & agendaless data for AI training
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…
- 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
...
- 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
- 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:
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
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.
The model didn't understand tumors, and so has learned to be an amazing ruler detector.
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
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.
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
40 Deep #SEO Insights for 2023:
-In 2022, I told to focus on Natural Language Generation, and it happened.
-In 2023, F-O-C-U-S on "Information Density, Richness, and Unique Added Value" with Microsemantics.
I call the collection of these, "Information Responsiveness".
1/40 🧵.
-In 2022, I told to focus on Natural Language Generation, and it happened.
-In 2023, F-O-C-U-S on "Information Density, Richness, and Unique Added Value" with Microsemantics.
I call the collection of these, "Information Responsiveness".
1/40 🧵.
1. PageRank Increases its Prominence for Weighting Sources
Reason: #AI and automation will bloat the web, and the real authority signals will come from PageRank, and Exogenous Factors.
The expert-like AI content and real expertise are differentiated with historical consistency.
Reason: #AI and automation will bloat the web, and the real authority signals will come from PageRank, and Exogenous Factors.
The expert-like AI content and real expertise are differentiated with historical consistency.
2. Indexing and relevance thresholds will increase.
Reason: A bloated web creates the need for unique value to be added to the web with real-world expertise and organizational signals. The knowledge domain terms, or #PageRank, will be important in the future of a web source.
Reason: A bloated web creates the need for unique value to be added to the web with real-world expertise and organizational signals. The knowledge domain terms, or #PageRank, will be important in the future of a web source.
Will #ChatGPT replace humans?
Everyone’s got an opinion, but 99% of people don’t understand how it works
I wanted to learn so I took a 400-hour AI bootcamp
Here’s an explanation of how GPT-3 works that a 5-year-old can understand
Read it and make up your own mind
🧵
👇
Everyone’s got an opinion, but 99% of people don’t understand how it works
I wanted to learn so I took a 400-hour AI bootcamp
Here’s an explanation of how GPT-3 works that a 5-year-old can understand
Read it and make up your own mind
🧵
👇
2/
The following thread will answer five questions using little to no technical jargon:
• What is #AI?
• What are the benefits of AI?
• How does AI work? (in particular, GPT-3 and #ChatGPT)
• What are its Limitations?
• What’s the Long-Term Potential of AI?
The following thread will answer five questions using little to no technical jargon:
• What is #AI?
• What are the benefits of AI?
• How does AI work? (in particular, GPT-3 and #ChatGPT)
• What are its Limitations?
• What’s the Long-Term Potential of AI?
3/
🔶 What is AI?
Virtually all “artificial intelligence” today is machine and / or deep learning
Machine and deep learning are advanced forms of pattern recognition
So when you hear the term “AI”, you should mentally substitute that to “advanced pattern recognition”
🔶 What is AI?
Virtually all “artificial intelligence” today is machine and / or deep learning
Machine and deep learning are advanced forms of pattern recognition
So when you hear the term “AI”, you should mentally substitute that to “advanced pattern recognition”
NEW: This Post Was Written By #AI: sjtylr.net/2022/10/08/thi…
From idea to content and published post in under 30mins, using free tools. This tech is developing *fast* and will have implications for teaching, learning and our graduates.
#EdTech
From idea to content and published post in under 30mins, using free tools. This tech is developing *fast* and will have implications for teaching, learning and our graduates.
#EdTech
☝️Using tools from @playground_ai @peppertype_ai @AiWritesonic @copy_ai and inspired by @Suhail @kaifulee @FryRsquared @DeepMind @daniel_eckler and more. Follow them all for super-interesting news. #AI
CARTA O "AVISO DE ELCANO
"Muy alta e yllustre magestad
Saberá tu alta magestad como somos llegado diez e ocho onbres solamente con una
de las çinco naos que tu alta magestad enbió en descubrimiento de la Espeçiaría con
el capitán Fernando de Magalas que santa gloria aya"
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"Muy alta e yllustre magestad
Saberá tu alta magestad como somos llegado diez e ocho onbres solamente con una
de las çinco naos que tu alta magestad enbió en descubrimiento de la Espeçiaría con
el capitán Fernando de Magalas que santa gloria aya"
(1/20)
#Taldiacomohoy de 1522, la #NaoVictoria, dirigida por Juan Sebastián #Elcano y con una mermada tripulación a bordo, arribó en el puerto de #SanlúcardeBarrameda, (#Cádiz), tras concluir la #primeravueltaalmundo.
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Ese mismo día 6 de #septiembre, el capitán informó a Carlos I de su llegada, y de lo ocurrido en la Expedición #Magallanes-Elcano, de la que formaba parte. Fue mediante una epístola o "aviso," #documento cuyo original hoy no se tiene constancia, solo de #copias.
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