A.I. is Progressing Faster Than You Think!

[Mashika]

Posted by ExomatrixTV (here)

• Artificial Intelligence and Quantum Mechanics Fb Group

Can't read without a facebook account ... :/

[TomKat]

There's a really bad movie doing big box office right now, Godzilla vs Kong, which I wasted a couple of hours watching.

https://www.imdb.com/title/tt5034838/

Godzilla seems to represent the reptiles and Kong, the mammals. The "moral of the story" seems to be that the reptiles and the mammals have to team up to defeat AI.

[ExomatrixTV]

• Android Technology Episode 2: Should Robots Ever Look Like Us?

Source: https://youtube.com/watch?v=9t_Q6R_QNZ8

[ExomatrixTV]

• Robots of the future at Boston Dynamics:

Source: https://youtube.com/watch?v=Ns__YpRneBA

[ExomatrixTV]

Scientists Are Weaving Human Brain Cells Into Microchips

"Our aim is to harness the unrivaled computing power of the human brain..."

• Meet the scientists reversing robotics by putting the man into the machine

• OpenAI’s GPT-3 Algorithm Is Now Producing Billions of Words a Day

[ExomatrixTV]

• You Need To Hear This "You have no idea what is coming...":

Source: https://youtube.com/watch?v=e60KJM-eAE8

[ExomatrixTV]

CHIPPED – Full Movie (2021)

Will you take the chip? CHIPPED is more than a captivating documentary and mind-blowing revelations

It is also a warning and a wake-up-call to a complacent society at the brink of collapse. It is a vision of a dystopian future that could soon become our reality if we choose to sit idly by and allow it to happen.

[ExomatrixTV]

• Elon Musk Says AI Will Take Over in 5 Years-How Neuralink Will Change Humanity:

Source: https://youtube.com/watch?v=-q3d3lD0fFM

[ExomatrixTV]

Deep learning and artificial intelligence (AI) to help monitor and detect emerging threats.

Technology continues to evolve at a rapid pace — and so does the attack surface. Hackers now have an even larger attack surface to exploit. The sheer number of assets across platforms, users, devices, applications and so on opens doors to more and more threats. When it comes to cybersecurity, a proactive approach is much better than a reactive one.

In 2020, organizations will move beyond traditional approaches that rely on learning from known attacks or historical data. Instead, organizations will deploy solutions powered by deep learning and AI that are capable of analyzing complex situations with a level of detail that is impossible with traditional methods.


According to a study from the Capgemini Research Institute, 63% of organizations are planning to deploy AI by 2020 in an effort to boost their defenses, and 69% of organizations believe they will be unable to monitor and respond to cybersecurity threats without AI.

• source

[ExomatrixTV]

• THE MATRIX ... Written by an A.I.?

Source: https://youtube.com/watch?v=H2-KJvbdjqs

[ExomatrixTV]

• Artificial Intelligence Could Make Governing Humans Easier, But It Depends On Who Programs It:

Source: https://youtube.com/watch?v=NNCnExbuzK0

[ExomatrixTV]

• "Benevolent" A.I. can Backfire:

Biased and unethical AI has made many headlines -- from the 2020 exams fiasco in the United Kingdom to justice systems -- but this new research brings up a novel caution. The industry and legislators strive to ensure that artificial intelligence is benevolent. But benevolence may backfire.

If people think that AI is programmed to be benevolent towards them, they will be less tempted to co-operate. Some of the accidents involving self-driving cars may already show real-life examples: drivers recognize an autonomous vehicle on the road, and expect it to give way. The self-driving vehicle meanwhile expects for normal compromises between drivers to hold.

"Algorithm exploitation has further consequences down the line. If humans are reluctant to let a polite self-driving car join from a side road, should the self-driving car be less polite and more aggressive in order to be useful?" asks Jurgis Karpus.

"Benevolent and trustworthy AI is a buzzword that everyone is excited about. But fixing the AI is not the whole story. If we realize that the robot in front of us will be cooperative no matter what, we will use it to our selfish interest," says Professor Ophelia Deroy, a philosopher and senior author on the study, who also works with Norway's Peace Research Institute Oslo on the ethical implications of integrating autonomous robot soldiers along with human soldiers. "Compromises are the oil that make society work. For each of us, it looks only like a small act of self-interest. For society as a whole, it could have much bigger repercussions. If no one lets autonomous cars join the traffic, they will create their own traffic jams on the side, and not make transport easier."

• source

[Mashika]

Does a machine think, if they know all the possible outcomes already, and just work through pattern matching against their database of known/possible situations?

If the pieces were thrown over the board, would it remember and be able to place them back where they were before the last move? Would it even need to do, or care to do? if not directed by programming or someone else?

Source: https://youtube.com/watch?v=tClnz1d4yww

[ExomatrixTV]

• Cyborg Revolution: Latest Technologies and TOP of Real Cyborgs:

Source: https://youtube.com/watch?v=TyWohWpozp0

(quote): "Human Cyborgization: the latest technology and the top of real cyborgs. Cyborgs are already among us. The technology of the future is already here today. Are we already cyborgs? In this video we present selected current progress and perspectives on the process of cyborgization. What is a cyborg: It is person whose physical abilities are extended beyond normal human limitations by mechanical elements built into the body. Cyborgization is fashion, madness or a natural part of our evolution? What technological discoveries can make cyborgization a part of evolution, and what opportunities does merging with a machine give man? Look at the video: real cyborgs and the latest technology 2020 to turn humans into cyborgs".

[ExomatrixTV]

• Cyrus Parsa, The AI Organization:

Source: https://youtube.com/watch?v=qE9qhD2f67o

[ExomatrixTV]

• Lex Fridman argues with Sam Harris about A.I.

Source: https://youtube.com/watch?v=GiQZHEtTGAU

[ExomatrixTV]

SingularityNET (AGI) rallies 1,000% as industries aim to Merge AI with Blockchain

• SingularityNET Phase 2 AGI On Cardano Roadmap 2021 - 2025:

Source: https://youtube.com/watch?v=eMPTJ5IMqc4

• Ben Goertzel - The Unorthodox Path to AGI:

Source: https://youtube.com/watch?v=-VKF1lJhspg

Q: What’s the Secret Sauce?

In a phrase: cognitive synergy.

The human brain appears to be an integration of an assemblage of diverse structures and dynamics, built using common components and arranged according to a sensible cognitive architecture. However, its algorithms and structures have been honed by evolution to work closely together – they are very tightly inter-adapted, in the same way that the different organs of the body are adapted to work together. Due their close interoperation they give rise to the overall systemic behaviors that characterize human-like general intelligence.

We believe that the main missing ingredient in AI so far is cognitive synergy: the fitting-together of different intelligent components into an appropriate cognitive architecture, in such a way that the components richly and dynamically support and assist each other, interrelating very closely in a similar manner to the components of the brain or body and thus giving rise to appropriate emergent structures and dynamics. Which leads us to the central hypothesis motivating the proposed research: that the cognitive synergy ensuing from integrating multiple symbolic and subsymbolic learning and memory components in an appropriate cognitive architecture and environment, can yield robust human-like intelligence.

The reason this sort of intimate integration has not yet been explored much is that it’s difficult on multiple levels, requiring the design of an architecture and its component algorithms with a view toward the structures and dynamics that will arise in the system once it is coupled with an appropriate environment. Typically, the AI algorithms and structures corresponding to different cognitive functions have been developed based on divergent theoretical principles, by disparate communities of researchers, and have been tuned for effective performance on different tasks in different environments. Making such diverse components work together in a truly synergetic and cooperative way is a tall order, yet we believe that this — rather than some particular algorithm, structure or architectural principle — is the “secret sauce” needed to create human-level AGI based on technologies available today.

Cognitive synergy is achieved in the OpenCog design via a number of mechanisms including

• A common neural-symbolic knowledge representation (the AtomSpace) that multiple cognitive processes can all work on
• A common semantics spanning multiple cognitive processes, based on probability theory and artificial economics
• Careful design of each cognitive process involved, ensuring that it can identify when it’s “stuck” and appeal to other cognitive processes appropriately
• An overall architecture founded in cognitive science, emulating the brain’s high-level synergetic dynamics

Q: Why Do You Think this Can Work When Other Attempts to Create Powerful AGI Have Failed?

The short answer is…

• Now is the time for AGI because: computers are far better now; our understanding of cognitive science and neuroscience is a lot better now; and our arsenal of computational learning algorithms is a lot better now
• Due to the short-term focus of the current business community, and an anti-AGI attitude on the part of most current government research funding sources, not all that much R&D work on AGI is currently getting done, in spite of the ripeness of the time for it (and in spite of an increasing amount of attention paid to AI in general)

The time is now, the opportunity is here, but due to historical and practical reasons, very few are making a serious effort to grasp hold of the opportunity. The OpenCog project is doing so.
A more technical answer is that

• intelligence depends on the emergence of certain high-level structures and dynamics across a system’s whole knowledge base
• we have not discovered any one algorithm or approach capable of yielding the emergence of these structures
• achieving the emergence of these structures within a system formed by integrating a number of different AI algorithms and structures requires careful attention to the manner in which these algorithms and structures are integrated; and so far the integration has not been done in the correct way

We believe that doing this integration in the right way is difficult but not insurmountably so, and that the OpenCog design contains one viable approach for doing so.

Q: Why Robotics?

The role of robotics along the path to advanced artificial general intelligence is somewhat controversial. Some theorists consider roughly human-like embodiment essential to the creation of human-level AGI; others consider robotics basically a distraction from the core issues of cognition and language. OpenCog contributors take a variety of perspectives, but the guiding philosophy behind OpenCog from the start, on the part of the project founders, was that

• human-like embodiment is probably not necessary for human-level AGI but is potentially very useful
• virtual-world embodiment and robotic embodiment are both potentially very useful for AGI development; they contribute overlapping but different things, and may fruitfully be pursued in parallel

The benefits obtained by embodiment in general are numerous, including the broad facts that

• humans will have an easier time relating to AGIs that have vaguely humanlike embodiment
• the human brain is oriented toward controlling a body, so using the human brain as inspiration is much easier in the case of embodied AI
• embodiment provides a well-understood context for combining all the aspect of intelligence, including cognition, language, learning, perception, action, creativity, socialization, self-modeling, etc.

The benefits conferred by robotics as opposed to virtual embodiment include:

• one can be more certain one’s AI is achieving tasks that really are similar to human real-world tasks, rather than tasks that merely visually appear similar
• the physical world provides a great deal more sensorimotor richness than any existing virtual world, and this richness may be important for cognition and language as well as perception and action, via providing grist for metaphors and analogies, and concrete exemplars for more abstract cognitive tasks

Thus, although we are not committed to robotics as the “golden path to AGI,” we feel it has a very important role to play. Exploring the nature of this role in detail is one of the objectives of the current collaboration between OpenCog, Hanson Robotics and SingularityNET.

• opencog.org/faq/

[ExomatrixTV]

• TIMELAPSE OF FUTURE TECHNOLOGY: 2022 - 4000+

Source: https://youtube.com/watch?v=wD6hyGXRcgk

[ExomatrixTV]

100% related:

• What the future holds for us if we allow the military/Industrial complex to continue developing technology at warp speed.

[ExomatrixTV]

• Quantum Computing Is Coming. What Can It Do?