People keep asking me to talk more about codependency because it has a pernicious hold on us and influences all that we feel and do.
As I have said, codependency happens when we come out of our own centre for another’s perceived needs and then become ungrounded. This process starts in childhood when we perceived the need to abandon our true selves to be approved of and be given love.
A codependent feels “I am OK if you are Ok.”
A non-codependent says “I am OK, I can see you are not OK and I am here to keep space for you and to help you help yourself if you would like that.”
A nutritionist came to see me today that eats pure food and has a very good diet, but frustratingly still has irritable bowel syndrome and a painful gut which she realised was “stress” related. This word “stress” is used a lot, but where does it come from?
What I have learnt in my practice and in my own life experience is that a lot of stress comes from codependency and a resultant lack of boundaries. Often, the response to our perceived transference onto others is to keep them “happy” by coming out of our own needs. We then get lost in our suppressed emotions and lack of boundaries as we want to maintain connection at all costs. We can’t bear the lonely feeling of losing the other, so we abandon ourselves.
If another is perceived as not Ok, we personalise their not OK-ness as somehow our responsibility and try to fix it with mostly with 3 Methods:We rescue them by promising things we can’t perhaps deliverWe justify our position with apology or explanation We find the atmosphere of another’s feelings overwhelming so we disassociate and stop being present to the situation All 3 methods make us feel at odds with our gut feeling (our true feeling) over that which our brain is saying we may feel. We then feel unwell and our digestion stops working and we get frustrated and stressed that our new “diets” don’t work and we still feel off-centre!
In order to rid ourselves of codependency and all the stresses that it causes, we must allow others to feel not OK and keep space in a kind but detached way. We must focus on staying in our own centre and to feel our own feelings, and from this place, lasting connections can be made that don’t “stress” us out, and therefore will get better and better along with our health!
Before I sign off, I wanted to invite you to an intimate event on the 03rd March in London where I will be discussing some of the topics I’m covering in these newsletters. The capacity is very limited, but if you’d like to come please click on this link for more information and to reserve your place.
FRANCE 24 English Pakistan’s pop culture has seen better days. The combined effects of censorship, religious conservatism and economic crisis have all but obliterated a once flourishing film industry. However, so-called “dirty theatre” has been thriving lately. Tolerated by the authorities, these lucrative vaudeville plays are based on heavy sexual innuendo, misogynistic dialogue and lascivious dances. While this creates a novel distraction, exclusively for male audiences, it does nothing to improve the image of women or boost freedom of speech. Our correspondents report.
From the New York Times bestselling authors of Abundance and Bold comes a practical playbook for technological convergence in our modern era.
In their book Abundance, bestselling authors and futurists Peter Diamandis and Steven Kotler tackled grand global challenges, such as poverty, hunger, and energy. Then, in Bold, they chronicled the use of exponential technologies that allowed the emergence of powerful new entrepreneurs. Now the bestselling authors are back with The Future Is Faster Than You Think, a blueprint for how our world will change in response to the next ten years of rapid technological disruption.
Technology is accelerating far more quickly than anyone could have imagined. During the next decade, we will experience more upheaval and create more wealth than we have in the past hundred years. In this gripping and insightful roadmap to our near future, Diamandis and Kotler investigate how wave after wave of exponentially accelerating technologies will impact both our daily lives and society as a whole. What happens as AI, robotics, virtual reality, digital biology, and sensors crash into 3D printing, blockchain, and global gigabit networks? How will these convergences transform today’s legacy industries? What will happen to the way we raise our kids, govern our nations, and care for our planet?
Diamandis, a space-entrepreneur-turned-innovation-pioneer, and Kotler, bestselling author and peak performance expert, probe the science of technological convergence and how it will reinvent every part of our lives—transportation, retail, advertising, education, health, entertainment, food, and finance—taking humanity into uncharted territories and reimagining the world as we know it.
As indispensable as it is gripping, The Future Is Faster Than You Think provides a prescient look at our impending future.
Supervisor Shamann Walton announced Friday he wants The City to come up with a plan to provide reparations to African Americans in San Francisco.
Walton announced the plan on the steps of City Hall Friday, days before Martin Luther King Jr. Day, where he was joined by other African American officials like San Francisco Unified School Board member Stevon Cook, former District 10 Supervisor Sophie Maxwell and City College Trustee Shanell Williams.
“Reparations can be defined as providing what is owed to the descendants of slaves who were trafficked to and enslaved here in the United States,” Walton said. “The injustices and racism during the time of slavery still resonate in some of the policies and systems that exist today.”
He said that “we’ve been having a conversation about reparations for far too long in this city.”
Walton said he will introduce legislation in the coming weeks that would establish a working group that would have the task of drafting a reparations plan. The plan, he said, could take about six months to develop.
It’s not exactly clear what it could look like.
Walton said that one example of reparations would be the basic income trial program that Stockton Mayor Michael Tubbs launched last year to provide some low-income residents with $500 a month. Another possibility would be grants, not loans, to African American business owners.
“Financial reparations are definitely in order and a piece of what needs to be done,” Walton said. “But that’s not the only thing. There are things that we need to do that are going to change some of the systems that are in place that continue to keep black folks in poverty.”
About 5 percent of San Francisco’s population is black, according to the U.S. Census. In 1970, blacks made up 13.4 percent of the city’s population.
Maxwell pointed to continued inequities, such as a disproportionate number of black people in jails and health outcomes.
“The problem is the bill is still going up,” she said.
“Four hundred years of free labor. You owe big time,” she said. “We are a very wealthy city. Let’s see that wealth. Let’s see it invested in the people that have helped you build that wealth.”
Pastor Raynard Hillis of Bayview’s Double Rock Baptist Church said that African Americans are San Francisco’s poorest demographic with a median income of $28,000 compared to median income of white residents at $111,000.
“That gap is too large,” Hillis said. “Something has to be done.”
Walton has not committed yet to the date when he would introduce the legislation to form the working group but he said it could take weeks. He said he first wanted to hold a community meeting to discuss details, such as who should serve on the working group and the number of seats.
“I am going to work with the community and let the community decide how we set up the working group,” Walton said.
He said he wants the work to focus on “all the injustices in the black community.”
“It will be about black businesses. It will be about education. It will be about housing. It will be about over-policing. It will be about mass incarceration,” Walton said.
Walton has a majority of the Board of Supervisors supporting the formation of the working group.
“The term reparations is not an easy pill for some people to swallow, and it is a tough conversation that is going to have to be had as we do this work,” Walton said.
“We can put together the appropriate reparation plan,” he added.
“Boys & Sex” author Peggy Orenstein at her home in Berkeley.Photo: Scott Strazzante, The Chronicle
Peggy Orenstein never thought she’d write about boys.
Over the past 25 years, in her New York Times Magazine articles, numerous opinion pieces and best-selling books — including the now-classic “Schoolgirls” (1994) about girls’ plummeting confidence in the middle school years and “Cinderella Ate My Daughter” (2011) which addressed the marketing of sexualized femininity — the popular Berkeley journalist has been focused on young women’s experiences and how they’re shaped by stifling gender norms.
“I write about girls. That’s what I’ve always done,” Orenstein said during an interview at her hillside home near Tilden Park.
So she surprised herself, as well as many of her devoted readers, by deciding that after decades spent looking at the world through the female lens it was time to immerse herself in teenage boys’ lives.
Her new book, “Boys & Sex: Young Men on Hookups, Love, Porn, Consent, and Navigating the New Masculinity,” has received glowing reviews since its publication on Jan. 7, and is being acknowledged as joining Orenstein’s provocative 2016 hit “Girls & Sex” as another game changer when it comes to encouraging much-needed dialogue between parents and teens.
Orenstein, sitting barefoot on the couch, talked with the same candor, empathy and easy humor that animate her reporting, about what she learned over the two years she spent interviewing well over 100 young men, ages 16-22.
“Boys & Sex” distills her many insights drawn from the raw and frequently poignant conversations she had with college or college-bound boys from diverse backgrounds, sexual orientations and gender identities. They opened up to an astonishing degree about their early sexual experiences, expectations of intimacy and, maybe most importantly, about their complex and too-often unexpressed interior emotional lives.
Orenstein, who is married to filmmaker Steven Okazaki, comes across in person as a deeply curious thinker with a terrific sense of humor, someone who cares deeply about young people’s well-being. She talked about developing rapports with some boys she interviewed over an extended period of time, texting and Skyping with them. “A handful have probably become friends,” she said.
The book is an engrossing, at times shockingly frank, exploration of some of the confounding contradictions facing boys today. “Bro culture” still holds sway, porn is ubiquitous (and, Orenstein says, is most young boys’ “de facto sex ed”), drunken hookups, casual homophobia and bragging about sexual conquests are the college norm, and yet adolescent boys are growing into men in a rapidly evolving world of “yes means yes” mutual consent (made California law in 2014), #MeToo awareness and a spate of public cases of sexual misconduct.
“We’re asking boys to navigate contradictory messages about what it means to be male,” said Orenstein, “to on the one hand be better men, to behave with integrity and responsibility in intimate relationships, to value mutuality and egalitarianism, while that’s in direct conflict with some pretty entrenched messages guys get, telling them that being a ‘real man’ means exactly the opposite.”
Among Orenstein’s striking findings was that even among educated, progressive Bay Area boys she spoke with, “On the one hand, the guys saw girls as equals in the classroom, on the playing field, as perfectly worthy of leadership positions,” she said. “But when I would say, ‘So what’s the ideal man?’ They would start saying things that sounded like 1955. It was stoicism, dominance, sexual conquest, athletics and this weird combination of having to be aggressive and chill at the same time which I could never quite understand.”
Orenstein said a central theme that emerged in her interviews was how damaging and pervasive “emotional suppression” is among boys.
She heard repeatedly from young men that they had conditioned themselves not to cry. “They’d say, ‘I trained myself not to feel.’ ‘I felt a wall go up.’
“It was heartbreaking. It’s really hard to see people cut off, not able to express their full humanity,” she said.
One of Orenstein’s biggest takeaways was that boys feel as constrained by traditional expectations of manhood (what she calls the “man box”) as girls feel hemmed in by outdated notions of femininity.
Peggy Orenstein was surprised by the pervasive emotional suppression among boys and how constrained they feel by traditional notions of manhood.Photo: Scott Strazzante, The Chronicle
So what’s a boy, and the adults in his life, to do?
“We have to start talking to boys with a great deal of compassion,” Orenstein said. We need to broach important subjects like calling out sexism in the media, the ways porn “eroticizes gender inequality” (“It’s less the sex than the sexism that’s the problem,” she writes) and how calling something like a vile rape meme “hilarious” strips boys of empathy, “becomes another way they disconnect from their feelings.”
Orenstein says we underestimate boys’ ability to engage with mature issues around physical and emotional intimacy, and in that conversational vacuum boys suffer.
“Peggy honors the complexity of boys’ experience in all its different layers,” says nationally recognized San Francisco teen educator Shafia Zaloom, who teaches at the Urban School and is the author of the 2019 book “Sex, Teens, and Everything in Between.”
“She reminds us that so much of our culture assumes that young boys are actively perpetuating a patriarchy, when they’re just reading from a cultural script.”
With its complementary two-tone cover, “Boys & Sex” looks like a logical companion volume to Orenstein’s 2016 bestseller “Girls & Sex” now that they’re side by side on bookstore shelves, but it wasn’t at all planned that way.
When Orenstein finished writing “Girls & Sex,” her groundbreaking investigation into girls’ sexual identities, and their right to agency and reciprocal pleasure, she found that “everywhere I went, people said, ‘When are you going to write about boys?’ Adults said it. Parents said it. Kids said it.
“So I started thinking about it, but I was pretty resistant. I was worried that boys wouldn’t talk to me because they don’t really have a reputation for chattiness. And, I look like their mom.”
In fact, Orenstein found that being a 50-something feminist Berkeley mom of an adolescent herself, someone who isn’t squeamish talking about hookup culture, porn or crude TikTok memes, as well as old-fashioned core values like emotional intimacy, vulnerability and trust actually helped.
She said reporting “Boys & Sex” was filled with surprises, but the first was that “if anything, boys were more forthcoming” than girls. “They were super eager to talk, and a lot of times they were telling me things that they had not told any adult before. I ended up feeling that being a woman doing this was actually, strangely, an advantage.”
The last chapter in “Boys & Sex” is titled “Deep Breath: Talking to Boys.” It reads like a manifesto, Orenstein’s direct plea to parents to swallow their own discomfort and engage the boys in their lives in open, nonjudgmental, ongoing conversations about sex, “even if you would rather poke yourself in the eye with a fork, and he would probably rather poke himself in the eye too,” she said.
“The fact is that if you don’t educate your boys, the media is going to do it for you, and you’re not going to like how that comes out,” she said.
If that’s not direct enough, Orenstein added this subhead: “You must, you simply must, talk about porn.”
After all, 93% of boys are exposed to internet porn before the age of 18. And male porn users report less satisfaction with their sex lives. “If you’re imagining they’re looking at Playboy, or what porn looked like decades ago, you’re wrong,” Orenstein said. Especially since the 2007 launch of PornHub, which has no paywall, “Anything you can imagine, and many things you’d rather not imagine, are there, for free.”
“Peggy’s book shook me to my core,” said Orenstein’s good friend and fellow Berkeley author Ayelet Waldman. “It was utterly fascinating, and it was also terrifying. I’m a parent of two boys, 16 and 22, and two girls. I didn’t have any language to help my kids navigate this perilous moment, and Peggy gave it to me.”
Orenstein said being this direct with her readers is new for her. “As a journalist, I don’t like to prescribe. I usually keep things more visual, reported. But, after nine years focused intensely on adolescence, I stepped out from behind the curtain because I really do have a few important things to say.”
After a lengthy adapted excerpt from “Boys & Sex” ran in the Atlantic online in December (it’s in the Jan/Feb print issue), Orenstein said, “I was deluged with mail from guys of all ages. I had not expected that because I know from my earlier books that most of my readers are female, and I don’t tend to hear from men as much, but I got letters from young guys, and long expressive letters from older men in their 50s, 60s, even 70s. It was amazing, just an outpouring.”
What reason did they share for feeling compelled to reach out to Orenstein, whose article ran with the headline “Toxic Masculinity and the Brokenness of Boyhood?”
“That they felt seen,” she said. “That they finally felt seen.”
Jessica ZackJessica Zack is a Bay Area freelance writer.
JANUARY 17TH 2020 by VICTOR TANGERMANN (futurism.com)
Going Multiplanetary
In a series of Thursday evening tweets, SpaceX CEO Elon Musk revealed new details about his plans to colonize Mars.
In theory, 1,000 Starships could eventually send “maybe around 100k people per Earth-Mars orbital sync,” Musk tweeted. “That’s the goal,” he added.
Musk envisions these ships departing Earth orbit over a 30-day period, the window of time when Earth and Mars are best aligned to make the trip, every 26 months.
When a Twitter user asked him if that would equate to one million people on Mars by 2050, Musk responded with a simple “yes.”
1000 Starships
According to Musk, you’ll need a crazy amount of cargo capacity to build a human colony on a faraway planet.
“Megatons per year to orbit are needed for life to become multiplanetary,” he tweeted.
Each Starship could deliver more than 100 tons per flight, meaning that every ten ships could “yield one megaton per year to orbit,” Musk calculated.
Martian Society
And once humans arrive, there will be plenty to do.
“There will be a lot of jobs on Mars!” Musk tweeted.
It’s a fun thought experiment — and needless to say, SpaceX has its work cut out to realize Musk’s ambitious vision.
Hey Everyone: Parts 2 and 3 of my 2020 Astrology Forecast video series are now up and available on YouTube through this link. I feel really good about how this series turned out, and I hope you will check it out. I recorded all four videos over the course of two days, and I feel they flow really well together and can serve as strong guidance for the year ahead.
In these next two videos in the series I go deeper with my discussion of the most important energies of the coming year. This includes (in part 3) a look at the charts for the full year ahead, including the important alignments that unfold over the course of the US election season (alignments for the primary season, the election day chart, and those leading to the inauguration). Also included in Part 3 is a brief look at the natal chart of Donald Trump and his transits as he faces his impeachment trial.
I hope you all got to see my last email and newsletter which described my current promotional discount on my fees for the next few weeks. I would love to work with you to help you navigate and set intentions for the powerful rare alignments of the year ahead. This is a great time to meditate on your natal chart and transits in order to maximize the potential of these alignments to “level up” your game, and tackle the big goals you have been aiming for. You can find the newsletter and description of my promotion through this link. For a direct link to my calendar of availability click here.
In Part 2 of the forecast series I continue to explore the power of the Once-in-1000-Year Jupiter-Saturn-Pluto triple conjunction that has been amplified over the last couple of weeks by the Sun and Mercury joining the conjunction. I discuss more of my reasoning behind calling this a “Dragonrider Portal” and how the range of different stories about dragons really fit the quality of these planets coming together.
There are many kinds of dragons and many different kinds of relationships with dragons that are portrayed in mythology, literature, video games and films. There are, for example, the stories where the dragon must be slain. Here we can think of Archangel Michael and Saint George fighting their Dragons, or the Slaying of Smog in Tolkien’s “The Hobbit.” There’s also the Japanese 8-headed dragon, Orochi, slain by Susa-no-o, and the Vedic Vritra slain by Indra.
Dragon slayer stories are one way of representing the overcoming of chaos or the control of potentially dangerous energies. These stories of destroying dark forces to me feel more masculine/patriarchal in their approach to these shadow energies, but there are other stories that feel more feminine. Rather than slaying, these stories focus on the taming, riding, or freeing of dragons.
One example is Khaleesi in “Game of Thrones,” with her embodiment of a feminine force that is able to tame and ride dragons, and then, with that power, bring peace and freedom to oppressed peoples. This is more the direction I’m aiming for in my description of our current astrology, but there are limitations to this story, of course, as Khaleesi is far from perfect in her attempt to tame the violent dragon energies. Durga is another example of a rider of powerful forces (in this case in the form of a lion or tiger), but still carrying the weapons of war. Similarly, we see the riding of Toruk Makto in the movie “Avatar,” with the hero Jake leading the rally to a war of resistance.
A different representation of dragon riders can be seen in the Harry Potter series (I briefly look at J.K. Rowling’s chart in part 3 of my forecast) when Harry, Hermione and Ron escape Gringotts on the back of the Ukrainian Ironbelly who had been enslaved to protect the treasure of dark wizards and witches. Another version can be seen in the movie “Whale Rider” where the Maori girl Kahu Paikea Apirana overcomes her people’s patrilineal laws and become chief when she is able to ride a beached whale (defeated life force energies) and lead many other beached whales back to the freedom of the sea.
For me the ultimate example of these stories can be found in the mythology of Kwan Yin, the goddess of mercy and compassion, who is sometimes depicted as standing on the back of a sea dragon. Kwan Yin can be seen as the force of peace that overcomes the forces of greed and violence, transforming the impulse to seek revenge into non-violent resistance. She is the embodiment of the open heart chakra, and is the one who is able to turn the other cheek and take the high road in response to aggression.
In the astrological tradition Pluto is the planet connected to the shadow impulses of greed and violent retribution. Pluto is also representative of the powerful forces of nature that can be channeled in non-violent ways. When we combine Jupiter, the largest planet in our solar system, with Pluto, it can expand these forces of nature to the grandest scale, and you then get a symbol for massive powerful creatures like dragons, whales and big cats.
Jupiter is also connected to higher moral values, and when combined with Pluto can represent the force of moral power that transforms lower dark energies. Especially when also combined with Saturn, which can represent mastery, maturity and containment, the Jupiter-Pluto archetype can symbolize the rising up of powerful forces, and a rising above the dark impulses of the human psyche. These three planets together really fit well the stories of masterful channeling of potentially dangerous energies in the direction of peace and redemption.
In part 3 of my video series I name a number of people who are embodiments of the dragonrider mythology, and were each born with Jupiter-Pluto conjunctions like the one that is now forming in the sky. Mahatma Gandhi, Nelson Mandela and Eva Peron were all born with Jupiter-Pluto conjunctions, and were each working with masses of people to channel mass-scale energies in the direction of non-violent transformation of society.
Another person born with the Jupiter-Pluto cycle emphasized in her natal chart (the opposition) is Rosa Parks. She embodied this force of moral power when she refused to get off the Alabama bus in December 1955 under an exact Jupiter-Pluto conjunction (square Saturn) in the sky. She was a dragonrider like Kwan Yin, channeling a powerful force of history and non-violently bending it towards peace and justice.
May we all be dragonriders of peace in the year ahead as we fly towards our highest goals. Sending blessings of peace to you all.
It’s tempting to think of the mind as a layer that sits on top of more primitive cognitive structures. We experience ourselves as conscious beings, after all, in a way that feels different to the rhythm of our heartbeat or the rumblings of our stomach. If the operations of the brain can be separated out and stratified, then perhaps we can construct something akin to just the top layer, and achieve human-like artificial intelligence (AI) while bypassing the messy flesh that characterises organic life.
I understand the appeal of this view, because I co-founded SwiftKey, a predictive-language software company that was bought by Microsoft. Our goal is to emulate the remarkable processes by which human beings can understand and manipulate language. We’ve made some decent progress: I was pretty proud of the elegant new communication system we built for the late physicist Stephen Hawking between 2012 and 2014. But despite encouraging results, most of the time I’m reminded that we’re nowhere near achieving human-like AI. Why? Because the layered model of cognition is wrong. Most AI researchers are currently missing a central piece of the puzzle: embodiment.
Things took a wrong turn at the beginning of modern AI, back in the 1950s. Computer scientists decided to try to imitate conscious reasoning by building logical systems based on symbols. The method involves associating real-world entities with digital codes to create virtual models of the environment, which could then be projected back onto the world itself. For instance, using symbolic logic, you could instruct a machine to ‘learn’ that a cat is an animal by encoding a specific piece of knowledge using a mathematical formula such as ‘cat > is > animal’. Such formulae can be rolled up into more complex statements that allow the system to manipulate and test propositions – such as whether your average cat is as big as a horse, or likely to chase a mouse.
This method found some early success in simple contrived environments: in ‘SHRDLU’, a virtual world created by the computer scientist Terry Winograd at MIT between 1968-1970, users could talk to the computer in order to move around simple block shapes such as cones and balls. But symbolic logic proved hopelessly inadequate when faced with real-world problems, where fine-tuned symbols broke down in the face of ambiguous definitions and myriad shades of interpretation.
In later decades, as computing power grew, researchers switched to using statistics to extract patterns from massive quantities of data. These methods are often referred to as ‘machine learning’. Rather than trying to encode high-level knowledge and logical reasoning, machine learning employs a bottom-up approach in which algorithms discern relationships by repeating tasks, such as classifying the visual objects in images or transcribing recorded speech into text. Such a system might learn to identify images of cats, for example, by looking at millions of cat photos, or to make a connection between cats and mice based on the way they are referred to throughout large bodies of text.
Machine learning has produced many tremendous practical applications in recent years. We’ve built systems that surpass us at speech recognition, image processing and lip reading; that can beat us at chess, Jeopardy! and Go; and that are learning to create visual art, compose pop music and write their own software programs. To a degree, these self-teaching algorithms mimic what we know about the subconscious processes of organic brains. Machine-learning algorithms start with simple ‘features’ (individual letters or pixels, for instance) and combine them into more complex ‘categories’, taking into account the inherent uncertainty and ambiguity in real-world data. This is somewhat analogous to the visual cortex, which receives electrical signals from the eye and interprets them as identifiable patterns and objects.
But algorithms are a long way from being able to think like us. The biggest distinction lies in our evolved biology, and how that biology processes information. Humans are made up of trillions of eukaryotic cells, which first appeared in the fossil record around 2.5 billion years ago. A human cell is a remarkable piece of networked machinery that has about the same number of components as a modern jumbo jet – all of which arose out of a longstanding, embedded encounter with the natural world. In Basin and Range (1981), the writer John McPhee observed that, if you stand with your arms outstretched to represent the whole history of the Earth, complex organisms began evolving only at the far wrist, while ‘in a single stroke with a medium-grained nail file you could eradicate human history’.
The traditional view of evolution suggests that our cellular complexity evolved from early eukaryotes via random genetic mutation and selection. But in 2005 the biologist James Shapiro at the University of Chicago outlined a radical new narrative. He argued that eukaryotic cells work ‘intelligently’ to adapt a host organism to its environment by manipulating their own DNA in response to environmental stimuli. Recent microbiological findings lend weight to this idea. For example, mammals’ immune systems have the tendency to duplicate sequences of DNA in order to generate effective antibodies to attack disease, and we now know that at least 43 per cent of the human genome is made up of DNA that can be moved from one location to another, through a process of natural ‘genetic engineering’.
Now, it’s a bit of a leap to go from smart, self-organising cells to the brainy sort of intelligence that concerns us here. But the point is that long before we were conscious, thinking beings, our cells were reading data from the environment and working together to mould us into robust, self-sustaining agents. What we take as intelligence, then, is not simply about using symbols to represent the world as it objectively is. Rather, we only have the world as it is revealed to us, which is rooted in our evolved, embodied needs as an organism. Nature ‘has built the apparatus of rationality not just on top of the apparatus of biological regulation, but also from it and with it’, wrote the neuroscientist Antonio Damasio in Descartes’ Error (1994), his seminal book on cognition. In other words, we think with our whole body, not just with the brain.
I suspect that this basic imperative of bodily survival in an uncertain world is the basis of the flexibility and power of human intelligence. But few AI researchers have really embraced the implications of these insights. The motivating drive of most AI algorithms is to infer patterns from vast sets of training data – so it might require millions or even billions of individual cat photos to gain a high degree of accuracy in recognising cats. By contrast, thanks to our needs as an organism, human beings carry with them extraordinarily rich models of the body in its broader environment. We draw on experiences and expectations to predict likely outcomes from a relatively small number of observed samples. So when a human thinks about a cat, she can probably picture the way it moves, hear the sound of purring, feel the impending scratch from an unsheathed claw. She has a rich store of sensory information at her disposal to understand the idea of a ‘cat’, and other related concepts that might help her interact with such a creature.
This means that when a human approaches a new problem, most of the hard work has already been done. In ways that we’re only just beginning to understand, our body and brain, from the cellular level upwards, have already built a model of the world that we can apply almost instantly to a wide array of challenges. But for an AI algorithm, the process begins from scratch each time. There is an active and important line of research, known as ‘inductive transfer’, focused on using prior machine-learned knowledge to inform new solutions. However, as things stand, it’s questionable whether this approach will be able to capture anything like the richness of our own bodily models.
On the same day that SwiftKey unveiled Hawking’s new communications system in 2014, he gave an interview to the BBC in which he warned that intelligent machines could end mankind. You can imagine which story ended up dominating the headlines. I agree with Hawking that we should take the risks of rogue AI seriously. But I believe we’re still very far from needing to worry about anything approaching human intelligence – and we have little hope of achieving this goal unless we think carefully about how to give algorithms some kind of long-term, embodied relationship with their environment.
Ben Medlock is the co-founder of SwiftKey, a mobile app that uses predictive technology to adapt to the way that users type. He has reviewed for a number of prominent international journals, and his academic work is published in ACL, the leading conference for natural language-processing research.
This article was originally published on March 14, 2017, by Aeon, and is republished here with permission.
Translators: Mike Zonta, Melissa Goodnight, Richard Branam, Hanz Bolen
SENSE TESTIMONY: Excessive divergence of belief causes discordance that is insurmountable.
5th Step Conclusions:
1) There is no divergence of belief in Mind: Mind is the one Cause, the one Heart, insurmountably harmonious. OR: Mind is of one Mind.
2) Truth is Unusually Creative of Necessity, this Conduction/ Induction is the Ultimate Reservoir Being the Supra Beyondness, Limitless Sensualness of Consciousness Awareness, this Reasonableness in Action, and Conduct, never cedes, accept to it’s own Bending resonation, this vibration is the Sound of Universal Principle, I AM THOU.
3) Mind Truth I Am is the Core, the Heart, radiant, powerful, well and self-evident, instantaneously and universally, the only possession, only possibility, only love there is. The Truth is the Heart, expressing all there is.
4) Infinite Mind is knowing Itself in infinite variety — always re-membering and re-cognizing the perfectly harmonious ONE, in limitlessly expressing the splendidly bounteous many.
All Translators are welcome to join this group. See Weekly Groups page/tab.
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