Shutterstock announced a partnership with OpenAI to offer text-to-image generation services, while simultaneously prohibiting the sale of generative works from third-party AI tools, given the inability to validate the models, and underlying training data sets, that were used.

In June, GitHub announced Copilot, an OpenAI-powered tool that can be used to auto-generate code output ranging from a simple autocomplete to an entire function.

In October, the White House published the Blueprint for an AI Bill of Rights, which contains a technical companion “that should guide the design, use, and deployment of automated systems to protect the American public in the age of artificial intelligence.”

In August, the Department of Commerce’s International Trade Administration (ITA) published a request for comment on international AI policies, regulations, and related measures that could impact U.S. exports of AI technologies.

“As AI technology continues to evolve and questions arise about how copyright laws apply to the creation of AI-generated works,”

the USCO continued its efforts to address registrations of generative works through a cancellation notice sent to Kristina Kashtanova in connection with her recently registered graphic novel, “Zarya Of The Dawn.”

2022 has seen significant legal, regulatory, and policy developments around the world across the fields of intellectual property law that will impact and shape the future uses and developments of AI and ML technologies.

The initial request of ChatGPT was the prompt: “Explain the social impacts of artificial intelligence and machine learning technologies over the past year.”

It is a shifting concept, a promise, an illusion, and an amorphous one at that, at least for now. We need not accept Zuckerberg’s vision of the metaverse or Stephenson’s or anyone else’s, for that matter. Instead let us be as bold as they are, and imagine a future of our very own.

brought together over 40 scholars from different disciplines all around the world to take stock of the metaverse “beyond the hype,” once again pointing out that although it doesn’t yet exist, discussion of its transformative power is unavoidable.

“despite its democratic overtures, the Metaverse is still dominated by wealth,” as less than 1 percent of the world’s population can afford the hardware to get online.

This is Stephenson’s conception in its most hopeful iteration. Zuckerberg and other advocates including Epic Games CEO Tim Sweeney and Microsoft CEO Satya Nadella speak of the metaverse in similarly rosy terms.

At present the metaverse is nothing more than a trendy prompt in marketing copy.

The only thing they appear to agree on in this adoption is to use the term with abandon; what the metaverse actually is or will be is another question altogether. Seemingly any entity can claim a place in the metaverse.

As a result, AI initiatives are viewed by top executives as exercises in damage avoidance

More importantly, data classified as "noise" often contain valuable clues that offer AI algorithms context.

Companies cannot install data-driven cultures overnight, but now is the best time to begin.

there’s been a “perfect storm” of crisis conditions:

Writers argued that excessively focusing on democracy might alienate rather than persuade voters, or even corrupt institutions by intertwining constitutional and partisan concerns.

There are deep versions of this debate, and reductive ones you catch a glimpse of in Instagram comments or in an opinion column that just gets it all wrong. This can even be a debate you have with yourself.

we’re actually witnessing that the system holds, that democracy prevails, that the danger is fading.

A much more productive strategy is to think about futures; rather than “prediction,” it pays to think probabilistically about a range of potential outcomes and evaluate them against a range of different sources.

But very rarely do we hear the voices of the populations governed by the decisionmakers.

the approach of the forecaster

to model a set of possibilities

Followers of this approach search not for patterns, but for emergent variables from which futures can be extrapolated.

Auguste Comte, Karl Marx, Oswald Spengler, Arnold Tonynbee, Nicolai Kondratiev, and, of course, Turchin.

war-gaming.

It then requires careful interpretation, whether based in quantitative (like polls of voter intention) or qualitative (like the Rand corporation’s DELPHI technique) analysis.

By the 1970s, the Club of Rome could turn to the World3 computer simulation to model the flow of energy through human and natural systems via key variables such as industrialization, environmental loss, and population growth.

oracles, shamans, and prophets

between individuals who have an intrinsic gift or ability to predict the future, and systems that provide rules for calculating futures

the results of computer programs are, after all, only as accurate as their data input.

Rulers from Mesopotamia to Manhattan have sought knowledge of the future in order to obtain strategic advantages

In 2023, more and more countries will accelerate the building of such nationwide digital architectures, allowing them to deliver more AI-powered responsive services that cater to the individual and help the population at large. In 2023, bold governments will be making this move—and they will be examples to follow for the rest of the world.

In Finland, a similar platform called AuroraAI

the Estonian government launched a new AI-based virtual assistant called Bürokratt.

OpenAI’s DALL-E 2, Google’s MINERVA, and DeepMind’s Gato

talk about media literacy interventions, primarily to help the less politically sophisticated.

as labeling posts as misinformation

for independent audits, including tools that assess social media algorithms.

Social media platforms have morphed into public information utilities

The research paper from February 2022 is called Learning to Summarize from Human Feedback.

the new InstructGPT (a “sibling model” of ChatGPT).

Reinforcement Learning with Human Feedback (RLHF)

This church has always been regional and existed in different periods on the territory of the Polish-Lithuanian Commonwealth, Austria-Hungary and the Russian Empire. Following the Second World War, the Soviet government decided to abolish the Greek Catholic Church and transfer its parishes to the Russian Orthodox Church.

Minister of Culture of Ukraine Alexander Tkachenko later denied this information, calling the incident not a transfer, but a “registration of a legal entity of the OCU on the territory of the Kiev Pechersk Lavra Reserve.”

“someone just taking that minute to be a human being and connect,”

that the presence of alt text is an important step toward making the internet more accessible.

“Lots of information about identity is communicated visually, but that information is often filtered through guesswork, interpretation and bias,” Coklyat and Finnegan write. “When and how do we describe race, gender, disability status, age, height, weight, etc.?”

Alt Text Reminder, another Twitter bot, notifies followers when they have tweeted an image without alt text. (The bot’s creator, Hannah Kolbeck, has also built a tool to quickly generate alt text for Wordle results that can be shared on social media.)

“You don’t need to describe every leaf and detail. Write one or two sentences describing the main point of the image,” the caption of one of her Instagram posts reads.

It “does a good enough job” for CloudSight’s clients, he said. (The company still offers human-reviewed services at a premium.)

“Alt text needs to be short and succinct, so we have to make a call on which details that we choose to highlight.”

One analysis of a million homepages, by WebAIM, a nonprofit organization affiliated with Utah State University that focuses on web accessibility, found that as of February 2021, 60.6 percent had instances of missing alt text.

The text boxes above are examples of alt text, which people who are blind or have low vision often rely on when navigating the web. When it’s available, the text can be detected and read aloud or translated into Braille through screen readers, assistive technology that can be accessed in the form of software programs, apps or even browser extensions. For these users, alt text is essential to the online experience.

Even though quantum computers can't do most computing jobs, they hold strong potential for changing our lives, enabling better batteries, speeding up financial calculations, making aircraft more efficient, discovering new drugs and accelerating AI.

What are prompts? These are simply words, phrases, questions, keywords, etc., entered into AI tools to generate results.  What is promptology? The art of creating the most effective prompts to achieve your desired result.

Promptology, Or The Art Of Creating Good Prompts

Ukraine says it has neutralized more than 4,500 cyberattacks this year

Tech firms worldwide have announced more than 150,000 job cuts so far in 2022, according to Layoffs.fyi, a website. Meta alone accounts for 11,000 of those.

Supply-chain hiccups have weighed on the world’s most valuable company, which despite outperforming its peers has still lost more than a quarter of its market value in the past 12 months.

Semiconductors have been another sore spot in the tech world

Part of the reason for Meta’s pain was that new rivals, particularly TikTok, caused the first-ever drop in user numbers at Facebook, its flagship social network.

The next change is competition.

Take advertising, the lifeblood of Alphabet and Meta, and a growing sideline for Amazon, Apple and Microsoft

digital markets are maturing

The most dramatic loser, Meta, barely even counts as part of “big” tech any more—nearly two-thirds of its value was wiped out, leaving its market capitalisation at just over $300bn.

But digital firms have been hit harder, with the NASDAQ composite, a tech-heavy index, losing a third of its value.

The big hole in his strategy is the lack of an appealing economic and trade policy to bind allies and friends closer together. The US-EU Trade and Technology Council is a useful talking shop for emerging tech. The 14-country Indo-Pacific Economic Framework promises future initiatives on the digital economy, supply-chain resilience, clean energy and fairness (ie, rules on tax, money laundering and bribery). But these do not amount to substantial trade deals. America will not, for instance, heed Asian allies’ wish for it to join the 11-country Comprehensive and Progressive Agreement for Trans-Pacific Partnership (formerly the TPP).

Old geopolitical theories are being re-examined. In 1904 the British geostrategist Halford Mackinder argued that whoever controlled the core of Eurasia—roughly between the Arctic Sea and the Himalayas—could command the world. In that analysis, an alliance between Russia and China could pose a grievous threat. In contrast, Mackinder’s American contemporary Alfred Thayer Mahan reckoned that control of commercial sea lanes was the key to global power. Somewhere in between, Nicholas Spykman, another American, argued in 1942 that what mattered was not Eurasia’s heartland but its rim. He held that the maritime borderlands stretching from the Atlantic, through the Mediterranean, around south Asia to Japan were the vital ground. “Who controls the Rimland rules Eurasia,” he wrote. “Who rules Eurasia controls the destinies of the world.” In seeking to boost its alliances to counterbalance its Eurasian rivals, America seems to be hewing closest to Spykman’s thesis.

In the case of Ethiopia, perhaps the message to the African Union should be that while the solutions should be African, support for them should not be exclusively so.

there is still a risk that Ethiopia could disintegrate, an outcome that would have devastating consequences for Ethiopians and their neighbors and affect countries around the world.     

The more unified Ethiopia becomes, the less meddlesome outsiders will be able to exploit its divisions.

But expertise from the UN and elsewhere can help make the team as credible a confidence-building mechanism as possible.   

resolving differences among Egypt, Ethiopia, and Sudan over Ethiopia’s controversial Grand Ethiopian Renaissance Dam would give Afwerki fewer regional divisions to exploit.  

the Intergovernmental Authority on Development,

the lack of agreement among regional powers and other partners of Ethiopia on how to deal with Eritrea gives Afwerki much room to maneuver.

By interfering in Djibouti, Ethiopia, Somalia, and Sudan, Afwerki seeks to become the regional hegemon.

the Ethiopians deserve credit for agreeing to end the bloodshed. 

both sides blinked, halting the bloodshed and accepting an invitation from the African Union to attend peace talks in Pretoria, South Africa.  

The three rotating African members of the UN Security Council—ostensibly at the behest of Ethiopia—largely succeeded in keeping the war in Tigray out of council debates, despite the threat it posed to international peace and security.

But China, Turkey, and the United Arab Emirates (UAE) doubled down on backing Abiy, providing his government with military support, including sophisticated drones.

(Millions of Ethiopians already loathe the TPLF because it dominated the country’s repressive government from 1991 until 2018, when Prime Minister Abiy Ahmed came to power).

Up to 600,000 people, mostly ethnic Tigrayans, are estimated to have died, the majority from starvation and disease.

To combat crimes committed online or planned and communicated using digital services

the digital euro

Sweden will work to better integrate cyber diplomacy issues and the EU’s external digital policy into its overall foreign policy.

Prime Minister Modi recognizes the potential that collaboration with SCO members holds for improving India’s trade relations in the region and cementing itself as a reliable trade partner, especially since East Asia is poised to become the new center of development of world economy.

“democracy, dialogue, and diplomacy”

And with the recently announced National Logistics Policy—a national initiative to reduce logistics costs, digitalize the logistics sector, and increase supply chain efficiency—India could become globally competitive on a scale comparable to China and the United States.

to take a people-centric development model, an approach that will in turn transform the population into a competitive workforce and will also value the spread of technology.

Trade cooperation was a hot topic at the summit. India pressed on the need to address the major disruptions caused to trade, supply chains, food security, and the energy sector as a result of the Ukraine crisis and Covid-19. India’s interests in having stronger supply chains coincides with the country’s ambitions to become a manufacturing hub, which, therefore, requires it to collaborate with the region’s major economies. In this vein, Prime Minister Modi pressed for transit rights at the summit in order to facilitate stronger supply chains through enhanced connectivity; previously, India has struggled to access Central Asian markets without transit rights across Pakistan’s territory.

Solve Discussion Questions

Realise the OECD Global Forum on Technology Governance to foster multi-stakeholder collaboration on digital and emerging technology policy, to facilitate future-facing strategic discussions on technology governance and inform the development and use of technology in line with shared democratic values.

Yes. Go to Settings -> Modern Footnotes and choose the “Display footnote list at bottom of posts” option. Or, if you only want the footnotes at the bottom of the post when printing, choose the “When printing, list footnotes at the bottom of posts” option.

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usage guidelines, enforcing those guidelines, documenting known vulnerabilities and weaknesses and proactively disclosing harmful behavior and misuse scenarios.

choose the smallest model that will provide the accuracy and performance needed to reduce operational complexity, lower energy consumption and optimize total cost of ownership.

Use cases where output is reviewed by humans are preferred.

owever, they also pose risks and ethical concerns, including those associated with: 

Success depends on identifying the applications for these technologies that offer meaningful benefits to the organization.

two current ‘hot’ AI topics: chatbots and GPT3.

are still a work in progress

In The Tangle, each network participant has to validate others’ transactions before their own transactions can be validated. This means there is no need for “miners” and no cost for participating.

t does not use the proof-of-work validation system that has led to bitcoin’s soaring energy consumption.

So far, the best bet is a blockchain called EW Chain, developed by Energy Web Foundation, a Swiss non-profit organisation.

the Cambridge Centre for Alternative Finance

“I think everyone five years ago assumed that blockchain was the answer, but I don’t think they knew what the question was,”

“The hype surrounding blockchain technology will recede sharply in 2018 as the cost and complexity of implementing blockchain solutions becomes apparent,”

were surfing on a wave of interest created by bitcoin and other cryptocurrencies

By March 2018, analyst firm GTM Research (now Wood Mackenzie) was tracking 122 energy-related blockchain start-ups

a digital platform that would cheapen energy by bypassing the complexities of electricity trading, tracking transactions with nimble blockchain technology instead of bulky centralised trading systems.

Some analysts claimed blockchain could revolutionise everything from finance to democracy.

Some analysts claimed blockchain could revolutionise everything from finance to democracy.

emrush is a very powerful tool for SEO but it won't do the job itself, you have to play around with it yourself.

Check if the main source of your new site’s traffic is either your old links or direct traffic recorded when users type your old URL into their browsers. If this is the case for you, then it’s highly advisable to keep the 301 redirect forever. It would be too risky to suddenly get rid of your old domain especially if your old links are bringing in so much traffic from users who still find them relevant.

Themes of the OECD Digital Economy Ministerial Meeting 

The so-called request for consultations is the first step in a long procedure at the global trade body. The United States has blocked appointments to the WTO's top ruling body on trade disputes, meaning some rows never get settled.

The so-called request for consultations is the first step in a long procedure at the global trade body.

"China takes legal actions within the WTO framework as a necessary way to address our concerns and to defend our legitimate interests,"

o have signed all five of the core space treaties

the use of gender-neutral language such as ‘piloted’ or ‘automated’ rather than ‘manned’ or ‘unmanned’ when referring to spacecraft

on gender mainstreaming in all security issues,

Australia is already known as a leader in advancing the WPS agenda

There is increasing evidence that women’s participation in decision-making results in more durable peace agreements, increased trust and collaboration across political agendas, and more comprehensive and nuanced information gathering to better inform decision-making.

Australia is a signatory to the WPS agenda, first codified in 2000 by UN Security Council resolution 1325.

UN women, peace and security (WPS) agenda

From Australia’s participation in the UN open-ended working group on reducing space threats,

Australia signed a bilateral security agreement with Vanuatu on Tuesday which will include cooperation over cybersecurity matters, the Department of Foreign Affairs and Trade (DFAT) announced. The agreement was signed as Australian Foreign Minister Penny Wong visited the island nation in the wake of a severe ransomware attack in November. The attack left the Pacific island’s government in disarray; internal systems were completely unavailable impacting a host of emergency services, alongside schools and hospitals. The Sydney Morning Herald reported that officials from the Australian Cybersecurity Centre assisted Vanuatu’s government in rebuilding the systems following the attack. The two countries have historically had strong diplomatic ties. The pact involves cooperation in a range of areas, including humanitarian assistance and disaster relief, as well environmental and resource security, maritime and aviation safety and security, as well as defense and policing, according to DFAT. It “reflects Australia and Vanuatu’s ongoing commitment to working together as members of the Pacific family to address shared security challenges,” said Australia’s deputy prime minister Richard Marles. Australia, which is rewriting its own national security strategy following the ransomware attack on health insurance business Medibank, has ramped up its diplomatic work in the region as it competes with China. Beijing attempted — although ultimately failed in May — to sign regional trade and security agreements with the 10 Pacific Island states it has diplomatic relations with. An unexpected security deal between China and the Solomon Islands in April provoked enormous concern — particularly plans that would permit China to create a military base just 2,000 km from Australia itself.  Following the announcement of the agreement, the Solomon Islands’ prime minister Manasseh Sogavare stressed that he would not allow a Chinese military base in the country. He said the agreement covered the contingency of “a gap” in the kinds of security that Australia can provide: “When it comes to security issues in the region, we will call on them [the Australians] first.” The details of China’s agreement with the Solomon Islands have not been published, although a leaked draft was posted online revealing broad access to the Solomon Islands was being offered to China’s military and police. Australia’s agreement with Vanuatu “will be publicly available,” said Wong on Tuesday, because both nations are “committed to democracy, accountability and transparency.”

If a search engine sees a glut of raw AI content, then the page will receive a penalty point.

Google is paying more and more attention to video content, this is a truth that you just need to come to terms with

the U.S. intelligence apparatus has made quantum decryption a priority, regardless of market fluctuations.

Even the most optimistic analysts believe that quantum computing will not earn meaningful profits in the next five years, and pessimists caution that it could take more than a decade.

The Quantum Insider, an industry trade publication, has tallied more than six hundred companies in the sector, and another estimate suggests that thirty billion dollars has been invested in developing quantum technology worldwide.

“We have good reason to believe that a quantum computer would be able to efficiently simulate any process that occurs in nature,” Preskill wrote, a few years ago.

Kitaev’s error-correction scheme is one of the most promising approaches to building a functional quantum computer,

Entanglement is to computing what nuclear fission was to explosives: a strange property of the subatomic world that could be harnessed to create technology of unprecedented power. If entanglement could be enacted at the scale of everyday objects, it would seem like a magic trick. Imagine that you and a friend flip two entangled quarters, without looking at the results. The outcome of the coin flips will be determined only when you peek at the coins. If you inspect your quarter, and see that it came up heads, your friend’s quarter will automatically come up tails. If your friend looks and sees that her quarter shows heads, your quarter will now show tails. This property holds true no matter how far you and your friend travel from each other. If you were to travel to Germany—or to Jupiter—and look at your quarter, your friend’s quarter would instantaneously reveal the opposite result.

​Earlier this year, the Biden Administration announced that it was moving toward new, quantum-proof encryption standards that offer protection from Shor’s algorithm.

the physicists realized that whether an electron behaved more like a particle or more like a wave depended on whether or not someone was observing it.

A full-scale quantum computer could crack our current encryption protocols, essentially breaking the Internet.

Quantum computers, like the ones Google is building, use qubits, which can take a value of zero or one, and also a complex combination of zero and one at the same time.

Outer space talks are a welcome addition to the US-Africa Leaders Summit - what’s on the table

“The Banshees of Inisherin”

from rule-breaker to rule-maker, he will need to defy both the business challenges to his super-app ambitions and expectations of what he might do as the boss of one.

it is neither as vast as Meta nor as staid as Microsoft.

requires trust from regulators, consumers and the developers who choose to operate their businesses within a platform

Another obstacle is trust

to bypass the Apple ecosystem in the first place.

According to The Information, a news website, Microsoft has considered building its own super-app, a platform combining shopping, messaging and web search that would dip further into consumers’ wallets as its business customers slow spending.

By contrast it is hard to imagine WeChat’s users abandoning the app if it was removed from Apple’s iPhones in China.

Twitter will need to be far bigger before it can begin giving orders to the rule-makers.

any attempt to expand Twitter to integrate a payments system or create a platform for “mini programs” to run within the app would ignite a more fundamental conflict.

The total fees it collects from its app store are not disclosed but are thought to make up a large chunk of a services segment with revenues of $78bn a year.

Apple, which makes more than half of America’s smartphones, is the incumbent gatekeeper to the country’s eyeballs

The greatest impediment to super-apps are, unsurprisingly, app stores

Most involve fitting as many closely related services inside the same app as possible.

in 2017 cemented the platform as the real operating system of the Chinese internet

Launched in 2011, WeChat rode the wave of Chinese smartphone adoption. Today it boasts 1.3bn users and stunning ubiquity

provides a surprisingly upbeat history of death

The Equality Machine. By Orly Lobel. PublicAffairs; 368 pages; $30 and £25

she argues that the answer is

This author agrees with

Beyond Measure. By James Vincent. W.W. Norton; 432 pages; $32.50. Faber; £18.99

An Immense World. By Ed Yong. Random House; 464 pages; $30. Vintage; £17.99

this book lifts the shroud on

Elusive. By Frank Close. Basic Books; 304 pages; $26. Allen Lane; £25

A compelling account of

A tour d’horizon of cell theory, by

Papyrus. By Irene Vallejo. Translated by Charlotte Whittle. Knopf; 464 pages; $35. Hodder & Stoughton; £25

The author makes a powerful case

clear thinking is the key.

A novel about

The Serpent Coiled in Naples.

how close to inhumanity humanity always is

The broad subject of this poignant book is what happens

Mostly it confirms the view that

An elegant account of

This portrait gives him

Its story makes clear how

A monumental study

it provides insights into how

Written with wit, style and a formidable command of detail

A magnificent history of corporations

For Profit. By William Magnuson. Basic Books; 368 pages; $32 and £25

In this authoritative book a former journalist

Books about

This timely book

Chip War. By Chris Miller. Scribner; 464 pages; $30. Simon & Schuster; £20

The author, a journalist at the Financial Times, was

The dramatic story

A fortuitously timed history of

It is striking

It reads like

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A look at why

personal account

The author shows