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Researchers warn we could run out of data to train AI by 2026. What then?

Retrieved on: 
Wednesday, November 8, 2023

As artificial intelligence (AI) reaches the peak of its popularity, researchers have warned the industry might be running out of training data – the fuel that runs powerful AI systems.

Key Points: 
  • As artificial intelligence (AI) reaches the peak of its popularity, researchers have warned the industry might be running out of training data – the fuel that runs powerful AI systems.
  • This could slow down the growth of AI models, especially large language models, and may even alter the trajectory of the AI revolution.

Why high-quality data are important for AI

  • For instance, ChatGPT was trained on 570 gigabytes of text data, or about 300 billion words.
  • If an algorithm is trained on an insufficient amount of data, it will produce inaccurate or low-quality outputs.
  • Low-quality data such as social media posts or blurry photographs are easy to source, but aren’t sufficient to train high-performing AI models.

Do we have enough data?

  • At the same time, research shows online data stocks are growing much slower than datasets used to train AI.
  • They also estimated low-quality language data will be exhausted sometime between 2030 and 2050, and low-quality image data between 2030 and 2060.
  • AI could contribute up to US$15.7 trillion (A$24.1 trillion) to the world economy by 2030, according to accounting and consulting group PwC.

Should we be worried?

  • One opportunity is for AI developers to improve algorithms so they use the data they already have more efficiently.
  • It’s likely in the coming years they will be able to train high-performing AI systems using less data, and possibly less computational power.
  • Being remunerated for their work may help restore some of the power imbalance that exists between creatives and AI companies.
  • Read more:
    No, the Lensa AI app technically isn’t stealing artists' work – but it will majorly shake up the art world


Rita Matulionyte is a member of Standards Australia, IT-043 working group.

Who tracked UK COVID infections the best at the height of the pandemic? A new study provides the answer

Retrieved on: 
Tuesday, October 17, 2023

We wanted to know which of these methods was the most reliable during the first two years of the pandemic.

Key Points: 
  • We wanted to know which of these methods was the most reliable during the first two years of the pandemic.
  • The gold standard surveillance was the Office for National Statistics (ONS) COVID survey.
  • This data tracked the ONS estimates very closely, though the reported numbers were usually only about 45% of the ONS data.
  • The Zoe app also tracked the ONS survey estimates closely and was a good estimate of whether infections were rising or falling.
  • For COVID, the question was can wastewater testing indicate how much infection is present in the population?
  • In our analysis, we found that counts in wastewater were moderately correlated with the prevalence of COVID in the population.

Useful additional insights

    • Even so, the other approaches provided useful additional insights.
    • NHS 111 call and website data provided useful information early in the pandemic, before other surveillance methods were established.
    • Although wastewater surveillance did little to increase our understanding of the course of the pandemic in England, this surveillance method may be useful in countries that don’t have easy access to human testing.

The move to a cashless society isn't just a possibility, it's well underway

Retrieved on: 
Tuesday, October 17, 2023

The move towards a cashless society started 50 years ago with the introduction of the Bankcard and was driven by technological advancements.

Key Points: 
  • The move towards a cashless society started 50 years ago with the introduction of the Bankcard and was driven by technological advancements.
  • But it really took off with the COVID pandemic when consumers and retailers were reluctant to handle potentially infected notes and coins.
  • This raises the question, is a cashless society inevitable?

The phenomenal growth of the digital payments

    • A recent report by the Australian Banking Association paints a vivid picture of the digital payment industry’s explosive expansion.
    • The use of digital wallet payments on smartphones and watches has soared from $746 million in 2018 to over $93 billion in 2022.
    • Cash only accounts for 13% of consumer payments in Australia as of the end of 2022, a stark contrast to 70% in 2007.
    • The astonishing speed at which Australians have embraced digital payments places the country among the top users of cashless payments globally, surpassing the United States and European countries.

Are government regulations necessary?

    • With increasing concern over cyber attacks, the regulations will help reduce the risk of fraudulent activities and money laundering and help identify suspicious transactions, maintaining the integrity of the financial system.
    • Also, regulation will promote fair competition and market stability by levelling the playing field and by preventing monopolies.
    • Consequently, regulations were introduced to hold card providers to a standard of responsible behaviour.
    • The new regulations will help Australians navigate this transition more confidently.

Australia has fined X Australia over child sex abuse material concerns. How severe is the issue – and what happens now?

Retrieved on: 
Tuesday, October 17, 2023

Australia’s eSafety Commissioner, Julie Grant, has found X (formerly Twitter) guilty of serious non-compliance to a transparency notice on child sex abuse material.

Key Points: 
  • Australia’s eSafety Commissioner, Julie Grant, has found X (formerly Twitter) guilty of serious non-compliance to a transparency notice on child sex abuse material.
  • The commissioner has issued X with an infringement notice for A$610,500.
  • The commissioner first issued transparency notices to Google, X (then Twitter), Twitch, TikTok and Discord in February under the Online Safety Act 2021.

How severe is the issue?

    • It was the first quantitative analysis of child sex abuse material on the public sites of the most popular social media platforms.
    • The researchers’ findings highlighted Instagram and X (then Twitter) are particularly prolific platforms for advertising the sale of self-generated child sex abuse material.
    • As for X, they found the platform even allowed the public posting of known, automatically identifiable child sex abuse material.

Why does X have this content?

    • All major platforms - including X - have policies that ban child sex abuse material from their public services.
    • Most sites also explicitly prohibit related activities such as posting this content in private chats, and the sexualisation or grooming of children.
    • They should scrutinise content shared voluntarily by minors, and ideally should also weed out any AI-generated child sex abuse material.

Does the fine go far enough?

    • For instance, last year US federal regulators imposed a US$150 million (A$236.3 million) fine on X to settle claims it had misleadingly used email addresses and phone numbers for targeting advertising.
    • This year, Ireland’s privacy regulator slapped Meta, Facebook’s parent company, with a €1.2 billion (almost A$2 billion) fine for mishandling user information.
    • The latest fine of A$610,500, though small in comparison, is a blow to X’s reputation given its declining revenue and dwindling advertiser trust due to poor content moderation and the reinstating of banned accounts.

What happens now?

    • If it doesn’t, eSafety can initiate civil penalty proceedings and bring it to court.
    • Depending on the court’s decision, the cumulative fine could escalate to A$780,000 per day, retroactive to the initial non-compliance in March.
    • To get out, it’ll need to make a 180-degree turn on its approach to moderating content – especially that which harms and exploits minors.

Press release - Press briefing on next week’s plenary session - Friday, 13 October, at 11.00

Retrieved on: 
Tuesday, October 17, 2023

Press briefing on next week’s plenary session - Friday, 13 October, at 11.00

Key Points: 
  • Press briefing on next week’s plenary session - Friday, 13 October, at 11.00
    Spokespersons for Parliament and for political groups will hold a briefing on the 16 - 19 October plenary session on Friday at 11.00, in Parliament’s Anna Politkovskaya press room.
  • Interpretation of the press briefing will be available in English and French.
  • When connecting, enter your name and the media you are representing in the first name / last name fields.
  • Contacts:
    Jaume DUCH GUILLOTEP Spokesperson and Director General for Communication
    Delphine COLARDHead of Spokesperson’s Unit and Deputy Spokesperson
    Neil CORLETTHead of the Press Unit

We started a service for people worried about their sexual thoughts about children. Here's what we found

Retrieved on: 
Tuesday, October 3, 2023

Among the Commission’s final recommendations was the implementation of such a service to help stop people from committing such abuse.

Key Points: 
  • Among the Commission’s final recommendations was the implementation of such a service to help stop people from committing such abuse.
  • Australia
    was launched, an anonymous service for people worried about their own or someone else’s sexual thoughts and behaviours in relation to children.
  • Read more:
    Use proper names for body parts, don't force hugs: how to protect your kids from in-person sexual abuse

The need for a perpetration prevention service

    • Research shows one in three girls and one in five boys in Australia are victims of child sexual abuse.
    • But real and lasting progress in decreasing child sexual abuse will only occur when we work with (potential) perpetrators to prevent harm.
    • We need to work with these individuals to prevent child sexual abuse occurring in the first place.
    • They felt that if the service saves just one child from sexual abuse, it is worthwhile.
    • UK and Ireland, which collaborated closely with the Australian team ahead of the local service, has operated for more than 20 years.

Early intervention is key

    • This indicates the service is reaching people before they come to the attention of authorities, and in this way is providing early intervention.
    • They talk about struggling with problem thoughts or behaviours for years and wanting to change, but not knowing how.
    • Australia offers an anonymous space for individuals to manage and change their thoughts or behaviours, and this helps prevent child sexual abuse.
    • The service’s limited opening hours has been identified as a barrier for some people being able to access the program.
    • Australia is focused on putting the responsibility for child sexual abuse prevention on adults and (potential) perpetrators.

Are NFTs really dead and buried? All signs point to 'yes'

Retrieved on: 
Sunday, October 1, 2023

Non-fungible tokens (NFTs) are in dire straits. With the market in a severe downturn, it’s safe to assume the NFT bubble has well and truly burst. It was never clear why these digital collectables traded for such large amounts of money. Now they mostly do not. What’s behind their turn of fate? And is there any hope for their future?What are NFTs?“Non-fungible” means unique, as opposed to a “fungible” item such as a five-dollar bill, which is the same as every other five-dollar bill.

Key Points: 


Non-fungible tokens (NFTs) are in dire straits. With the market in a severe downturn, it’s safe to assume the NFT bubble has well and truly burst. It was never clear why these digital collectables traded for such large amounts of money. Now they mostly do not. What’s behind their turn of fate? And is there any hope for their future?

What are NFTs?

    • “Non-fungible” means unique, as opposed to a “fungible” item such as a five-dollar bill, which is the same as every other five-dollar bill.
    • Digital assets are easily copied, so an NFT is essentially a receipt showing you have paid for something that other people can get for free.
    • Both sets consist of 10,000 similar-looking but unique figures, distinguished by differing hairstyles, hats, skin colours and so forth.

Why did people buy NFTs?

    • Even the venerable auction house Sotheby’s, founded in 1744, jumped on the NFT bandwagon.
    • Sotheby’s sold 101 Bored Ape NFTs for more than US$20 million in September 2021.
    • As with Bitcoin and similar speculative tokens, the primary driver for buying NFTs was greed.
    • Then came the Beanie Baby and dotcom booms of the late 1990s – and more recently, meme stocks and Terra-Luna cryptocurrency.

The NFT crash

    • Prices in the NFT market have also seen huge falls.
    • One high-profile example is an NFT of the first tweet by then-Twitter CEO Jack Dorsey.
    • Crypto entrepreneur Sina Estavi bought this NFT for US$2.9 million in March 2021.
    • What drove the NFT collapse?
    • Last year, British Prime Minister Rishi Sunak announced, when he was chancellor of the exchequer (their equivalent of treasurer), the Royal Mint would produce an NFT.

Gone for good?

    • Some subjects of past bubbles are still around.
    • Poseidon shares, which ran up from 80 cents in September 1969 to $280 in February 1970, are still listed (and currently trading for 2 cents).
    • They will probably join the Dutch tulips and dotcoms in the history of speculative follies.

Press release - Press briefing on next week’s plenary session - Friday, 29 September, at 11.00

Retrieved on: 
Thursday, September 28, 2023

Press briefing on next week’s plenary session - Friday, 29 September, at 11.00

Key Points: 
  • Press briefing on next week’s plenary session - Friday, 29 September, at 11.00
    Spokespersons for Parliament and for political groups will hold a briefing on the 2 - 5 October plenary session on Friday at 11.00, in Parliament’s Anna Politkovskaya press room.
  • Interpretation of the press briefing will be available in English and French.
  • When connecting, enter your name and the media you are representing in the first name / last name fields.
  • Contacts:
    Jaume DUCH GUILLOTEP Spokesperson and Director General for Communication
    Delphine COLARDHead of Spokesperson’s Unit and Deputy Spokesperson
    Neil CORLETTHead of the Press Unit

Taylor Swift and the end of the Hollywood writers strike – a tale of two media narratives

Retrieved on: 
Thursday, September 28, 2023

On Tuesday, Sept. 26, 2023, they were abuzz about Taylor Swift’s appearance at the Kansas City Chiefs game on Sunday.

Key Points: 
  • On Tuesday, Sept. 26, 2023, they were abuzz about Taylor Swift’s appearance at the Kansas City Chiefs game on Sunday.
  • Swift and Chiefs tight end Travis Kelce had left Arrowhead Stadium together in Kelce’s convertible, confirming dating rumors.
  • Across online media platforms, the WGA announcement on Sept. 24, 2023, ended up buried under headlines and posts about the celebrity duo.

Manufacturing consent online

    • This particular occurrence is fascinating, however, because the AMPTP represents some of the media conglomerates that directly disseminate news.
    • At the time of this writing, CNN.com has three headlines about the WGA strike and eight headlines about Swift at the Chiefs game.
    • Edward Herman and Noam Chomsky’s 1988 book “Manufacturing Consent” outlines the problem of media ownership by conglomerates.
    • Per Pew Research Center data, a majority of Americans get their news from online sources.
    • The role of algorithms is a key focus of emergent research on manufacturing consent online.

Corporate media coverage of labor issues

    • The muted coverage of the writers strike fits into a longer historical pattern of tension between labor movements and corporate media.
    • When not covering labor issues in a negative light, corporate media has a track record of ignoring and minimizing these issues.
    • Communications scholar Jon Bekken’s meta-analysis of media coverage discovered substantial drops in coverage of labor issues by major outlets like the Chicago Tribune, The New York Times and CBS throughout the 1990s and into the 21st century.

Canadian media is far too reliant on U.S. tech. Here's what the government can do about it

Retrieved on: 
Wednesday, September 27, 2023

Meta’s blocking of Canadian news on its social media sites, Facebook and Instagram, poses serious problems for Canadian media.

Key Points: 
  • Meta’s blocking of Canadian news on its social media sites, Facebook and Instagram, poses serious problems for Canadian media.
  • Outlets that rely on social media to reach their target audiences will likely struggle to get by.
  • Add this conundrum to the over-reliance on American telecommunications services, and the need to rethink funding Canadian communication is urgent.

Trickle-down funding just doesn’t work

    • Some outlets will no doubt suffer as a result of U.S. tech companies blocking Canadian news.
    • Yet, Canadian authorities are sticking to a funding model that relies on dwindling cable TV subscribers.
    • Funding from commercial Canadian cable companies trickles down to fund the alert system.
    • This fall could put funding for the emergency alert system in jeopardy.

Two lessons for Canadians

    • In order to fix these problems, Canadians must bear in mind two lessons about how not to construct communication systems.
    • Lesson one: Do not rely on American media and communication infrastructure to protect the interests of Canadians.
    • Ensuring safety and services to Canadians is not the priority.
    • Lesson two: Do not rely on ever-changing elected leaders or ever-changing commercial communication services to provide stable support for media that serves the needs of all Canadians.
    • Statistics Canada reports that Canadians are not prepared for the next pandemic, flood or wildfire.

An independent an well-funded media

    • Canadian media and telecommunications services must not be dependent on either U.S. or Canadian commercial interests or Canadian politicians.
    • Canadian public service media should be required to provide services beyond the broadcasting technology of the 20th century.
    • The old promises of the CBC have not been met, and warnings about reforming Canadian media have been largely ignored.
    • The damage to Canadian media caused by social media extortion and the loss of cable TV revenue makes it clear that the time for piecemeal reform has passed.