Breaking AI & Tech News Analyzed

The company's diverse portfolio and innovative approach to technology have made it an attractive investment opportunity. However, the use of AI in various sectors has also raised concerns about authenticity and originality, as seen in the backlash against authors and journalists who have used AI tools in their work.

Tens of thousands of people have been hired by Scale AI – a firm 49% owned by Meta – to train artificial‑intelligence models by scraping Instagram accounts, harvesting copyrighted artwork and transcribing pornographic soundtracks, according to the Guardian.Scale AI promotes its Outlier platform as a flexible, expert‑driven marketplace, recruiting professionals from medicine, physics and economics to "become the expert that AI learns from."Workers, however, say the reality diverges sharply from high‑level model refinement. They describe tasks that involve massive personal‑data scraping and content that many find morally uncomfortable.Outlier is managed by Scale AI, which holds contracts with the U.S. Pentagon and other defense companies. Its chief executive, Alexandr Wang, is hailed by Forbes as the world’s youngest self‑made billionaire, while former managing director Michael Kratsios served as science adviser to former President Donald Trump.One contractor noted that users of Meta platforms would be shocked to learn their photos and friends’ images are being harvested for AI training, with workers manually reviewing profiles to extract data.The Guardian interviewed ten Outlier contributors – many also journalists, graduate students, teachers or librarians – who took the gig work out of economic desperation. One said, "A lot of us were really desperate" and felt compelled to accept the unstable, low‑pay assignments.These gig workers, dubbed “taskers,” often feel they are training their own replacements, expressing “internalised shame and guilt” over contributing to the automation of creative professions.Law firm Clarkson, representing AI gig workers, estimates that hundreds of thousands of people worldwide now labor on platforms like Outlier. Taskers report bait‑and‑switch recruitment tactics, where advertised high salaries are replaced by lower‑paid projects after onboarding.All contributors are monitored through a tool called Hubstaff, which can screenshot browsers to verify work. While Scale AI claims the software is only for accurate payment, workers describe it as constant surveillance.Assignments have ranged from transcribing pornographic audio and labeling photos of dead animals or dog faeces, to annotating diagrams of infant genitalia and violent police scenarios. One doctoral student recounted being promised “no nudity” only to receive explicit porn clips.Scale AI says it shuts down any task flagged as inappropriate and does not accept projects involving child sexual‑abuse material or pornography, though workers note that publicly available images of minors have been used for training.Social‑media scraping tasks required workers to tag individuals by name, location and age, sometimes pulling data from accounts of users under 18. One task asked contributors to order Facebook photos by the subject’s age, prompting ethical unease.In addition to personal data, taskers were asked to harvest copyrighted artwork, with strict instructions to avoid AI‑generated images and select only hand‑drawn pieces. Scale AI maintains it does not ask workers to violate copyright standards.Scale AI’s client list includes major tech firms such as Google, Meta and OpenAI, as well as the U.S. Department of Defense and the government of Qatar, highlighting the growing demand for labelled data as AI models scale.Some workers reported interacting with ChatGPT and Claude, and speculated they might be training Meta’s upcoming model, code‑named “Avocado.”OpenAI announced it ended its partnership with Scale AI in June 2025, citing its supplier code of conduct that mandates ethical treatment of all workers.Despite irregular pay, occasional mass layoffs and the unsettling nature of many tasks, many taskers remain on the Outlier platform, hoping the AI future will eventually improve conditions. One said, "I have to be positive about AI because the alternative is not great."In response, a Scale AI spokesperson stated, "Outlier provides flexible, project‑based work with transparent pay. Contributors choose when and how they participate, and we regularly hear from highly skilled contributors who value the flexibility and opportunity to apply their expertise on the platform."

The threat of bombing Iran back to the 'stone ages' by US President Donald Trump has raised concerns about the morality, legality, and utility of such a campaign. In 2006, Israel bombed Lebanon's Jiyeh power station, causing a massive oil spill and significant damage. However, this did not prevent Hezbollah from rearming and continuing to fight. Similarly, Russia's sustained bombardment of Ukraine has not forced the country to concede. History has shown that bombing campaigns, including the British 'area bombing' of Germany in World War II and the US Rolling Thunder campaign against North Vietnam, have not always achieved their desired outcomes. Experts argue that bombing Iran's infrastructure would not change the regime's strategic calculus and would likely give the Iranian government a powerful propaganda tool. The US lacks a credible military option to force Iran into submission, and pressure alone may not be enough to break Tehran. The effectiveness of bombing campaigns in achieving war objectives is highly contested. The article cites the example of the British bomber command's promise to bring about the collapse of Germany within four months, which ultimately proved unsuccessful. Trump's threat to bomb Iran's infrastructure has been met with skepticism by experts, who argue that it is unlikely to achieve its desired outcome and may instead escalate the situation.

When Elle Middlemas turned 18, she began wondering whether she owned a Child Trust Fund (CTF) – a government‑backed savings account created for children born between 1 September 2002 and 2 January 2011. Her search hit a dead end; she could not confirm if she was entitled to any money and an email to HMRC yielded no response.Middlemas, a Whitby college student, explained that the loss of her mother at age 11 left her with little guidance. “My sister is 21 and spent three years looking for a fund and found nothing, so we assumed we didn’t have one,” she said, expressing the frustration felt by many of her peers.She and her sister are part of an estimated 758,000 people aged 18‑23 who have unclaimed CTFs. Collectively, these dormant accounts hold roughly £1.5 bn, a substantial sum that disproportionately belongs to low‑income families who are often unaware of its existence.Advocates are now pressing the government to automatically release CTFs when holders reach 21 years of age. Experts estimate that such a policy could inject up to £286 m directly into the pockets of young people who need it most.Middlemas finally learned of her entitlement after a conversation with a friend’s parent six months after her birthday. She discovered the Share Foundation, a charity that helps reconnect youths with their funds, and located a NatWest account bearing her name.“I had £700 sitting in my bank and thought, ‘What is going on?’ My sister also had one but never knew how to access it,” she recalled. The sisters plan to use the money to support university expenses and repay debts, underscoring the tangible impact of the scheme.The CTF programme was launched by the Labour government in 2005 to encourage parental savings. Every child received a £250 government contribution, with an additional £250 for those from low‑income families or in local authority care. Parents could add up to £9,000 per year, and any investment gains accrued until the child turned 18.If a parent failed to open an account within 12 months of birth, HMRC would create one on the child’s behalf. Today, the average value of a CTF stands at about £2,200.More than two‑thirds of the six million original recipients are now over 18 and eligible to claim their funds, with HMRC‑allocated accounts representing 28 % of all CTFs.Geographically, the North‑East of England has the highest concentration of HMRC‑allocated accounts, totalling £48 m. Across the UK, youths from the most disadvantaged 15 % of families hold accounts averaging £2,900 in value.Gavin Oldham, chief executive of the Share Foundation, warned that the scheme is hampered by poor communication, limited financial education, and “policy neglect”. He indicated the charity is considering a judicial review to compel the government to release the unclaimed assets.Oldham noted that the charity has already linked “well over 100,000 accounts to young adults”, yet the “sheer quantum of these unclaimed accounts remains a major problem”.“It is strange to find a government which expresses concern over youth poverty while doing so little to deliver on a groundbreaking scheme,” Oldham added.The charity’s proposal to release HMRC‑allocated funds automatically at 21 would free roughly £500 m, including £350 mOldham cautioned that a legal challenge, while potentially successful, could delay payouts for years, leaving vulnerable youths “denied their birthright for far too long”.Beyond immediate release, the Share Foundation is urging the creation of a new, targeted scheme for low‑income youths that embeds a financial‑awareness component, allowing participants to top up their funds through education‑linked incentives.Labour MP Laura Kyrke‑Smith echoed these concerns, describing the CTF system as “confusing and opaque” and calling for proactive tracing of account holders and clearer public information.HMRC responded that it is “directly sending every eligible young person information to help them find their child trust fund”, while also raising awareness via social media, broadcast interviews, and an online tracing tool. The agency added that banks, building societies, and investment firms managing the funds share responsibility for communicating with account holders.

Apple is escalating its legal war with Epic Games by petitioning the U.S. Supreme Court to review the court's ruling on App Store fees. This move signals a critical juncture in the tech giant's defense of its revenue model, as it attempts to overturn a decision that limits its ability to charge developers for external payments. The Strategic Shift to the Highest Court After losing its appeal at the Supreme Court in a previous phase of the case, Apple is now taking its fight to the highest level of the U.S. judiciary. The tech giant filed a petition to review the Ninth Circuit Court's ruling, which found Apple in contempt for charging a 27% fee on external payments—a slight discount from its standard 30% fee. Current Status: Apple secured a temporary stay on the Ninth Circuit's ruling on April 6, 2026, effectively pausing the enforcement of the lower court's decision. Epic's Response: Epic Games immediately challenged this stay, arguing it is merely a delay tactic to prevent the court from establishing permanent bounds on Apple's fees. Legal Timeline: The battle began in 2020 when Epic bypassed Apple's fees, leading to a 2021 ruling where Apple was not deemed a monopoly but was ordered to allow external payment links. The Economics of the 27% External Fee The core of Apple's legal strategy revolves around the justification of its fee structure. While Apple reduced its commission to 27% for external transactions, Epic argues this effectively defeats the purpose of the court order, as developers still do not save significant money due to processing fees. Apple's Stance: The company argues the fee covers more than just payment processing; it includes hosting, discovery, software, and developer tools, reflecting the value of the ecosystem. Competitor Benchmark: Google settled with Epic Games last month, dropping its Play Store commissions to 20%, highlighting the pressure Apple faces to lower its rates. Developer Impact: Only a few developers, including Spotify, Kindle, and Patreon, have been willing to utilize the external payment links due to Apple's aggressive tactics. Erosion of the App Store Moat This legal battle represents a significant threat to Apple's primary revenue stream. If the Supreme Court upholds the lower courts' rulings, it could force Apple to lower its commissions or abandon its current fee structure entirely. Market Dynamics: As consumers increasingly turn to AI chatbots and agents for transactions, the traditional gatekeeper role of the App Store is being challenged. Regulatory Pressure: The court's decision will set a precedent for how tech giants can regulate commerce within their ecosystems, potentially opening the door for more developer freedom. A High-Stakes Legal Verdict Looking ahead, the Supreme Court's willingness to hear this case is uncertain. The Court previously declined to hear a similar appeal regarding Apple's monopoly status. If they reject this petition, the Ninth Circuit's decision stands, and Apple will be forced to comply with the lower fee structure. However, if the Court agrees to hear it, Apple will push to convince judges that courts should not have the authority to limit the fees it charges for its services, potentially reshaping the digital economy for years to come.

Conservationists and scientists have warned that the Minerals Council of Australia’s proposal to employ artificial intelligence for faster national environmental approvals could generate “Robodebt‑style” failures, further endangering already vulnerable species.The council has asked the federal government to allocate $13 million for a pilot that would use AI to help companies draft assessment applications and assist regulators in decision‑making.The Biodiversity Council – a consortium of independent experts from eleven universities – told Guardian Australia that while AI may assist with routine tasks, automating whole environmental assessments could lead to opaque, flawed decisions that push threatened species closer to extinction.“Robodebt” refers to the automated welfare‑debt recovery scheme that, between 2015 and 2019, wrongly accused hundreds of thousands of Australians of overpayments, highlighting the danger of opaque algorithmic judgments.Lis Ashby, the Biodiversity Council’s lead on policy and innovation, noted that the cornerstone of Australia’s environmental protection, the Environment Protection and Biodiversity Conservation (EPBC) Act, is riddled with vague language and broad ministerial discretion, which hampers rule‑based decision‑making and would be even more problematic for an AI tool.She added that establishing clear rules in the National Environmental Standards, including explicit definitions of unacceptable outcomes, would accelerate assessment times even without AI and is essential for any future automation.Brendan Sydes, national biodiversity policy adviser at the Australian Conservation Foundation, expressed scepticism, stating that “technology can be a good servant but a poor master.” He urged the government to focus on closing existing data gaps on threatened species and habitats rather than relying on AI.Prof. David Lindenmayer, a forest ecologist at the Australian National University and Biodiversity Council member, highlighted that one‑third of Australia’s threatened species have not been monitored and many others suffer from patchy data, gaps traditionally filled by expert consultation.He warned that AI decisions are only as reliable as the data they are fed, and most threatened species lack publicly available information, even basic location data, risking decisions based on outdated or incomplete evidence.The Albanese government recently passed reforms to the EPBC Act after a 2020 review found the legislation failing to protect species and habitats.Prof. Hugh Possingham, a leading conservation biologist at the University of Queensland, argued that AI models need robust training material, and the past two decades of EPBC approvals are “clearly unsuitable” because the Act has demonstrably failed to safeguard the environment. He suggested that hiring more human assessors would be a more effective way to speed up evaluations.Tania Constable, chief executive of the Minerals Council, dismissed the Robodebt comparison as “disappointing,” insisting the proposal is innovative and could strengthen environmental protection while improving efficiency. She said the AI tools would support human decision‑making for both regulators and project proponents, helping navigate the complexity of EPBC assessments.A federal government spokesperson said budget decisions on the AI trial will be made “in due course,” but the environment department is exploring how AI could simplify application processes. The statement emphasized that “decisions about whether to approve projects must, and will, always be made by assessment officers, not by AI.”Nonetheless, officials acknowledged that AI tools have the potential to save time, reduce uncertainty, and translate technical language for stakeholders.

Iran is experiencing the longest nationwide internet blackout ever recorded, according to the global monitoring group NetBlocks. Since the United States and Israel launched their war on Iran on February 28, connectivity has hovered at about 1% of pre‑war levels, effectively cutting the country off from the global web. The blackout follows a prior 20‑day shutdown in January, which coincided with deadly nationwide protests. Combined, these measures mean that Iranian civilians have spent close to two‑thirds of 2026 in digital darkness, relying only on a slow, state‑controlled intranet for basic services and state‑run news. NetBlocks highlighted that while regions such as Myanmar, Sudan, Kashmir and Tigray have endured longer intermittent outages, no other war has forced an entire nation offline to this extent. The monitor added that Iran is the first country to lose previously functional internet connectivity by reverting to a national network. Economic analysts warned that the January shutdown already caused the economy to lose tens of millions of dollars each day in direct damages, with far‑reaching indirect effects. Companies reported that many online businesses could not survive more than three weeks without connectivity, leading to a wave of layoffs and reduced pay raises. One affected worker, Kamran, a product designer in Karaj, said he was dismissed after the latest wave of cuts. He now relies on a local skill‑matching group, but fears competition from thousands of similarly displaced workers. A senior data analyst from a Tehran firm disclosed that the firm is offering lower-than‑expected raises and shifting to three‑month contracts, creating uncertainty about future employment. Compounding the digital crisis, the war has targeted Iran’s steel factories, petrochemical plants and other civilian infrastructure, aggravating pre‑existing problems of high inflation and unemployment. Only a limited segment of the population can access the global internet—either because they are whitelisted by the state or because they pay steep fees for proxy connections that often disappear after a few hours. Government spokeswoman Fatemeh Mohajerani stated that internet access is being granted only to those who can “get the voice out,” such as officials, state‑affiliated entities and news agencies. Citizens on the ground describe a grim reality: frequent power outages, uncertainty about water supplies, and an inability to use services like Google Search or AI tools, even as they watch live feeds from space missions that remain inaccessible. In response to the prolonged shutdown, authorities have begun rolling out a tiered system dubbed “Internet Pro.” Business groups have received a “guide to connect to international internet,” urging them to contact a state‑run messaging app, Bale, for registration. Parallel efforts by a major telecom carrier offer one‑year data packages at prices higher than normal plans, while existing providers have not refunded customers for services they cannot deliver. President Masoud Pezeshkian’s administration, which campaigned on unblocking Iran’s internet, has offered no official explanation for the shutdown, leaving both the battered digital sector and the broader economy facing an uncertain future.

The Accelerator's Withdrawal: A Signal of Loss of ConfidenceDelve's relationship with Y Combinator has officially ended following a series of damaging allegations regarding compliance and data security. This severance marks a significant blow to the startup's credibility, compounded by the distancing actions of other major investors like Insight Partners.The Catalyst: Anonymous Allegations and Data BreachesThe controversy stems from an anonymous Substack campaign by "DeepDelver," which accused the company of misleading clients about regulatory compliance and passing off open-source tools as proprietary technology. These claims were further fueled by a security researcher's ability to access sensitive Delve data and a malware incident involving a customer, LiteLLM.YC's Response: Delve was removed from the accelerator's portfolio directory, with COO Selin Kocalar confirming the split on X.Insight Partners: The firm initially deleted posts about its investment but later restored the primary blog entry.The Defense: A Coordinated Attack or Operational Failure?In a bid to set the record straight, Delve's leadership team, including CEO Karun Kaushik, claims the attacks are a coordinated smear campaign orchestrated by an attacker who exfiltrated internal data. They argue that the "evidence points to a malicious attack rather than a genuine whistleblower."However, the company also acknowledged "growing too fast and falling short of our own standard." To mitigate the damage, Delve has hired a cybersecurity firm, offered complimentary re-audits to customers, and clarified that their open-source usage is compliant with Apache 2.0 licensing.Future Outlook: Rebuilding Trust in a Fragile EcosystemThe departure from Y Combinator suggests that the startup's growth trajectory is now in jeopardy. For a compliance-focused company, trust is the primary currency; the current allegations threaten to devalue this currency permanently. The coming months will determine if Delve can survive this reputational crisis or if it will become a cautionary tale in the compliance tech sector.

Iran carried out the execution of Abolhassan Montazer and Vahid Baniamerian on Saturday morning, following a Supreme Court ruling that confirmed their death sentences for membership in the outlawed People’s Mojahedin Organization of Iran (PMOI/MEK) and involvement in "armed rebellion" through multiple terrorist acts. The two men were hanged after a Revolutionary Court sentenced them in late 2024, a case that underscores Tehran's intensified crackdown on dissent amid the US‑Israeli war on Iran that began on February 28. This latest execution follows the hanging of four other PMOI members—Mohammad Taghavi, Akbar Daneshvarkar, Babak Alipour and Pouya Ghobadi—on March 30‑31, bringing the total number of executed opposition figures to six since the conflict escalated. The PMOI condemned the hangings in an April 2 statement, labeling Tehran's actions a "futile" attempt to suppress opposition and warning that such brutality will only fuel the resolve of Iran’s youth to challenge the regime. Human‑rights groups have also decried the executions. Amnesty International reported that the men were allegedly tortured while in custody and transferred to an undisclosed location shortly before their deaths. The organization warned that additional protesters—some sentenced to death for participation in the January anti‑government demonstrations—could face execution after being moved from Ghezel Hesar prison. Amnesty’s deputy regional director for the Middle East and North Africa, Diana Eltahawy, said, "It is unconscionable that even as the population endures mass bereavement from aerial bombardments, the Islamic Republic continues to weaponize the death penalty to eradicate dissenting voices and terrorise its people." The wave of hangings also includes the case of Kouroush Keyvani, a dual Iranian‑Swedish national convicted of spying for Israel, whose execution sparked outrage in Stockholm and the European Union. Another individual convicted of acting on behalf of Israel and the United States during the protests was executed on Thursday. These developments occur against a backdrop of intensified military confrontations, with Iran reporting the downing of U.S. aircraft and ongoing aerial bombardments by Israel and the United States, further complicating the nation’s internal security landscape. International observers warn that the continued use of capital punishment as a tool of political repression not only violates human‑rights norms but also risks deepening regional instability as the war persists.