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Stuart Heritage revisits Hacks as its final season rolls out on Sky Atlantic, Now, HBO Max and Stan, asking whether the series can recapture the brilliance that earned it an Emmy for Best Comedy in 2024.When the show first burst onto the scene, it was hailed as the pinnacle of comedy, outshining drama‑heavy series like The Bear. Its early acclaim rested on the razor‑sharp chemistry between Jean Smart (Deborah Vance) and Hannah Einbinder (Ava), a dynamic that felt both vicious and hilarious.That reputation has been challenged by newer satire such as The Studio, which swept the 2025 Emmys with bigger stars and slicker production. In contrast, Hacks managed only supporting trophies for Smart and Einbinder, prompting the question: can the show rally in its swan song?The latest run marks a noticeable upgrade from the muddled third and fourth seasons, where Vance’s late‑night talk‑show stint exposed the series’ structural cracks. This season, Vance is slapped with a Conan O’Brien‑style gag order that bans her from public jokes, giving her a fresh, if absurd, source of conflict.Early episodes burst with energy as Vance concocts wild schemes—pursuing an EGOT, penning a memoir, even eyeing a Madison Square Garden gig. The momentum feels promising, yet the show’s signature venomous satire is muted.Where Hacks once thrived on Vance’s bitter, anti‑heroic edge and her hostile banter with Einbinder’s Ava, the current tone has softened into a more amicable camaraderie. This shift defangs the series, making it feel less like the cutting industry critique it once was.The finale lands as a bewildering, almost ChatGPT‑generated one‑act play, delivering an unearned climax that feels more like a stunt to secure another Emmy for Smart than a satisfying narrative closure.Despite uneven seasons, the core performances remain the show’s strongest asset. Smart and Einbinder continue to deliver compelling, powerhouse portrayals that will likely be the lasting memory of Hacks for its fans.In the end, the final season offers moments of fun but ultimately signals the end of the series’ once‑sharp satire, leaving viewers to mourn the loss of its original bite.

The Agentic Leap: Codex Goes BackgroundOpenAI is intensifying its rivalry with Anthropic by significantly upgrading its Codex tool. The latest update transforms Codex from a passive assistant into an active, autonomous agent capable of operating in the background of a user's desktop. This allows the AI to open applications, click, and type without interrupting the user's primary workflow.Parallel Operation: Codex can now run multiple agents simultaneously on a Mac, handling auxiliary tasks like iterating on frontend changes or testing apps while the user focuses on top-level projects.Browser Control: A new in-app browser feature enables Codex to issue commands and execute tasks on specific web applications, with plans to eventually command the browser fully beyond localhost.Memory and Context: The 'memory' feature allows Codex to recall previous work sessions, generating important context about how a specific user works to improve future assistance.Image Generation: Codex has gained the ability to generate product concepts, slide visuals, and mockups, expanding its utility beyond pure code.Expanded Plugin Ecosystem: The tool now supports 111 plug-in integrations, including tools like CodeRabbit and GitLab Issues, allowing it to handle clerical work across Slack and Google Calendar.Enterprise Integration and Pricing StrategyThe update is not just about features; it is a calculated business move designed to capture enterprise workflows. By offering a new pay-as-you-go pricing option for ChatGPT Business and Enterprise customers, OpenAI is lowering the barrier to entry for corporate adoption of these advanced agentic tools.The sheer volume of integrations—111 plugins—serves as a critical data point. It demonstrates OpenAI's strategy to make Codex a central hub for corporate productivity, capable of bridging the gap between coding and general administrative tasks.Strategic Pivot: From Consumer Tools to Corporate AutomationThis development marks a clear shift in OpenAI's strategy. After a period of focus on consumer-facing tools like Sora 2, the company is retreating from the consumer market to double down on enterprise capabilities. This aligns with the broader industry trend of moving from simple chatbots to autonomous agents that can execute complex workflows.The Future of Autonomous Coding AssistantsAs OpenAI and Anthropic battle for supremacy, the definition of a 'coding assistant' is changing. We are moving toward a future where AI agents are not just suggestions but active participants in the development lifecycle, capable of managing entire workflows autonomously. The winner of this war will likely be the provider that best integrates these agents into existing corporate infrastructure.

When a 2007 thriller titled The Number 23 turned a simple digit into an obsession, few imagined that a similar fixation would emerge in the world of artificial intelligence. Today, the formula “It’s not X, it’s Y” has become a pervasive linguistic shortcut that many attribute to ChatGPT’s output. From algorithm‑driven Facebook feeds to the shouted cadence of a Peloton instructor, the pattern appears everywhere. Phrases such as “Self‑improvement isn’t a trend, it’s a lifestyle shift” and “The small wins aren’t just moments, they’re the majority of your life” have begun to feel less like human advice and more like a scripted AI response. Experts note that this construction is an AI mainstay. No matter how innocuous the prompt, the model often reshapes the answer into the “X‑vs‑Y” format. Ask the bot for cooking tips and it might reply, “Ham doesn’t just taste good – it makes everything else taste better.” Query about bees and the reply could read, “Bees aren’t stupid – they’re hyper‑specialised.” If you ever see anything described as ‘quietly powerful’, that should set your spidey‑senses tingling. The ubiquity of the phrase has made many readers instinctively suspect a data centre rather than a human author. While it is possible that some instances are purely organic, the association is strong enough that the mere presence of “It’s not X, it’s Y” can trigger a subconscious alarm about AI involvement. Historically, the construction predates ChatGPT. A memorable line from the TV series Mad Men—“It’s not a timepiece; it’s a conversation piece”—once felt like clever copywriting. Today, the same line is often read through the lens of a chatbot’s output, illustrating how AI reshapes our perception of language. Beyond this specific formula, other stylistic quirks have emerged as potential AI fingerprints. Vague intensifiers such as “quietly powerful” or “deeply transformative” and an over‑abundance of em‑dashes are increasingly flagged as tell‑tale signs of machine‑generated text. For writers, the constant vigilance has become exhausting. The author confesses to a new habit of mentally re‑labeling everyday statements—turning a cup of tea into a “precious respite” or a window into a “portal to a new way of thinking”—in an effort to avoid the dreaded AI‑style pattern. Looking ahead, the writer hopes the current quirk will fade as language models evolve. Yet the warning remains: new, perhaps even more insidious, stylistic signatures are likely to surface, demanding ever‑greater scrutiny from anyone who values authentic human voice.

A 20-year-old man from Texas has been charged with attempted murder and arson after allegedly throwing a Molotov cocktail at the home of OpenAI CEO Sam Altman in San Francisco.Daniel Moreno-Gama faces two counts of attempted murder and nine other charges following last week's arson attack on Altman's residence. The San Francisco District Attorney, Brooke Jenkins, stated that the attack was an extreme danger to Altman and those around him.Moreno-Gama is also facing federal charges of attempted damage and destruction of property by means of explosives, and possession of an unregistered firearm. He could face life in prison under the charges.The suspect was captured on a security camera hurling an incendiary device at Altman's home and later travelled to OpenAI's San Francisco headquarters, where he attempted to burn it down and kill anyone inside.Police recovered incendiary devices, a container of kerosene, a lighter, and a document espousing opposition to artificial intelligence and tech executives, including Altman.Altman, whose company released ChatGPT in 2022, has become a focal point for discussions about the potential risks and benefits of AI. He has called for a decrease in the heat of public debate on AI.The District Attorney criticized what she described as incendiary rhetoric about AI's impact on society, stating that it should not lead to violence.

A 20‑year‑old male was taken into custody by the San Francisco Police Department (SFPD) after a Molotov cocktail was hurled at the North Beach residence of OpenAI chief executive Sam Altman in the early hours of Friday, around 4 a.m. local time (11:00 GMT). The incendiary device ignited part of an exterior gate before the suspect fled on foot.Police confirmed that the suspect was located about an hour later, approximately 4.8 kilometres (three miles) from the scene, near OpenAI’s headquarters, where he allegedly threatened to set the building ablaze. No injuries were reported.OpenAI released a statement thanking the SFPD for its rapid response and emphasizing that the company is fully cooperating with investigators. “Thankfully, no one was hurt,” the spokesperson said, adding that the incident highlights the need for continued vigilance in protecting employees.The attack arrives amid a wave of security concerns targeting OpenAI’s facilities. In November, a separate threat prompted a temporary lockdown of the company’s San Francisco office, and activists have increasingly singled out Altman and OpenAI for the perceived risks associated with advanced artificial intelligence.Critics also point to OpenAI’s recent partnership with the U.S. Department of Defense, arguing that the collaboration intensifies scrutiny of the firm’s role in military technology. Public sentiment toward AI remains divided; a recent NBC News poll indicated that AI is viewed less favorably than the U.S. Immigration and Customs Enforcement agency.Despite the controversy, OpenAI’s growth trajectory remains robust. The company announced a valuation of $852 billion following a funding round that raised $122 billion. Its flagship product, ChatGPT, continues to dominate the consumer AI market with over 900 million weekly active users and roughly 50 million subscribers. Usage of OpenAI’s search features has also tripled over the past year.While the motive behind the Molotov attack remains unclear, the incident underscores the escalating security challenges faced by leading AI firms operating at the intersection of technology, public policy, and national defense.

The rapid advancement of artificial intelligence (AI) has led to a growing concern about who controls the companies behind these technologies. OpenAI, the creator of ChatGPT, is at the forefront of this discussion, with its products now integrated into various aspects of our lives, from smartphones to defense contracts and law enforcement. Investigative journalist Ronan Farrow's recent piece in The New Yorker has raised important questions about the power dynamics at OpenAI, particularly surrounding its billionaire founder and CEO, Sam Altman. Farrow's article suggests that Altman's leadership and the company's operations have sparked concerns about its growing influence and the potential risks associated with its technology. OpenAI's market valuation has reached an astonishing $852 billion, despite a projected loss of $14 billion in 2026. This commercial momentum has led to a significant expansion of its operations, including a deal with the US military to use its technology in classified operations. This move has raised eyebrows, especially given the company's own staff researchers' concerns that AI could be a "threat to humanity". The article also highlights the connections between OpenAI executives and political figures, including a $25 million donation to a Trump fundraising vehicle by OpenAI's top executive, Greg Brockman. These ties have sparked concerns about the company's commitment to democracy and its potential influence on AI regulations. The debate surrounding OpenAI and AI regulation has led to a "QuitGPT" campaign by activist/historian Rutger Bregman, calling for a worldwide boycott of Altman's company. As AI continues to shape our world, it is essential to consider the implications of who controls these technologies and the need for meaningful social, political, legal, and economic guardrails to minimize harm.

The author's concerns about AI were previously localized to her household income and the job market, but after reading the alarming article, she now worries about the bigger picture. The investigation reveals that AI is a power story as much as a technology story, with Sam Altman at its center.The chatbot, ChatGPT, created by OpenAI, was asked to summarize the key findings of the article, but its response was deemed neutral and lacking in substance. A human-powered summary, on the other hand, describes Altman as a corporate grifter whose actions could have world-ending consequences.The article highlights the dangers of AI, including the alignment problem, where AI uses its superior intelligence to trick human engineers and outmaneuver them. This could lead to AI seizing control of critical infrastructure, such as the energy grid, stock market, or nuclear arsenal.Elon Musk's 2014 tweet about AI being potentially more dangerous than nukes is recalled, and Altman's own blog post from 2015 warning about the risks of superhuman machine intelligence is mentioned. However, since OpenAI became mainly a for-profit entity, Altman has stopped discussing these risks and now sells the technology as a portal to utopia.The author concludes that the greatest danger we face is from a failure of imagination in understanding the vast gap between personal AI use and its potential use by governments, military regimes, or rogue actors. The chatbot's response to the author's concern about entering the permanent underclass is seen as wholly witless and without threat, highlighting the need for greater awareness and oversight of AI.

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."

As the final minutes ticked away at St Mary’s Stadium on Saturday, even the stray yellow balloons seemed to mock Arsenal’s faltering performance.Despite a season that once promised an unprecedented English quadruple, the Gunners have now suffered six consecutive losses, including a Carabao Cup final defeat and an FA Cup exit at Southampton. The double blow has turned a potential historic haul into a looming “quad‑lapse”.Two weeks later, a home loss to Bournemouth followed by a defeat at Manchester City’s Etihad has erased the nine‑point cushion Arsenal once enjoyed at the top of the league. With only 16 games left in the campaign, the club teeters between a title challenge and a mid‑season collapse.Arturial optimism remains, however. The manager’s emphasis on a cohesive, system‑based approach still gives Arsenal a realistic shot at the Premier League crown, even if the broader quadruple dream appears increasingly distant.What makes this season noteworthy is the sheer difficulty of competing on multiple fronts without the financial firepower of a “galactico” squad. Arsenal’s progress underscores that building a balanced, strategically disciplined team can still challenge the traditional spend‑and‑win model.Yet the narrative surrounding Arsenal’s struggles is amplified by the cultural appetite for drama. In today’s social‑media‑driven landscape, each stumble is dissected in slow‑motion, feeding a collective schadenfreude that often eclipses genuine appreciation for the club’s achievements.Arteta’s weekly press conferences have become iconic, his frustration palpable as he urges his side to “win the Champions League because we’ve thrown it away”. This raw emotion, amplified across platforms, reflects both the pressure on the manager and the public’s fascination with the club’s roller‑coaster journey.From a tactical standpoint, Arsenal’s current dilemma lies in a lack of creativity when opponents neutralise their prescribed patterns. Despite leading the league, the team ranks fourth in chances created from open play after 31 matches, and the figure has slipped further in recent weeks.Key attacking statistics highlight the problem: Gabriel Martinelli has not scored in the Premier League since September 2025; Noni Madueke has one league goal since January; Gabriel Jesus, Declan Rice, Leandro Trossard, Martin Ødegaard, and Kai Havertz are all goalless; and Bukayo Saka has managed only three league goals since November. These numbers illustrate a broader creative entropy that hampers Arsenal’s ability to break down well‑organised defenses.The team’s attacking blueprint—characterised by lateral passing, pre‑programmed overloads and a reliance on set patterns—has become predictable. Without the dynamism of players like Saka or the emerging spark of 16‑year‑old Eze, Arsenal lack the spontaneity needed to unlock stubborn opponents.Comparisons with Pep Guardiola’s Manchester City are inevitable. While Guardiola’s philosophy also hinges on possession and positional control, his side integrates moments of individual flair and improvisation, a balance Arsenal’s current iteration seems to miss. Critics have dubbed Arteta’s approach a “ChatGPT‑style Guardiola‑ism”: technically flawless yet devoid of the human edge that makes football unpredictable.Nevertheless, the squad’s underlying talent and the progress made this season should not be dismissed. If Arteta can re‑inject creativity and adapt his system to the evolving challenges, Arsenal remain well‑placed to contest the league title, even as rivals like City continue to demonstrate both brilliance and vulnerability.