Breaking AI & Tech News Analyzed

The Lead Microsoft has launched ASSERT, an open-source framework designed to make evaluating application-specific AI behavior easier. The framework uses AI to turn natural-language descriptions of goals, policies, or intended behaviors into thorough, scored tests. How ASSERT Works ASSERT takes plain-language descriptions of an AI model's expected behavior and policies, turns them into a structured set of acceptable and unacceptable behaviors, generates problem scenarios and test cases, runs them against the target system, and scores the results. It can also record the paths the AI system takes, including intermediate actions and tool calls, allowing developers to inspect where failures happen. The Data Analysis By providing system context, tools, and constraints, developers can further customize what the evaluations cover. For instance, a developer could specify that a document research AI agent shouldn't send emails to people outside the company and should limit confidential information to C-level executives. ASSERT will use those rules to generate test cases that check whether the system follows those rules on an ongoing basis. The Impact Analysis Sarah Bird, chief product officer of Responsible AI at Microsoft, emphasized the importance of evaluations in making good decisions. 'If you don't understand the behavior of the AI system, it's really hard to know if it's meeting your organization's bar,' she said. ASSERT fills a gap that broader, more general evaluations cannot when AI models are intended to behave in a manner shaped by an application's context, policies, and tools. The Prediction The release of ASSERT comes amidst a broader shift in the AI industry towards repeatable testing and regression checks. As models grow more capable, researchers are focusing on evaluating systems when they're being built, after deployment, and even for continuous monitoring. With ASSERT, Microsoft aims to provide a tool that can be used throughout the AI development lifecycle to ensure trustworthy systems.

Lead: Kostyuk’s On‑Court Triumph Fuels Political OutburstMarta Kostyuk celebrated a 6-3, 2-6, 6-2 quarter‑final win over fellow Ukrainian Elina Svitolina and immediately launched a scathing critique of Russian tennis players for their silence on the four‑year war in Ukraine.Kostyuk’s Quarterfinal Victory and Call Out to Russian PlayersAfter the match, Kostyuk said Russian athletes “have shown whose side they are on” and rejected the notion that they can remain silent without repercussions. She highlighted the personal sacrifices of those who left Russia at the war’s outset and cited Daria Kasatkina—who switched allegiance to Australia—as an example of outspoken resistance.Match Score Highlights and Tournament StakesQuarter‑final result: Kostyuk 6-3, 2-6, 6-2 SvitolinaNext opponent: Russian teenager Mirra Andreeva in the semifinalVictory dedicated to “the Ukrainian people” amid ongoing Kyiv bombingsPolitical Tension Meets Tennis: Implications for Russian AthletesKostyuk’s comments put pressure on Russian players such as Diana Shnaider and Andreeva, who have previously avoided political discussion by saying they focus only on the ball. She argued that modern athletes have access to phones, Instagram, and news, making silence a choice rather than a necessity.What Lies Ahead for Kostyuk and the Russian ContingentThe Ukrainian star emphasized that representing her country now outweighs personal results, stating, “I’m here to represent Ukraine and to enjoy.” Her outspoken stance may influence how Russian players navigate future media interactions and could affect public perception of Russian tennis amid the ongoing conflict.

The Lead The narrative that BP's boardroom drama is a sign of the company's continued dysfunction is overly simplistic. The removal of chair Albert Manifold after just eight months in post may actually be a sign of the board doing what it's supposed to do. The Event Details The board considered 'serious concerns' raised against Manifold related to 'important governance standards, oversight and conduct'. They deemed his conduct 'unacceptable' and removed him, rather than smoothing things over. This was not a disagreement over strategy, but a response to whistleblowing concerns. The Data Analysis No specific data was provided, but the article notes that Manifold had been a highly successful CEO of CRH, an Irish building materials group. His appointment as chair was seen as a way to inject results-focused vigour into BP. The Impact Analysis The removal of Manifold may actually be a positive sign for BP's governance. It shows that the board is willing to take tough decisions and confront problems promptly. This could help to restore confidence in the company's leadership. The Prediction Assuming new CEO Meg O'Neill can deliver on her promise of a 'simpler, stronger, more valuable company', there is no reason why the damage from Manifold's removal should be permanent. The key will be to appoint a new chair who measures up to the task.

Executive Summary: The Economy Fires When People Can SpendFreedland contends that the UK’s chronic under‑performance stems not from a lack of business ambition but from widening poverty and inequality that choke consumer demand. He argues Blair’s and Gordon Brown’s supply‑side focus failed to address these structural flaws, leaving the economy “misfiring.”Supply‑Side Myths vs. Demand‑Side Realities in Blair’s LegacyBlair and Brown championed incentives for businessmen, yet the article highlights two fundamental contradictions:Rent burden: many households spend up to 40% of weekly wages on rent, eroding disposable income.PFI contracts: private‑finance‑initiative deals built schools and hospitals but locked public services into inflexible, costly agreements.Housing debt cycles: the 2007‑08 crash mirrored the 1990 crisis, both driven by unchecked housing debt.Rising Inequality and Stagnant Incomes: The Numbers Behind the ArgumentData cited in the piece underscores the demand‑side deficit:Substantial reductions in pensioner and child poverty under New Labour were achieved through benefits and tax credits, not structural change.Incomes for poorer working‑age adults without dependents changed very little, widening relative poverty.Top‑income earners saw “substantial” gains, nudging overall inequality upward during Blair’s tenure.Policy Consequences: From PFI to Persistent PovertyThe article argues that PFI deals have become liabilities as contracts expire, leaving dilapidated buildings and disrupted services. It also points out that without addressing wealth inequality—more pronounced than income inequality—the economy cannot generate the “animal spirits” needed for robust demand.Outlook: What the Next Labour Government Must PrioritiseFreedland, echoing voices like Wes Streeting and Andy Burnham, calls for a shift toward demand‑side policies: higher taxes on the wealthy, robust public investment, and measures to curb wealth concentration. Only by restoring purchasing power to the majority can the UK “fire” its economy again.

From Celebration to Crisis: The Trigger for Legislative ActionThe recent Champions League victory by Paris Saint-Germain, marking the team's second consecutive win, devolved into a night of severe unrest in the French capital. The aftermath left more than 200 people injured and resulted in one fatality. In response to this escalating pattern of violence—which mirrors similar scenes following both last year's final and this year's semifinal against Bayern Munich—French Prime Minister Sebastien Lecornu has called for extraordinary parliamentary measures.The RIPOST Bill: Expanding Law Enforcement CapabilitiesOriginally presented by the government on March 25 and already cleared by the Senate, the RIPOST security bill is now being pushed to the top of the legislative agenda. Lecornu has requested that President Emmanuel Macron convene an extraordinary parliamentary session in early July to expedite its adoption. The legislation is designed to combat what the government terms everyday disorder, specifically targeting:Illegal rave partiesMisuse of nitrous oxide and firework mortarsPublic drug useTo enforce these measures, the bill proposes a significant widening of police authority and public surveillance capabilities.Financial Accountability: A New Approach to RestitutionBeyond expanding law enforcement powers, the French government is shifting its focus to the financial burden of civil unrest. Lecornu criticized the current paradigm where repair costs for destroyed property are too often charged to society. He advocates for a much more coercive approach to recovering these funds from perpetrators.While ruling out the outright suspension of welfare benefits, the Prime Minister floated a controversial proposal: utilizing a portion of state benefits—excluding the minimum living allowance—to finance compensation for damages caused by rioters.Political Implications and Future OutlookThe fast-tracking of the RIPOST bill signals a hardening stance on public order by the Macron administration. By linking the bill's urgency to high-profile sports riots, the government is leveraging public outrage to bypass standard legislative delays. If passed during the proposed extraordinary session, France will see a swift rollout of enhanced policing powers and a novel framework for holding rioters financially accountable.

Kim Noble confessed to the Guardian that his first attempt at promoting his long‑awaited graphic novel involved asking publishers if he could hire a digger, dig a massive hole in a roundabout and bury the books there. The proposal was rejected, but it underscores the lengths he’s willing to go to get his work into readers’ hands. Kim Noble’s Unconventional Pitch to Bury a Book Under a Roundabout During a coffee interview, Noble explained that he had even suggested leaving drafts of his work in public toilets so publishers would have to hunt them down. When a previous Icelandic curator vanished after promising a book project, Noble’s frustration grew, leading to the roundabout idea – a stark contrast to traditional marketing tactics. Publication Details: Date, Publisher and Price Title: In Pursuit of a Wonderful Nothing Publisher: Cheerio Publishing Release date: 28 May 2026 Price: £15 Why Noble’s Stunt Highlights the Struggles of Indie Artists The interview reveals a broader tension between avant‑garde performance art and the commercial realities of publishing. Noble, known for transgressive stage shows such as 2022’s Lullaby for Scavengers, notes that theatres are increasingly wary of risky work, and publishers push for conventional back‑cover biographies that clash with his aesthetic. His desire to create a tangible object “even if it’s shit, it’s there” reflects a yearning for permanence in a career built on fleeting live performances. What Might Come Next for Noble’s Literary Debut Despite his self‑confessed lack of confidence in writing a “proper” book, Noble is “absolutely loving” the focus on drawing and text. He hints at a live component to the launch and continues caring for his ailing mother, suggesting future projects may blend personal caregiving narratives with his characteristic dark humor. Observers will watch whether his unconventional reputation can translate into sustained sales and further publishing opportunities.

The Resurgence of Proustian AppreciationRecent reader responses to In Search of Lost Time reveal a shift in perception regarding Marcel Proust's magnum opus. While often viewed as an impenetrable, dense classic, these personal accounts suggest the work is far more dynamic, humorous, and accessible than the popular myth suggests.A Reader's Journey Through the Seven VolumesBill Gaver completed a nine-month marathon reading of all seven volumes, noting that despite periods of tedium, the narrative delivers "five to 10 pages of the most revelatory reading" interspersed with modern elements like electric lighting and motorcars.Sally Burch highlights the work's versatility, reading it in French on the Paris Métro to deter unwanted attention, while emphasizing the presence of "a great variety of sex" and unrivaled descriptive powers.Claire Chandy challenges the notion of Proust as a dry author, pointing out that the text is "very funny in places" and contains "surprising plot developments."The Accessibility ParadoxThe letters reveal a tension between the work's intimidating length and its engaging content. Anthony Burton noted the sheer endurance required, even prompting crew members to test his commitment. However, the most significant insight comes from John Prescott Thomas, who recommends the bande dessinée (comic book) adaptation published by Delcourt. This suggests that visual formats are successfully bridging the gap for modern readers who find the prose daunting.Reframing the Literary CanonThe collective voice of these readers is dismantling the "boring" stereotype associated with Proust. By focusing on the humor, the plot twists, and the social intrigue, these accounts argue that the book is not just a study of memory, but a compelling narrative about human nature and society.The Future of Classic ConsumptionAs illustrated by the success of the comic book adaptation, the future of classic literature lies in accessibility. By offering formats that strip away the intimidation factor, publishers can ensure that the "revelatory reading" experienced by these readers is accessible to a broader audience.

The Lead: A Literary Vision Brought to LifeHere is an adaptation, written by Justine Waddell, of Virginia Woolf's peculiar and tonally elusive work that is all about the quarterlife crisis of a headstrong, well-born young woman in Edwardian London faced with the necessity of getting married. What emerges is a wayward, unworldly fantasia, a four-leaf clover of a film – or even five-leaf; rather beautifully designed and photographed, flavoured with a wistful, unexpectedly Germanic kind of romanticism.The Event Details: A Creative ReimaginingWaddell and Iranian-born director and Bafta nominee Tina Gharavi have creatively gone against the grain of the novel, amplifying Woolf's single glancing reference to astronomy and making that the centre of the heroine's yearning, perhaps playfully implanting a subconscious memory of Cole Porter's lyrics to the song of the same title: "You are the one, only you beneath the moon, under the sun …." And – thankfully, in my view – the film removes Woolf's supercilious condescension towards the self-betterment of newly educated lower and middle classes, and instead focuses on a sweet-natured story, performed with conviction by its all-star ensemble cast, interspersed with dreamlike set pieces. The result is not precisely Virginia Woolf's Night and Day; maybe more EM Forster's Night and Day or even Ronald Firbank's Night and Day.The Data Analysis: Cast and Release InformationWith spirit and charm, Haley Bennett plays headstrong young Katharine Hilbery, the only child of wealthy parents (Timothy Spall and Jennifer Saunders), who are burdened by the reputation of Katharine's late grandfather, an illustrious poet and critic like a B-division Ruskin or Carlyle, whose unwieldy biography her mother is in fact trying to write. Katharine is a self-taught astronomer trying to gain admission to the University of Cambridge to read maths, and battling academia's anti-women attitudes (women students were being refused degrees in those days even if they were admitted).The Impact Analysis: A New Perspective on WoolfRealising that her intellectual ambitions are only possible as a married woman, Katharine impulsively gets engaged to her clueless childhood friend William Rodney, amusingly played by Jack Whitehall: Rodney is a complete chump of a man who writes insufferable essays about Elizabethan poetry and Sir Philip Sidney's Astrophel and Stella. But it is at this moment Katharine realises she might have feelings for Ralph Denham (Elyas M'Barek), the young writer that her mother has hired as her personal secretary to edit that sprawling biography.The Prediction: Future of the AdaptationVirginia Woolf's Night and Day screened at SXSW London; it is in UK and Irish cinemas from 19 June and is released in the US later this year. It is such a sweet story and guilelessly eccentric – a butterfly fluttering just beyond the wheel of realism.

The Appointment of Intisar Shanib Intisar Shanib has become the president of Darnes Sports Club, a prominent football club in the eastern Libyan city of Derna, after all other candidates withdrew in her favour. This marks a significant milestone for women in Libyan sports, as Shanib is the first woman to hold such a position. Shanib's Background and Connection to the Club Shanib, who is also an MP for the city of Derna and the chairperson of the women and child affairs committee in the House of Representatives, highlighted that her connection with the club goes back to her childhood years. Her brother and uncle previously played for Darnes Club, and many of those close to her support the team. The Challenges Ahead Shanib acknowledged that her appointment may not be without criticism, but emphasized that leadership is not measured by whether a woman or a man leads, but by competencies and capabilities. She confirmed that the upcoming period will focus on rebuilding the club, which has suffered from accumulated crises, including internal and external debts, alongside the repercussions of the war against armed groups, as well as Storm Daniel, which struck the city in September 2023. Women as Leading Executives in Sports With her nomination, Shanib joins a growing list of women leading sport clubs and federations. In the Arab world, Hanan Al-Qurashi was the first woman in Saudi Arabia to become president of the Taif-based Wej sport club in June 2023. In Africa, Anisha Muhoozi has been the CEO of Kampala Capital City Authority club in Uganda since 2018.