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.

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.

The Lead United States Secretary of State Marco Rubio has said Iran’s Supreme Leader Mojtaba Khamenei appears to be taking a more active role as negotiations between the two countries continue following an April 8 truce. Iran's Supreme Leader Regains Visibility Testifying before the US’s Senate Foreign Relations Committee on Tuesday, Rubio said there are signs that Mojtaba Khamenei, who has not been seen publicly since US air strikes killed his father and predecessor on the first day of the war, is alive and more deeply engaged in the country’s affairs. Rubio stated that Khamenei's communications have been in writing and through intermediaries. The US diplomat indicated that there are indications Khamenei is increasingly engaging at some level. The Data Analysis Rubio’s remarks come as Tehran is reviewing the latest version of a US proposal aimed at ending the war, which US President Donald Trump reportedly tightened the terms of in recent days. Iran’s semi-official Mehr news agency cited a source close to the country’s negotiating team as saying Tehran is still studying the latest proposal and has not communicated with the US in several days. The official stressed Iran was taking a “stern” approach given what it sees as US non-compliance with the ceasefire and general mistrust. The Impact Analysis The US-Israel war on Iran that began on February 28 has killed thousands of people, mainly in Iran and Lebanon. It has caused global pain by pushing up energy prices since Iran effectively closed the Strait of Hormuz, which previously carried about a fifth of global supplies of oil and liquefied natural gas. The continuing Israeli attacks in Lebanon have become a major point of contention for Iran, which insists a full ceasefire in Lebanon must be part of any agreement with Washington. The Prediction “There is the prospect before us, which could happen today, it could happen tomorrow, it could happen next week,” Rubio added. He also stated that sanctions relief would only come after significant concession on the nuclear programme and the enriched uranium. Iran’s parliament speaker and chief negotiator, Mohammad Bagher Ghalibaf, said he told Lebanon’s Parliament Speaker Nabih Berri if Israel’s “aggression against Lebanon continues”, Tehran “will not only halt the path of negotiations” with the US, “but we will also be in direct confrontation with the enemy.”

The LeadGoogle announced on Tuesday that Android is launching fake call detection to protect against AI deepfake impersonation scams. The feature is rolling out globally in Phone by Google to Android 12+ devices this month, starting with Pixel devices.The Digital Defense Against Deepfake ScamsAs people increasingly refuse to answer calls from unknown numbers, scammers are shifting their tactics by spoofing trusted phone numbers and using AI deepfake technology to sound like authority figures, family members, or employers. For example, a person may receive a phone call showing the caller ID "Mom," and the voice may sound exactly like her, but the caller is actually a scammer using AI tools to impersonate her and request money for a fake emergency.The Technology Behind Fake Call DetectionThe new feature is on by default and works automatically behind the scenes. Google explains that the new feature works kind of like a "digital handshake between devices." When a contact calls you, and you're both using Phone by Google, their phone sends a silent confirmation signal to your device to verify the call is legitimate and actually coming from their phone."If a scammer tries to impersonate your trusted contact, that initial confirmation signal will be missing," Google explained in a blog post. "Your device will instantly notice this and ping your contact's actual device to double-check. If their real device says, 'I'm not making a call right now,' you'll get a warning on your screen advising you to hang up immediately."The Industry's Response to AI Impersonation ThreatsThe tech giant notes that it built this feature on top of Rich Communication Services (RCS), making it possible for other apps and companies to adopt the technology. This development comes as AI-generated content becomes increasingly sophisticated and accessible, raising concerns about its potential misuse in scams and misinformation campaigns.The Future of Call AuthenticationGoogle's fake call detection represents a significant step in addressing the growing threat of AI-powered impersonation scams. As these technologies become more prevalent, we can expect to see more authentication features being developed across communication platforms. The adoption of RCS as a foundation for this technology suggests that call authentication may become a standard feature in future communication protocols.

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.

Anthropic Scales AI Vulnerability Detection Globally Anthropic is taking a significant step in enhancing global cybersecurity by expanding Project Glasswing, its initiative to find and fix critical software vulnerabilities using AI. The expansion includes about 150 new organizations across more than 15 countries. The Power of Claude Mythos At the heart of Project Glasswing is Anthropic's Claude Mythos, touted as the company's most powerful AI model yet. Claude Mythos can identify thousands of zero-day vulnerabilities over several weeks. In early April, Anthropic provided 50 initial partners, including the U.S. government, with access to Claude Mythos Preview to scan their codebases for vulnerabilities and security flaws. Expanded Access and Global Reach The list of organizations with access to Mythos now covers critical industries such as power, water, healthcare, communications, and hardware. These sectors were underrepresented in Anthropic's initial cohort. Many of the newly included organizations maintain codebases relied upon by other organizations and governments. Financial Impact and Security Implications A successful attack on the codebase of these organizations could have catastrophic effects, potentially impacting more than 100 million people and having significant ramifications for both global and national security. Countries and Organizations Involved Countries: Australia, Canada, France, Germany, Italy, Switzerland, the Netherlands, Spain, Belgium, Sweden, India, Japan, New Zealand, and South Korea. Organizations: Okta, Samsung, SK Hynix, SK Telecom, NATO, and the EU's cybersecurity agency ENISA. The Future of AI in Cybersecurity Anthropic expects other AI companies to soon develop models as capable as Mythos Preview. This expectation is driving the firm to establish safeguards within Project Glasswing. The move comes as rival OpenAI has released its own cybersecurity-focused model, GPT-5.5-Cyber, for testing with a large group of partners.

The Lead The UK government's plans to ban zero-hours contracts have faced criticism from both unions and employers. The proposed rules, set to come into force next year, would require employers to offer staff a contract guaranteeing a minimum number of hours each week based on their regular working hours. Government's Preferred Option Under the government's preferred option, businesses would determine a worker's regular hours over a 12-week reference period. The government has suggested that workers would be guaranteed between eight and 20 hours a week. The Data Analysis More than 1 million people in the UK are working on a zero-hours contract basis, where a worker is not guaranteed a minimum number of working hours. This affects areas ranging from working in pubs and restaurants to warehouses and hospitals. The Impact Analysis Unions have expressed disappointment that the government is only guaranteeing a minimum of 20 hours a week, which could be less than half the regular working hours of some currently on zero-hours contracts. Employers have warned that over-regulation could put jobs at risk, especially for young people who are already facing an employment squeeze. The Prediction The changes are part of Labour's Employment Rights Act, which came into law late last year. The package of workers' rights faced significant opposition from the Conservatives and business groups. The government is consulting on the details to ensure the reforms work in practice and guard against unintended consequences.

Immediate Breach of Proposed De-escalationHours after US President Donald Trump announced a breakthrough de-escalation agreement, the conflict on the ground raged on. Israeli strikes across southern Lebanon resulted in the deaths of at least five people, underscoring the immense challenge of enforcing peace in a deeply fractured region. Neither the Israeli government nor the Iran-aligned group Hezbollah had publicly accepted the terms at the time of the attacks.Ground Realities and Strategic StrikesThe Lebanese National News Agency (NNA) reported multiple targeted attacks that immediately tested the proposed truce. Two Syrian workers were killed at a plant nursery in Jebchit, while drone strikes targeted vehicles and motorcycles in Toul, Ansar, and Nabatieh. These strikes occurred parallel to Israeli troops consolidating control over strategic positions, such as the 900-year-old Beaufort Castle, which was seized by Israeli forces recently. Meanwhile, the Israeli military reported intercepting two projectiles crossing from Lebanon into northern Israel.Mounting Human Cost and Military CasualtiesThe continued tit-for-tat violence has resulted in staggering casualties, reflecting the intensity of the recent escalation that began when Hezbollah entered the fray on March 2. The data illustrates a devastating toll on both sides of the border:Lebanese casualties: At least 3,433 people killed in Lebanon since March 2.Israeli military losses: 27 soldiers killed since early March, including two recently near the strategic Beaufort Castle position.Recent strikes: 5 individuals killed in the latest wave of Israeli attacks within hours of the ceasefire announcement.Geopolitical Friction and the Iran FactorThe immediate violation of the proposed truce threatens to derail broader diplomatic efforts. President Trump's announcement claimed an agreement to halt strikes on Beirut's southern suburbs in exchange for Hezbollah ceasing fire into Israel. However, the reality on the ground shows a complex theater of war where Hezbollah continues to target what it calls occupying troops in southern Lebanon. Furthermore, this localized conflict is deeply entangled with the broader US-Iran tensions. Tehran, which was drawn into the conflict following the killing of its supreme leader, has reportedly halted engagement with Washington due to Israel's offensive in Lebanon.Outlook for the US-Hosted NegotiationsAs military delegations prepare for a fourth round of US-hosted security talks between Israel and Lebanon, the trajectory of this conflict remains highly volatile. Unless both parties formally commit to the terms discussed by Trump and establish a robust enforcement mechanism, the April ceasefire agreement will remain merely diplomatic rhetoric. The coming days will be critical in determining whether the upcoming negotiations can override the kinetic realities on the ground, or if the region will plunge deeper into a multi-front war.