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.

The Opposition to Crypto in 401(k) Plans Congressional Democrats are strongly opposing a US Department of Labor proposal that would allow 401(k) investments to include cryptocurrency, private credit and private equity assets, arguing the change will expose workers to riskier and more complex investments. The Risks of Volatile Assets In a letter shared exclusively with the Guardian, Senator Bernie Sanders, Senator Elizabeth Warren and House education and workforce committee ranking member Bobby Scott of Virginia, argued the rule would expose an estimated $14.2tn of 401(k) retirement savings to volatile assets and would probably not withstand a challenge in court. The proposed rule could expose workers to higher fees and erode their long-term returns. These high-risk assets can experience extreme volatility. The Data Analysis The Financial Industry Regulation Authority (Finra) cautions that crypto investments “have experienced higher levels of volatility relative to more traditional investment assets” and “the risk of losing all of your investment is significant”. The FBI reported cryptocurrency fraud complaints comprise some of the highest losses for Americans among cyber-enabled fraud, with over $11bn in losses reported in 2025. The Impact Analysis Consumer advocates argue the proposed rule only puts retirement savings accounts at higher risk while benefiting the crypto industry. “Opening 401ks to these products risks turning workers’ retirement savings into a Ponzi-like scheme that throws a lifeline to an industry scrambling for fresh cash,” Oscar Valdés Viera, a senior policy analyst at consumer advocacy group Americans for Financial Reform, said in a statement. The Prediction Democrats flagged Trump’s ties to the crypto industry and the conflict of interest it could present to the proposal. Trump’s adult sons have been managing the family’s crypto business, which includes a new Trump-based digital currency, as he carries out his second term in the White House. The ventures in crypto have potentially raised as much as $5bn for the family after the launch of its digital currency in September, according to the Wall Street Journal.

The Lead: Hollywood Legend Embraces AI for Creative ProcessMartin Scorsese, one of the world's most acclaimed living directors, has signed on as a partner and adviser to AI image-generation startup Black Forest Labs, marking a significant development in the entertainment industry's relationship with artificial intelligence. The partnership comes as Hollywood's once-fierce resistance to AI technology begins to soften, with Scorsese using the technology specifically for storyboarding purposes.The Event Details: Scorsese's Strategic AI AdoptionAccording to The New York Times, Scorsese will utilize Black Forest Labs' technology to enhance his creative workflow. The legendary director, known for meticulous planning and visual storytelling, explained that after 70 years of creating his own storyboards, the AI tool helps him communicate his vision to cinematographers and production designers far faster and more efficiently.This partnership represents a selective embrace of AI technology by Scorsese, who is applying it to a specific aspect of filmmaking rather than replacing core creative functions. The director's statement to the Times emphasizes that the technology serves as an enhancement to his existing creative process rather than a replacement for human artistic judgment.The Data Analysis: Black Forest Labs' Rising ValuationBlack Forest Labs, despite its unconventional location in Freiburg, Germany (rather than the typical tech hub of San Francisco), has established itself as a significant player in the AI space. The 70-person company powers image features inside major tech platforms including Adobe, Canva, Microsoft, and Meta.The startup's valuation stands at $3.25 billion, reflecting strong investor confidence in its technology. Notably, Black Forest Labs was founded by the team behind Stable Diffusion and has attracted investment from BroadLight Capital, co-founded by Scorsese's talent manager, Rick Yorn. This financial backing underscores the growing intersection of traditional entertainment industry figures and cutting-edge AI technology.The Impact Analysis: Hollywood's Shifting Stance on AIScorsese's partnership with an AI company arrives at a pivotal moment for Hollywood's relationship with artificial intelligence. The entertainment industry has historically expressed significant concerns about AI's potential impact on creative jobs, intellectual property rights, and the authenticity of artistic expression.However, this development indicates a gradual softening of resistance, with industry leaders beginning to explore controlled applications of AI technology. Scorsese's selective use of AI for storyboarding represents a middle ground—adopting specific technological benefits while maintaining creative control. This approach could serve as a model for other filmmakers navigating the complex landscape of AI integration in the arts.The industry's reaction to this partnership remains mixed, with some expressing concern about broader implications despite the limited scope of Scorsese's application. This ambivalence reflects the ongoing tension between technological innovation and artistic tradition in Hollywood.The Prediction: Future of AI in EntertainmentAs more established figures like Scorsese begin to engage with AI technology in controlled environments, we can expect to see a gradual normalization of AI tools in specific aspects of filmmaking. The storyboarding application pioneered by Scorsese could expand to other pre-production processes, potentially revolutionizing how directors visualize their projects.However, broader adoption of AI in creative roles will likely continue to face resistance, particularly as concerns about job displacement and artistic authenticity persist. The entertainment industry may develop a tiered approach to AI integration, with certain applications embraced while others remain restricted.Scorsese's partnership with Black Forest Labs may mark the beginning of a new era where Hollywood's most respected figures guide the development of AI tools that respect artistic integrity while enhancing creative possibilities. This balanced approach could ultimately determine whether AI becomes a collaborative partner in entertainment or remains a controversial disruptor.

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 Launch of Microsoft Scout Microsoft has introduced Scout, a new AI assistant inspired by OpenClaw, aimed at integrating into the Microsoft 365 ecosystem. This assistant is built on the OpenClaw framework, offering a persistent identity and style that users can customize. How Scout Operates Users can name their Scout instance and provide ongoing feedback for task automation. Scout is designed to adapt to user needs, creating a personalized experience. It operates across desktop, web browser, and cloud, ensuring easy connectivity to various systems. Features and Security Comes with prepackaged skills for tasks like calendar management and meeting agendas. Users can develop custom skills, enhancing the assistant's capabilities over time. Includes a built-in policy conformance system for security and audit trails. Availability and Integration Scout is available through Microsoft's Frontier program and requires a GitHub Copilot subscription. It is part of Microsoft's broader AI product launches, including Project Solara and updates to Copilot. The Future of AI Assistants With Scout, Microsoft aims to create a sticky AI tool that improves with user investment. The customization loop and security features are designed to make Scout a valuable and trustworthy assistant in the Microsoft 365 ecosystem.

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.

Lead: Microsoft Offers Developers a Unified Way to Govern AI AgentsMicrosoft unveiled an open‑source standard called Agent Control Specification (ACS) that gives developers a consistent, granular method to dictate what AI agents can and cannot do across diverse environments.What Is the Agent Control Specification and How It WorksACS lets compliance, security, and development teams author policy files that define:Permitted actions and prohibited behaviorsHuman‑in‑the‑loop approval pointsLogging requirements for audit trailsThese policies are evaluated at multiple interception points—before input, before tool calls, after tool results, and before the final response—ensuring the agent stays within defined guardrails.Why Consistent Guardrails Matter for Enterprise AI DeploymentsCurrent approaches—system prompts, custom code checks, or ad‑hoc classifiers—often result in fragmented controls that are hard to audit and reuse. ACS addresses this by:Providing a single, portable policy file that travels with the agent across frameworksEnabling reusable governance across LangChain, OpenAI Agents SDK, Anthropic Agents SDK, AutoGen, CrewAI, Semantic Kernel, Microsoft.Extensions.AI, and other toolsAllowing policies to block, redact, or request human approval for specific actionsFuture Outlook: Adoption Across Frameworks and Potential Industry ShiftWith ACS shipping as an SDK and plug‑ins for the most popular AI development stacks, Microsoft aims to set a de‑facto standard for AI agent governance. Broad adoption could lead to:Reduced risk of tool misuse and cascading failures in production AI workflowsSimplified compliance audits for regulated industriesGreater confidence among enterprises to deploy autonomous agents at scaleAs more organizations prioritize responsible AI, the success of ACS may influence other cloud providers and open‑source communities to develop compatible specifications, shaping a more secure AI ecosystem.

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.