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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.

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.

Executive Summary: Davis’s Unconventional GeniusThe centennial reflection on Miles Davis underscores that his lasting influence stems not from dazzling technique but from a deliberate, lyrical restraint that redefined jazz’s creative boundaries.Reevaluating Davis’s Musical Choices and TechniqueEarly recordings with Charlie Parker reveal Davis struggling through rapid chord changes, prompting a shift toward a gentler, more melodic approach. This evolution blossomed in collaborations with arranger Gil Evans, evident in Birth of the Cool, Miles Ahead, Porgy and Bess, and Sketches of Spain, and later in his quintets with John Coltrane and Wayne Shorter.Adopted a restrained style to compensate for technical gaps.Leveraged lyrical phrasing to create a distinct voice.Integrated the flugelhorn, expanding tonal palette.Why Davis’s Approach Reshapes Jazz PerceptionBy treating jazz as a platform for continual innovation rather than a static tradition, Davis broke stylistic barriers. His flugelhorn work, praised by figures like Sir Michael Tippett and performed alongside the London Symphony Orchestra, illustrates how his sound transcended genre divisions.Future Reverence for Davis’s LegacyAs new generations discover his recordings, the emphasis on creative intelligence over technical fireworks is likely to inspire musicians to prioritize originality. The Guardian’s commentary suggests that Davis’s model will remain a benchmark for artistic evolution in jazz and beyond.

The U.S. Trade Representative Jamieson Greer announced a proposed 25% tariff on a range of Brazilian imports, citing alleged unfair trade practices such as digital trade violations and illegal deforestation.Details of the Proposed 25% Tariff and Its ScopeThe tariff would be imposed under Section 301 of U.S. trade law, which allows sanctions for perceived violations of trade agreements.Exemptions include beef, coffee, rare earths, other metals, energy, and aircraft parts.The investigation began in July and targets issues like illegal deforestation, ethanol market access, and anti‑corruption enforcement.Public comments are accepted from Thursday until July 1, with a hearing in Washington on July 6.Trade Numbers Highlight Surplus Despite Tariff PushIn March, Brazil imported $3.3 bn of U.S. goods versus exporting $2.9 bn, yielding a $420 m U.S. trade surplus.Last year a 50% tariff was imposed on many Brazilian products; the new plan replaces it with a uniform 25% rate, except for the listed exemptions.The U.S. recently reduced tariffs on select aluminium, copper, and steel from 25% to 15%, set to expire in December 2027.Potential Economic and Political Ripple Effects for Brazil and the U.S.Brazilian sectors such as agriculture, mining, and aerospace could face higher costs, potentially feeding into domestic inflation.U.S. exporters may see limited gains due to the existing trade surplus and the exemptions for high‑value commodities.Political tensions are rising: President Luiz Inácio Lula da Silva's recent Washington visit did not ease frictions, and the U.S. State Department has labeled two Brazilian criminal gangs as “terrorist organisations.”Critics, including Rachel Ziemba of the Center for a New American Security, warn the tariffs could add modest inflationary pressure.What Comes Next: Comment Period, Hearings, and Future Trade PolicyStakeholders can submit written comments until July 1; the administration may adjust rates or exemptions based on feedback.A public hearing on July 6 will provide a forum for industry and advocacy groups to voice concerns.Analysts expect this tariff to be the first of several replacements for the IEPPA‑based national‑security tariffs, signaling a shift toward Section 301 mechanisms.Future developments may include additional tariffs on other countries under investigation, such as China and Vietnam.

The Horn of Africa's Plea for Reconciliation The Horn of Africa, a region already fraught with conflict and tension, requires a path towards reconciliation rather than the establishment of new borders. This call comes at a time when the region is grappling with complex geopolitical dynamics and historical grievances. Understanding the Region's Challenges The Horn of Africa, comprising countries such as Somalia, Ethiopia, Eritrea, and Djibouti, has long been a hotspot for territorial disputes, political instability, and armed conflicts. These issues have often been fueled by colonial legacies, territorial claims, and ethnic tensions. The Case for Reconciliation Reconciliation offers a pathway to sustainable peace and stability. It encourages dialogue and understanding among different ethnic and political groups. This approach can help in addressing the root causes of conflicts, such as historical injustices and territorial claims. The Dangers of New Borders The creation of new borders can exacerbate existing tensions and lead to further fragmentation. It may result in more conflict zones and displaced populations. New borders can also complicate regional trade, economic cooperation, and humanitarian aid delivery. A Path Forward Moving forward, the international community, along with regional leaders, must prioritize dialogue and reconciliation efforts. This includes: Supporting peacebuilding initiatives and negotiations. Promoting economic development and cooperation. Fostering a culture of understanding and tolerance among diverse groups. By choosing the path of reconciliation, the Horn of Africa can move towards a more stable and peaceful future.

The New Executive Order on AI Oversight President Donald Trump signed an executive order on Tuesday designed to give the government a chance to review powerful AI models before they are released. The order asks certain AI companies to voluntarily submit their new models to the government for testing or evaluation 30 days before releasing the products to the public. Industry Pushback and Changes A previous draft of the order had called for a voluntary review up to 90 days in advance, though AI industry insiders had pushed for something closer to a two-week window. Trump had been slated to sign the more demanding version of the order in late May, but delayed after industry pushback, including from venture capitalist and former White House AI czar David Sacks. Key Provisions and Limitations The order states that "Nothing in this section shall be construed to authorize the creation of a mandatory governmental licensing, preclearance, or permitting requirement for the development, publication, release, or distribution of new AI models, including frontier models." Trump had planned to sign the EO with a bevy of Silicon Valley's top CEOs in attendance but ended up signing the current version privately. Additional Enforcement Measures In addition to the voluntary governmental AI model review, the EO directs the Department of Justice to treat crimes like AI-assisted hacking and unauthorized access as a high-priority enforcement area. Context and Previous Actions This isn't the president's first EO on AI. Last December, Trump signed an order directing the development of "one rulebook," or a national AI policy framework, intended to preempt state AI laws.

President Donald Trump signed an executive order on June 2, 2026 establishing a voluntary framework for early government review of powerful new AI models. The order aims to bolster national security by giving agencies a chance to vet AI systems before they reach the market, marking a departure from the administration’s earlier deregulatory stance.Executive Order Introduces Voluntary Early‑Access Review for AI ModelsThe order asks technology companies to submit their latest AI models to the federal government for a voluntary review up to 30 days prior to public launch. While it stops short of mandating compliance, it reflects pressure from hard‑line supporters for stricter oversight and from industry advocates for a lighter touch.Scope and Timeline of the Voluntary Review Framework30‑day pre‑release review window for participating firms.Voluntary participation, though the administration encourages broad adoption.Key agencies involved: National Security Agency (NSA), Department of Defense (DoD), and the Department of Treasury for vulnerability testing.Existing agreements already cover OpenAI, Anthropic, Microsoft, Google DeepMind, and xAI; the new order expands the approach to all AI developers.Implications for AI Governance and National SecurityThe framework is intended to mitigate risks from advanced models such as Anthropic’s Mythos, which possesses sophisticated cybersecurity capabilities. By granting agencies early insight, the government hopes to identify potential exploits that could threaten critical infrastructure like hospitals and banks. Critics warn that even voluntary sharing could set precedents for future mandatory controls and raise free‑speech concerns.Future Trajectory of U.S. AI Regulation Under TrumpAnalysts anticipate that the administration will continue to tighten AI oversight, potentially moving from voluntary to mandatory reviews if security threats intensify. The order also directs hiring of additional cybersecurity and AI experts, suggesting a longer‑term institutional commitment. Upcoming legislative battles may focus on balancing national security with industry innovation and civil‑liberties protections.