Breaking AI & Tech News Analyzed

Mark Carney, Canada’s prime minister, called for a renewed US‑Canada partnership in a New York speech, framing it as a way to “help make America great again” and to boost Canada’s strategic autonomy ahead of the USMCA review.Carney Proposes a “True Partnership” in New York SpeechSpeaking in New York on Thursday, Carney said the two nations need a “true partnership” that re‑imagines cooperation in sectors under intense global competition. He argued that diversification away from the United States must be balanced with deeper collaboration on shared challenges.Trade Numbers Highlight Canada’s Strategic ValueCarney backed his call with striking statistics that underscore Canada’s importance to the U.S. economy:Canadian aluminium exports to the U.S. equal the energy output of 10 Hoover dams.Canada supplies 99% of U.S. natural‑gas imports, 85% of electricity imports and 60% of crude‑oil imports.Canada is the United States’ biggest customer for automobiles, outpacing China, Japan and Germany combined.Canada holds vast reserves of potash, nickel, copper and uranium, critical for food security, defence and AI‑driven energy demand.Implications for North American Trade and GeopoliticsThe speech signals a shift from confrontational rhetoric—exemplified by former President Donald Trump’s trade war and talk of annexation—to a strategic alignment that could reshape North‑American supply chains. By positioning Canada as a reliable source of critical minerals and energy, Carney aims to reduce U.S. vulnerability to “weaponised integration” and to counteract the “American hegemony” narrative he raised at Davos.What the Next USMCA Review Could Mean for Bilateral TiesThe mandatory USMCA review in July will test whether the proposed partnership can translate into concrete policy changes. If Canada’s proposals on aluminium, steel, automotive integration and critical minerals are embraced, the agreement could evolve into a deeper economic bloc, strengthening both nations’ competitiveness against China and other global rivals. Conversely, a failure to reach consensus may reignite tariff disputes and weaken the “strategic autonomy” Carney seeks.

The EU's Strategic Pivot on ChinaEU commissioners are convening this Friday for high-stakes talks aimed at imposing new restrictions on imports from China. The meeting is driven by growing concern that Beijing's industrial overproduction is fueling conditions for US-style rust belt towns across Europe, effectively creating a 'China Shock 2.0' that mirrors the economic disruption seen in the US a quarter-century ago. Addressing 'China Shock 2.0'The scope of the crisis is unprecedented, with commissioners from all 27 member states reviewing portfolios ranging from trade and agriculture to defense, health, and digital initiatives. While no final decisions are expected on Friday, the gathering serves as a critical alignment exercise to address the systemic overproduction in China that is flooding the European market. The Economics of ProtectionismThe core issue driving these talks is the severe price disparity between local and imported goods. Sources indicate that Chinese imports are entering the EU at a cost sometimes up to 40% cheaper than locally produced alternatives. This price gap is forcing EU factories to cannibalize their own domestic market, a trend industry leaders warned earlier this month would undermine European manufacturing. Defensive Measures and Future LegislationTo counter this economic pressure, the EU is exploring a range of protective tools. Experts suggest that quotas and tariff rate quotas could be introduced as faster alternatives to traditional tariffs, specifically targeting sectors like hybrid cars and chemical components. Additionally, the EU is considering utilizing its never-before-used anti-coercion instrument and legislation such as the cybersecurity act 2.0 to block the procurement of specific Chinese products. A Calculated Response to BeijingLooking ahead, the EU faces a delicate balancing act. While experts like Ignacio García Bercero argue the bloc must show it is prepared to act tough, they also emphasize the necessity of maintaining engagement with China to ensure mutual respect. With China viewing market access to the EU as existential, analysts predict Beijing will fight back hard against any restrictions, potentially leading to retaliatory measures that the EU must be prepared to weather.

The US Strikes on Bandar Abbas The United States has carried out strikes near Bandar Abbas, the second attack in less than a week on Iran’s strategically important port city, escalating tensions around the Strait of Hormuz despite a fragile ceasefire that has been in place between Washington and Tehran since April 8. Details of the Attack Reuters and The Associated Press, quoting unnamed US officials, reported that US forces shot down four Iranian drones and struck a ground control station for drones on Wednesday in Bandar Abbas. The strikes followed explosions in Bandar Abbas on Tuesday. Iran’s Ministry of Foreign Affairs accused Washington of violating the ceasefire through “aggressive acts” in Hormozgan province, where the port city is located. Significance of Bandar Abbas Bandar Abbas, home to key Iranian naval forces, occupies one of the most strategically sensitive positions in the Gulf. Its location on the Strait of Hormuz has made it central to both Iran’s military position and the wider confrontation with the US. Bandar Abbas lies on Iran’s southern coast, on the northern side of the Strait of Hormuz, the narrow waterway linking the Gulf to the Gulf of Oman and Arabian Sea. The city had a population of more than 526,000 people at the time of Iran’s 2016 census. Military Significance Bandar Abbas is the headquarters of both Iran’s conventional navy and the naval arm of the Islamic Revolutionary Guard Corps (IRGC). The conventional navy has used it as its base since 1977 when Iran moved much of its fleet from Khorramshahr at the western edge of Iran’s Gulf coastline, to Bandar Abbas, transforming the city into the country’s main southern naval command centre. According to the Middle East Institute, the IRGC navy later relocated its headquarters from Tehran to Bandar Abbas to improve operational control along the Strait of Hormuz. Economic Importance The Strait of Hormuz is not just a military chokepoint but also an economic lifeline. Analysts estimated that more than 90 percent of Iranian crude shipments transit through the strait. That makes Bandar Abbas and nearby Gulf infrastructure critical to government revenues, including the trade networks that help Iran circumvent sanctions, particularly by exporting oil to China. Impact on Peace Negotiations Diplomatic and military operations are unfolding simultaneously as Iran and the US have exchanged a volley of proposals and counterproposals for peace since the ceasefire began. “This is unfolding on parallel tracks. There is a military track and a negotiating track all unfolding at the same time,” said Samir Puri, a visiting lecturer in war studies at King’s College London. “The negotiators can only present the leverage they have from the field of battle.

The Rise of Recursive Self-Improvement in AIThe word "recursion" is the latest buzzword in AI circles. Two separate startups have taken on the name, and many more have started referencing recursive self-improvement (RSI) in their roadmaps. Like AGI before it, RSI has become a three-letter byword for a cataclysmic AI takeoff – even if there's still a little disagreement about what it exactly means.In basic terms, RSI refers to an AI system that can continuously upgrade itself. Once AI systems can manage the upgrade cycle better than humans, the process can become a closed loop, limited only by the compute power they can access, and humans are no longer necessary or even helpful.Scary or not, that's a vision that a lot of AI labs are eager to chase.Key Players Pursuing Recursive SystemsEarlier this month, well-known AI researcher Richard Socher launched the aptly named Recursive Superintelligence with RSI as an explicit goal. "Our main focus is to build truly recursive, self-improving superintelligence at scale," Socher told TechCrunch at launch, "which means that the entire process of ideation, implementation, and validation of research ideas would be automatic."A number of other prominent researchers are already chasing that same goal, hoping for a breakthrough that will make recursive self-improvement possible.One of the most prominent is Andrej Karpathy, a legendary figure from Tesla and OpenAI, who is using agent swarms to train LLMs on simple tasks for a project he calls Auto-Research. Karpathy has been unusually open about the project, tweeting about milestones regularly and making the building blocks available through a public GitHub repo. So far, the work has mostly been confined to making minor improvements on a GPT-2 scale model — as Karpathy noted in March, "It's not novel, ground-breaking 'research' (yet)" — but it's been enough to convince lots of other researchers to follow the RSI dream. And with Karpathy now working on pre-training at Anthropic, he will have plenty of opportunity to apply the idea at a larger scale.Adaption — founded by Cohere and Google alum Sara Hooker — recently launched a similar tool called AutoScientist in an effort to automate frontier training. Like Karpathy's auto-researchers, the system trains agents to make incremental improvements — but for Adaption, the goal is to make it easier to train a full-scale frontier model. If those same researchers start to push the frontier forward, the system could quickly spiral into something very much like RSI.Disarray founder Doris Xin drew more specific RSI interest when her self-trained machine learning agent took home 28 medals in a recent Kaggle competition, beating out many human-trained agents. As she sees it, the major challenge is reliability."I would argue, given infinite compute and infinite time horizon, we are already there," Xin told me. "I want to make an argument that this is not a creative endeavor, really. It's just a lot of meat-and-potatoes engineering."The Current State of Self-Improving AIThere's also plenty of evidence that the AI industry isn't very close to recursive systems in any meaningful way — and is still grappling with talking to a wary public about its progress. So Google CEO Sundar Pichai basically admitted in a recent podcast interview."It's a continuum, and we are all definitely making progress," Pichai said. "But in the way people describe RSI, that would represent a next level of acceleration and would have a lot of implications, but we aren't quite there yet."But the continuum includes an awful lot of self-improving AI systems.In January, one of Anthropic's lead programmers for Claude Code estimated that "close to 100%" of his team's code was written by the tool — a frank admission that Claude Code was literally writing itself.Just because engineers are using an AI tool doesn't mean the tool can replace them — but Anthropic seems to be getting close to replacing engineers too. In a recent survey tied to the Mythos preview, five out of 18 Anthropic engineers believed that, with harness improvements, this version of Mythos could soon substitute for an L4 engineer — a midlevel programmer who can take on involved projects without supervision.Still, there were some of the same weaknesses you might expect."Some of Claude's major reported weaknesses compared to an L4 include: self-managing week-long ambiguous tasks, understanding org priorities, taste, verification, instruction-following, and epistemics," the report reads.In other words, its weaknesses are everything involved with self-direction, which is the cornerstone for RSI. But sure, for everything else, Claude is ready to step right in.Expert Perspectives on RSI TimelinesJust like the AGI term before it, the AI industry also can't tell us how far away it is from showcasing a meaningful recursive system. When Georgetown's Center for Security and Emerging Technology assembled a group of experts to study RSI last year, the group found a major split in assessments — some expecting an imminent "superintelligence" style explosion while others expected slower progress and an eventual plateau. But all agreed that recursion made the future especially difficult to predict.Helen Toner, director of CSET and a former board member at OpenAI, told TechCrunch that simply using AI tools to do AI research isn't enough to qualify as RSI. "They're just using AI for as much as they can," Toner told TechCrunch. "And I think that is different from the classic definition of RSI, which is really that there are no humans needed."Toner pointed to a recent post by METR's Ajeya Cotra, which distinguishes different milestones on the path to the AI research takeover. One step, which Cotra calls "adequacy," would come when the system can still perform research after all humans are removed — even if the resulting research isn't as valuable or efficient. "Parity" comes when an AI-only system is as good at research as a human-only system. "Supremacy," the final stage, comes when an AI-only system outperforms a collaborative system between humans and AI.Ultimately, Cotra concludes that AI is very close to the adequacy threshold of being able to produce some work on its own — similar to the incremental changes made by Karpathy's Auto-Research system. "I wouldn't be totally shocked if you told me this milestone had already passed, and I expect it to happen in the next couple years," Cotra wrote.She was less clear on when parity will come, but once it does, she thinks it would "massively accelerate the pace of AI progress, leading to AI research supremacy within another year."The Challenges Ahead for Recursive AIWith so much of AI built on scaling laws, there's a strong tendency to think RSI will follow the same curve. Toner thinks that many of those pursuing AI research and development via RSI "think of it as a pretty smooth ladder, where you can just keep scaling up."But even if AI researchers are able to make incremental improvements like Karpathy's auto-researchers, there will be larger challenges in handing off the whole process of research. Toner put it in terms of the history of computing, which has seen human beings handing off more and more of the process while still directing things from the top."We went from machine languages to assembly language and compiled languages; you're getting further and further from the guts of the computer," Toner said. "But the human is still, in some intuitive sense, running the show."Moving beyond that paradigm will take significant challenges, both in engineering and alignment. But even with the massive investments happening, there's no infinite compute available — and the basic trade-off between human labor and machine intelligence will be hard to overcome.The Future of Recursive Self-ImprovementAs for a total recursive AI system of apocalyptic visions? The only thing researchers essentially agree on is that, like AGI, it's not here yet.

Anti‑immigrant anger is reaching a new peak in South Africa as municipal officials ordered the removal of makeshift camps that housed thousands of migrants, leaving them exposed on public streets. The move has ignited protests, a surge in xenophobic incidents, and a heated debate over the nation’s immigration policy. Escalating Xenophobic Tensions After Forced Evictions City councils in Johannesburg and surrounding townships issued eviction notices this week, citing health and safety concerns. Residents of the cleared camps report being given less than 24 hours to vacate, with many forced to sleep on sidewalks or in overcrowded shelters. Evictions began on 2026-05-25 across three major informal settlements. Local NGOs estimate that over 5,000 migrants were displaced. Community leaders claim the actions were taken without adequate consultation. Limited Data Highlights a Growing Crisis Official statistics on the displacement are scarce, but available reports point to a sharp rise in xenophobic activity: The South African Police Service logged a noticeable uptick in hate‑crime complaints in the past month. Human‑rights groups note an increase in verbal and physical attacks targeting foreign nationals. Economic analysts warn that prolonged unrest could deter foreign investment. Political Fallout and Social Cohesion at Risk The government’s response has split opinion. While some politicians defend the evictions as necessary for public order, opposition parties and civil‑society groups accuse the administration of stoking xenophobia. President Cyril Ramaphosa called for “orderly migration management” but avoided direct criticism of local authorities. Opposition leader John Steenhuisen demanded an immediate halt to evictions and a review of immigration policy. International bodies, including the UN, have urged South Africa to uphold the rights of migrants. Potential Policy Shifts and International Scrutiny Analysts predict that sustained pressure could force the government to adopt a more coordinated approach: Implementation of a national framework for temporary housing of displaced migrants. Increased funding for community‑integration programs to mitigate xenophobic sentiment. Possible sanctions or aid reductions from foreign partners if human‑rights violations continue. Until concrete measures are taken, the risk of further unrest remains high, and South Africa’s reputation as a regional hub for trade and tourism could suffer.

The conflict between the US and Iran has entered a critical phase, with a fragile ceasefire shattering into direct military exchanges near the Strait of Hormuz. The exchange of fire highlights the deepening strategic deadlock and the high stakes involved in the ongoing negotiations.Escalation Near the Strait of HormuzThe Islamic Revolutionary Guard Corps (IRGC) launched a counterattack at 4:50 am local time, targeting an American air base in response to a US strike on a location near Bandar Abbas Airport. The US military confirmed shooting down four Iranian attack drones and striking a ground control station preparing to launch a fifth drone. This marks the third direct engagement since the ceasefire was announced, raising serious questions about the durability of the truce.Market Volatility and Oil Price ReboundGeopolitical tensions have directly impacted global markets. Following a 5% drop in oil prices on Wednesday, US crude futures rebounded by more than 3% on Thursday. Concurrently, US stocks fell and the dollar rose, signaling investor anxiety regarding the stability of energy supplies and trade routes.Trump's Diplomatic Deadlock and ThreatsPresident Donald Trump rejected a report suggesting a compromise deal with Tehran, specifically denying claims that the US would lift sanctions or allow joint management of the Strait of Hormuz by Iran and Oman. Trump characterized the waterway as international waters and issued a stark warning to Oman, stating, "They understand that, they’ll be fine," implying military consequences if they do not comply.The Inevitability of a DealExperts suggest that despite the rhetoric, a resolution is becoming increasingly likely. Doug Bandow of the Cato Institute argues that Trump has inadvertently empowered Iran by closing the strait and is unwilling to risk US ships to reopen it. Consequently, analysts believe Trump is in a "very difficult position" where he will likely be forced to negotiate a settlement to Iran's satisfaction to avoid further escalation.

The Trademark Battle Between Outdoor Gear and Drag ActivismPatagonia, the renowned outdoor clothing company, has launched a trademark lawsuit against environmental drag queen Pattie Gonia (real name Wyn Wiley), accusing the activist of attempting to trademark a name that would harm their brand. The lawsuit, filed on January 21 in a federal court in Los Angeles, seeks $1 in damages plus legal fees, claiming Wiley's trademark application would "irreparably harm" Patagonia's brand.The Environmental Activist's ResponseIn response to the lawsuit, Wiley has publicly accused Patagonia of "trying to erase an activist" in a video posted on Instagram. Wiley, who has accumulated millions of followers online for environmental activism and has raised almost $4 million for non-profits, stated: "This is a betrayal of Patagonia's core mission. Because if they're 'in business to save the home planet', why are they suing a climate activist?"The Financial and Legal StakesWhile Patagonia claims it is only seeking $1 in damages, Wiley points out that the legal fees to fight to keep their drag name would cost significantly more. "This is not a brand conflict," Wiley said. "This is a corporation trying to erase an activist. This is how corporations bully individuals who cannot match their resources." The drag queen acknowledged that their merchandise involved "playful parody" of Patagonia but denied ever using the company's branding, logo, or font, noting that "drag is built on parody, puns and jokes."Industry Implications for Brand ProtectionThis case highlights the complex intersection of trademark law, activism, and corporate identity. Patagonia, which has built its brand on environmental activism, now faces backlash from fans who see the lawsuit as contradictory to their values. The company's social media has been inundated with thousands of comments from Pattie Gonia supporters calling on the company to drop the lawsuit. This case may set a precedent for how companies with activist-oriented brands handle similar situations in the future.Future Outlook for Both PartiesPatagonia has stated that it wishes Pattie Gonia "to have a long and successful career and make progress on issues that matter – but in a way that respects Patagonia's intellectual property." The company also emphasized that "this matter is not about seeking financial gain, nor is it about challenging anyone's identity or right to advocacy, protest, or creative expression." Meanwhile, Wiley has sent a letter to Patagonia's board of directors asking them to drop the legal action, stating they had two choices: "The erasure of my name, my advocacy, my community, and everyone I employ. Or fight for myself and fight for us."

The U.S. Supreme Court’s February ruling that former President Donald Trump overstepped his authority on sweeping tariffs has activated a massive refund program, with importers slated to receive a total of $85 bn—$20 bn already paid and $65 bn still pending, according to US Customs and Border Protection (CBP). Supreme Court Ruling Triggers Massive Refund Process The high court’s decision nullified a baseline 10% tariff on all imports, marking the first time it directly overruled a Trump‑era trade policy in his second term. CBP has opened a dedicated portal for businesses to claim refunds, and major retailers and trade groups have pledged to pursue the full $133 bn of tariffs covered by the ruling. $85 bn Refund Pipeline: $20 bn Already Paid, $65 bn Pending $20 bn refunded to importers as of the latest court filings. $65 bn expected to be disbursed in the coming months. Overall refund pool: $85 bn for U.S. importers. Households faced an average tariff‑related cost increase of $1,000 in 2025 and $700 in 2026 (Tax Foundation). Business and Consumer Relief Amidst Tariff Turmoil Companies that had been hit by the tariffs—ranging from Walmart to General Motors—have begun filing refund requests. FedEx sued the government immediately after the ruling, while Walmart indicated it would likely channel its refund toward lower consumer prices, citing pressure on lower‑income shoppers. Industry groups such as the US National Retail Federation and the US Chamber of Commerce view the refunds as a critical step toward stabilizing supply‑chain costs after a year of volatility that forced distilleries like Jim Beam to pause operations and prompted price hikes across major retailers. Future of US Trade Policy After the Court’s Decision Despite the refunds, the administration has attempted to introduce a new 10% tariff under a different statutory authority, which a US trade court rejected in May. The outcome suggests that any further tariff initiatives will likely encounter legal challenges, and businesses may continue to monitor the regulatory landscape for additional relief or new constraints.

Executive Summary of Trump’s Hormuz ThreatFormer President Donald Trump issued a stark warning in a video posted on 2026-05-28, claiming that Oman must "behave" concerning the strategic Strait of Hormuz or risk being "blown up." The remarks, though lacking any official policy backing, have ignited debate over their potential impact on Gulf security and U.S. diplomatic credibility.Trump’s Video Threat to Oman Over the Strait of HormuzThe clip, circulated on social media, shows Trump delivering an unfiltered statement: "If Oman doesn’t behave, we’ll blow them up." No accompanying military plan or official endorsement was provided, and the video appears to be a personal commentary rather than a formal policy declaration.Absence of Concrete Military or Economic DataNo budgetary figures or troop deployments were mentioned.There are no sanctions, trade figures, or oil‑price projections linked to the threat.U.S. Department of Defense and State Department have not issued statements confirming any operational intent.Potential Ripple Effects on Gulf Security and DiplomacyThe rhetoric could destabilize an already volatile region. Oman, a neutral conduit for oil shipments through the Strait, may feel pressured to align more closely with U.S. interests, while neighboring Iran and Saudi Arabia could interpret the threat as an escalation, prompting defensive posturing.Forecast: Diplomatic Fallout and Strategic RecalibrationAnalysts expect:Increased diplomatic outreach from the U.S. to reassure Gulf allies and mitigate panic.Possible condemnation from Oman’s foreign ministry, emphasizing sovereignty and regional peace.Heightened scrutiny of Trump’s public statements by U.S. intelligence and policy circles to prevent misinterpretation.Overall, while the video lacks official backing, its existence underscores the challenges of separating personal political commentary from formal foreign‑policy signals in the digital age.