Breaking AI & Tech News Analyzed

The LeadUS Secretary of the Treasury Scott Bessent has confirmed that preparations are underway to print a new $250 banknote featuring President Donald Trump's face, marking a significant departure from long-standing US currency traditions. The move comes as lawmakers consider legislation that would create an exception to a law prohibiting living persons from appearing on US currency.The Proposed Currency DesignA design mockup obtained by The Washington Post shows the words "America 250 anniversary" on the proposed banknote, a nod to the US declaring its independence on July 4, 1776. The Treasury Department has prepared the design in anticipation of a change in the law that would allow current and former presidents to be featured on currency.Legal and Political ImplicationsUS law currently bars any living person from appearing on US currency, but legislation was introduced last year to create an exception for current and former presidents. Speaking at the White House, Bessent confirmed: "Right now, there is proposed legislation – front of the House, in front of the Senate – to change the first requirement so that a living person, Donald J Trump, could be on a $250 bill."Broader Presidential Branding EffortsThe proposed banknote would be the latest example of President Trump expanding his personal brand in his official capacity since returning to the White House in 2025. Other initiatives include banners featuring Trump's portrait on federal buildings, adding his name to the Kennedy Center, and having his signature appear on US currency – a first for a sitting president.Historical Context and ControversyThe announcement has drawn criticism from some who liken the move to the behavior of dictators and monarchs. In March, the US Commission of Fine Arts approved the minting of a commemorative gold coin bearing Trump's image, prompting similar backlash. The Treasury Department has not yet responded to requests for comment on the banknote proposal.Future OutlookThe fate of the proposed $250 Trump banknote now rests with lawmakers who must decide whether to amend the currency law. If approved, it would represent a significant departure from US currency traditions and establish a precedent for featuring living presidents on money. The development comes as the Trump administration continues to implement various symbolic changes to federal institutions and properties.

Secretary of State Marco Rubio announced on Thursday that the United States will designate the Primeiro Comando da Capital (PCC) and Comando Vermelho as foreign terrorist organizations, effective June 5. The designation adds to earlier “Specially Designated Global Terrorist” labels and blocks the groups’ access to U.S. assets. US Announces Terrorist Designations for Brazil’s Two Largest Gangs Targeted groups: PCC and Comando Vermelho, Brazil’s two biggest criminal networks. Designation type: Foreign Terrorist Organization (more restrictive than SDGT). Effective date: June 5, 2026. Rationale cited: protecting U.S. citizens and disrupting narco‑terrorist revenue streams. Financial and Legal Implications of the New Labels Both groups lose access to any assets under U.S. jurisdiction. U.S. authorities can freeze accounts, prohibit transactions, and restrict financial institutions from dealing with the groups. Brazilian President Luiz Inácio Lula da Silva has warned the move could be used to penalise banks or individuals linked to the gangs. In March, Lula launched a $2 billion program to dismantle the financial underpinnings of criminal networks, including the PCC and Comando Vermelho. Political Ripple Effects Ahead of Brazil’s Presidential Election The designations arrive as Brazil heads into a tightly contested October election. Lula, seeking a fourth non‑consecutive term, faces right‑wing Senator Flávio Bolsonaro, who has close ties to the Trump administration. Rubio confirmed that Senator Bolsonaro petitioned President Trump to pursue the terrorist labels. Critics fear the move could be leveraged to influence the election by framing security as a decisive issue. What the Designations Could Mean for US‑Brazil Relations Lula’s foreign‑affairs adviser, Celso Amorim, welcomed cooperation on money‑laundering and arms‑trade but warned against any “pretext for intervention.” The move may strain diplomatic ties, especially after recent U.S. actions such as the alleged abduction of Venezuelan President Nicolás Maduro. Future U.S. policy could hinge on Brazil’s response to the $2 billion security initiative and its willingness to cooperate on financial investigations.

The Olympic Champion's Record Ambition Keely Hodgkinson has dangled the intriguing possibility that July's London Diamond League meeting could be the day where she takes down Jarmila Kratochvilova's 42-year-old 800m world record. The Olympic champion said she would wait until closer to the time before deciding whether to attempt to better the Czech's time of 1min 53.28sec, the oldest track and field world record still standing. A Potential Record-Breaking Showdown She joked that the meeting could turn into a "battle of the world records", with Josh Kerr, Britain's 1500m 2023 world gold medallist, aiming for a world mile record and the pole vaulter Armand Duplantis also competing. "I would love to have that happen on home soil," she said when asked about taking a crack at the 800m world record. "There's just the whole crowd and everything. As a British person it's just so much fun and it's definitely the main thing I'm looking forward to this year." Peak Physical Condition Hodgkinson confirmed she was in prime shape having kicked on in training after breaking the world indoor record in February and winning the world indoor championships in March. "So far, the preparation has gone very, very well," she said. "I'm very happy with where I'm at, I'm building on the indoor season that we've had. I've been healthy for a year now. I've not missed a training session, so I'm in a really, really good place." Outdoor Season Strategy The 24-year-old starts her outdoor season next week with a 400m in Rome before travelling to Stockholm on 7 June for her first 800m of the season. "The lineup in Rome is crazy," she said. "I've really thrown myself in the deep end. But it's quite good to put myself in a position where on paper, I think I'm going in slowest and against girls that have been doing this event and are world finalists and Olympic medallists." Long-Term Athletic Goals Hodgkinson said she has identified some major targets away from winning medals. "I was thinking about it the other day: 'Wouldn't it be really cool if I could do a sub-50, a sub-2 and a sub-4 in my career?" she said. "It's very difficult. But it's a nice little challenge to have in the background." These goals refer to sub-50 seconds in 400m, sub-2 minutes in 800m, and sub-4 minutes in 1500m.

Sonny Rollins' Enduring Legacy: 10 Essential Recordings Sonny Rollins, a jazz icon, has left an indelible mark on the music world. With a career spanning over seven decades, Rollins has consistently pushed the boundaries of jazz, showcasing his mastery and innovation. Here are 10 of his greatest recordings: Tenor Madness (released on Craft/OJC, 1956) A 30-year-old Sonny Rollins had already made his unique mark with Miles Davis and Thelonious Monk by the time this 1956 session was cut. Hooking up with his contemporary and admirer John Coltrane happened by chance on the two-tenor blues chase of this album's title. Saxophone Colossus (Prestige, 1957) This writer's first connection with Sonny Rollins' music was occasioned not by music but words: poetic New Yorker writer Whitney Balliett's evocative review of Sonny Rollins' 1957 Saxophone Colossus. Rollins was partnered on this classic set by pianist Tommy Flanagan, bassist Doug Watkins, and bebop-pioneering drummer Max Roach. Way Out West (Contemporary, 1957) When UK jazz musician Courtney Pine was blossoming as a teenage saxophonist in the early 80s, he would recall that Sonny Rollins' 1957 recording Way Out West was a key inspiration. The format was a Rollins favourite in his own early years – the demanding setup of a sax improviser with just bass and drums in support. A Night at the Village Vanguard (Blue Note, 1957) Rollins' live recordings are not as abundant as his genius in open situations deserves, but this music from New York's Village Vanguard makes up a lot of the ground. Freed from the march of chords by the absence of a pianist, he's in storming form in the company of rock-solid bassist Wilbur Ware and soon to be legendary Coltrane drummer Elvin Jones. Freedom Suite (Riverside, 1958) Rollins was never a natural composer – like Miles Davis, he preferred tunes that could be sketched on the back of envelopes. But Freedom Suite was an interesting departure for him, occasioned by the political climate of US race relations and civil rights in the late 1950s. The Bridge (RCA, 1962) Rollins took a creative break between 1959 and 1961, and his return came with The Bridge, named after the eccentric refuge he found: practising alone on New York's Williamsburg Bridge with only passing trains for company. Live at Ronnie Scott's (Gearbox Records; recorded January 1965) Rollins' visits as a solo performer to London's Ronnie Scott's club in the late 50s and early 60s introduced his mesmerising magic to UK audiences, and also helped to galvanise the local scene's confidence at a time when European jazz became increasingly emancipated from the US. Sunny Days, Starry Nights (Milestone, 1984) From the 1980s onwards, Rollins settled into a concert groove that was predictable – by his exacting improvisational standards – and frequently dazzling for audiences new to him. Sunny Days, Starry Nights showcased him with partners who would regularly join him on stage for the rest of his life. This Is What I Do (Milestone, 2000) The best and most affectionately closeup manifestation of Sonny Rollins' genius as he hit his 70s. The saxophonist's later-life partners are present, and so is one of contemporary jazz's greatest drums pioneers in Jack DeJohnette. Without a Song: The 9/11 Concert (Milestone; recorded 2001) Sonny Rollins and his wife, Lucille, lived close to the World Trade Center, witnessed the buildings' collapse on 9/11, and had to evacuate their apartment shortly afterwards. Four days later, the saxophonist performed and recorded this evocative session with his regular sidemen at the Berklee School of Music in Boston.

The Directive Prime Minister Benjamin Netanyahu has instructed the Israeli army to expand its control of the Gaza Strip to 70%, according to remarks aired by Israeli media. “At this point, we are fully in control of 60 percent of the territory of the Gaza Strip … and my directive is to get to … 70 percent,” Netanyahu said in footage recorded by Channel 12 and aired on Thursday. Current Control and Implications The Israeli army had in mid-March quietly sent maps to aid organisations showing it had already expanded its control to about 11 percent beyond the so-called “Yellow Line” demarcating areas of the enclave occupied by Israeli troops. That line was agreed in a United States-brokered “ceasefire” in October 2025. That meant it controlled 64 percent of the Palestinian territory, instead of 53 percent. Due to the Israeli army occupation, Palestinians cannot access about two-thirds of Gaza. A further seizure of the territory would force two million of them, already living in disastrous conditions, into an even smaller territory after enduring two years of genocidal war. Humanitarian Crisis Despite the nominal truce reached last year, Israeli bombing in Gaza continues with near-daily attacks. An Al Jazeera tally from October to April counted at least 2,400 Israeli violations. Earlier on Thursday, health authorities said an Israeli air raid killed at least 10 people, including four children, and wounded 20 others. According to the United Nations Office for Humanitarian Affairs’ (OCHA) latest report, the humanitarian situation for civilians in Gaza remains critical, with displaced families living in overcrowded tents, schools or damaged structures. Clean water is scarce, and poor waste collection is increasing health risks, including the spread of rats and insects. International Concerns Last week, the high representative overseeing the US-founded Board of Peace for Gaza, Nickolay Mladenov, warned that the deteriorating status quo in the enclave risks becoming “permanent”. Speaking to the UN Security Council, he urged the international body to use “every means at its disposal” to press Hamas to disarm and to push Israel to uphold its commitment under the October ceasefire, pointing to its continued killings and restrictions on humanitarian flow.

The Final Private Push: Anthropic Secures $65 BillionAnthropic has closed a monumental Series H funding round, raising $65 billion at a $965 billion post-money valuation. This capital injection represents the startup's largest private fundraising effort to date and signals that the company is likely in its final pre-IPO stage. The round brings the company's total capital raised to a staggering level, positioning it as a heavyweight contender in the generative AI sector just as public markets begin to open up to high-growth technology companies.The Infrastructure and Investor EcosystemThe funding round was co-led by a consortium of elite institutional investors, including Altimeter Capital, Dragoneer, Greenoaks, and Sequoia Capital. Notably, the round saw participation from major infrastructure partners such as Samsung, SK Hynix, and Micron, highlighting the critical role hardware manufacturers are playing in the AI supply chain.Strategic Backing: Hyperscalers committed $15 billion, including a significant $5 billion from Amazon.Investor Demand: The round was highly competitive, with one institutional investor reportedly pledging up to $5 billion just to secure a meeting with the CFO.Use of Funds: Proceeds will be directed toward advancing safety research, expanding compute infrastructure, and scaling enterprise products.Valuation Wars and Revenue TrajectoryThis funding round places Anthropic at the epicenter of a fierce valuation war in the AI industry. The company's massive valuation comes as it reports a $47 billion revenue run rate and expects a 130% revenue surge to achieve its first operating profit. This financial performance contrasts sharply with the broader tech sector, illustrating the intense demand for high-performance AI models.Competitive Landscape: Anthropic's valuation rivals OpenAI, which raised $122 billion in March at an $852 billion valuation.Market Positioning: The company is reportedly preparing to launch models comparable to its powerful cybersecurity model, Mythos, which has been limited due to safety concerns.The Strategic Shift Toward Enterprise SafetyThe inclusion of infrastructure partners like Samsung and SK Hynix suggests a strategic pivot toward vertical integration. By securing hardware support, Anthropic ensures a stable supply chain for the compute-intensive models it is developing, such as the newly released Claude Opus 4.8. This model emphasizes agentic tasks, advanced coding, and self-correction capabilities, addressing a critical need for enterprises seeking reliable and safe AI solutions.The IPO Countdown and Market DominanceWith this massive capital raise and the release of advanced models, Anthropic is poised to lead the next phase of AI innovation. The company's ability to attract top-tier institutional investors and secure hardware partnerships positions it uniquely ahead of its IPO. As the race for AI dominance heats up, Anthropic's valuation and growth trajectory suggest it will be a key player in shaping the future of the public AI market.

The Political Shift in Enfield's Housing PolicyEnfield council in north London has withdrawn from the government's new towns programme, in a significant blow to Labour's flagship housebuilding scheme. The move by the new minority Conservative-led administration could present one of the first tests of Rachel Reeves's planning reforms, designed to curb the use of judicial reviews against new infrastructure.The New Towns Project and Its SignificanceThe project to build 21,000 homes at Crews Hill and Chase Park on the northern fringes of London was selected in March for the new towns programme along with six other locations across England. The new towns scheme has been heralded by the housing and communities department as the most ambitious housebuilding project in England for half a century and is regarded as a significant step towards helping Labour achieve its goal of building 1.5m homes during this parliament.Local Opposition and Political ChangeThe withdrawal comes after significant local opposition to the Enfield plan to build homes, shops, schools and services such as doctors' surgeries on green belt land currently occupied by several garden centres and family-run businesses. Enfield council, which was previously run by Labour, had already devised a plan to build homes at Crews Hill and gave its backing to the new town proposal.However, Labour lost control of the council in the local elections earlier this month and on Wednesday evening Conservative councillor Alessandro Georgiou was elected leader of the authority's minority Tory administration. The Conservatives pledged during the election campaign to halt the new town development if they took control of the council.Economic and Environmental ConsiderationsOn Thursday, Georgiou sent a letter to the minister for housing and planning, Matthew Pennycook, informing him that the council no longer supported the proposals to develop land at Crews Hill and other parts of the borough's green belt. In his letter to the Ministry of Housing, Communities and Local Government (MHCLG), Georgiou said the council would work with the government to deliver new homes and jobs in the borough, but would focus on brownfield sites and town centre regeneration.Enfield council owns just under a third (30%) of the land in the borough, while other land earmarked for the development belongs to private landowners. The majority of private landowners did not want to sell, according to Nina Barnes, owner of the Culver garden centre site at Crews Hill, close to the centre of the proposed new town development.Future Implications for Housing PolicyThe withdrawal of Enfield from the new towns programme could have wider implications for the government's housing strategy. Other locations in the programme may face similar local opposition, particularly when development plans involve green belt land. The government may need to reconsider its approach to engaging with local authorities and communities on major housing projects.An MHCLG spokesperson said: "Our landmark national new towns programme will restore the dream of homeownership for people across the country. We recently consulted with local people on the proposals and will respond in due course." This suggests the government may continue to push the programme forward despite Enfield's withdrawal, potentially leading to further political conflicts between central and local government.

The Plan for World Cup Glory As co-hosts, Canada enter the World Cup with high expectations, despite never winning a match at a previous tournament. Since a Concacaf Nations League semi-final defeat to Mexico in March 2025 the team have lost one of 15 matches at the time of writing, a run that has included some excellent opponents such as Colombia, Ecuador, Ukraine and the USA, whom they have defeated twice in the past two years, including their first win on US soil in 57 years. The coach, Jesse Marsch, has maintained a consistent 4-4-2 with the emphasis on pressing from the front and pace in wide positions. "Some teams press to win the ball back, we press to punish and think about scoring immediately when we recover the ball," said Marsch, who is American, but has captured the hearts of many Canadians since he took the job in May 2024 and guided the team to the semi-finals of the Copa América. Canada's World Cup Schedule 12 June v Bosnia and Herzegovina, Toronto (3pm local, 8pm BST) 18 June v Qatar, Vancouver (3pm local, 11pm BST) 24 June v Switzerland, Vancouver (noon local, 8pm BST) Success at that tournament, and subsequently in friendlies, is based on a defensive structure Marsch worked on immediately when taking the job and playing against the Netherlands and France in his first two matches in charge. Nine clean sheets in 13 matches before the pre-tournament friendlies is even more impressive considering Moïse Bombito, their star centre-back from Nice, and Bayern Munich's Alphonso Davies did not play in any of those matches because of injury. The Coach's Vision Jesse Marsch's first venture into international management has been a successful one, but not one he found easy to adjust to. "From the moment I worked with this group of players in the first camp, I knew I was going to fall in love with these guys," he says. "They are a unique group of really good people, who are very talented, and when I said goodbye to them it was different from what I was used to as a head coach in the club game." Marsch has enjoyed those gaps in his schedule, using time to visit Canadian players across the world and spending a lot of time in the country at the provincial level to help bring a more united approach to the way the game is developed and governed. Star Player's Return Questioned The captain, Alphonso Davies, has not played for Canada since tearing his ACL against USA in the Nations League third-place match last March. Whether to play him at left-back or on the wing has been one of the biggest questions for years, but under Marsch the Bayern Munich man has predominantly been used at the back and has been excellent. However, another injury setback, against Paris St-Germain in the Champions League semi-final second leg – his third in the past three months – has put his participation for the opening game against Bosnia and Herzegovina in doubt. He has started 12 of 29 internationals in the Marsch-era at the time of writing. One to Watch Few players have received more work and attention from his national coach than the midfielder Ismaël Koné, who was dropped during the Copa América as he struggled to make an impact. Since then he has been excellent for Sassuolo in Serie A and has turned into a dynamic box-to-box midfielder for Marsch, learning valuable lessons defensively in Italy, where his discipline and tactical concentration has improved significantly. Expected to start next to the excellent Stephen Eustáquio in a key double-pivot tandem for Canada. Unsung Hero Norwich's Ali Ahmed has become a favourite of Marsch's because of his selfless work on the pitch. Ahmed is asked to lead the press on the left wing, often cutting inside to increase the midfield numbers and bring intensity and energy off the ball. One of the reasons Marsch has not deployed Davies further forward is because he views his team without the ball more than with it and in that vision the former Vancouver Whitecaps man is crucial. Probable Starting XI Canada's likely formation for the World Cup matches will be based on the 4-4-2 system that Marsch has consistently employed, with specific attention to defensive structure and pressing from the front. Fan Expectations Canada is ready to host the world, but the attention is more on this team than other games happening in the country. Being the only side to start on the east coast and move directly to the west coast allows fans in Toronto and Vancouver to watch their team in the group stages. The supporters group The Voyageurs will lead the noise with their flags and chants of "Ooh, Ahh Canada". Canada is known for its cosmopolitan population and cultural diversity, with people from all over the world, and should benefit from playing three group opponents with relatively diverse fan bases.

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.