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The Humanitarian Crisis in the Strait of HormuzStranded at an Iranian port for nearly 10 weeks, Indian seafarer Anish has unintentionally become a firsthand witness to the Iran war. Anish arrived in the Shatt al-Arab waterway on a cargo ship days before United States President Donald Trump launched "Operation Epic Fury" on February 28. He has been stuck on the vessel ever since, facing dangerous conditions and uncertainty about when he can return home.Civilian Crews Caught in Military Crossfire"We've faced the whole situation here, the war, the missiles," Anish, who was granted a pseudonym after agreeing to speak on condition of anonymity, told Al Jazeera. "Our minds are terribly distracted." Some of his fellow Indian seafarers have been able to return home by crossing Iran's 44km land border with Armenia, but many others have remained because they are still waiting to get paid. "Some are stuck because of their Indian agents; they are not getting their salaries," Anish said, referring to the middlemen who recruit seafarers, manage payrolls and take care of other employee matters on behalf of shipping firms.The Scale of the Maritime StandstillAnish's predicament is one faced by an estimated 20,000 seafarers stranded since Iran in effect shut the Strait of Hormuz in retaliation for the United States and Israel's attacks on the country. Before the war, the strait functioned as one of the world's most critical shipping routes, carrying about one-fifth of global oil and gas supplies, and one-third of the seaborne fertiliser trade. Despite the announcement of a tenuous ceasefire between Washington and Tehran on April 7, maritime traffic has remained at a standstill amid recurrent attacks in and around the waterway.Economic and Human Toll of the ConflictThe United Nations International Maritime Organization estimates that at least 10 seafarers have been killed since the start of the war. Iran's merchant marine union reported that at least 44 Iranian seafarers, including dockworkers and fishermen, had been killed as of April 1. While seafarers on board vessels operated by major international shipping lines have been receiving hazard pay and other assistance, some seafarers working with smaller operations are struggling to get paid or have their basic needs met, according to labor groups.Global Supply Chain DisruptionThe strait's closure has created significant disruptions to global supply chains. Lloyd's List reported that at least four commercial ships were fired upon in recent days, while a container ship operated by French company CMA CGM reported coming under attack while crossing the waterway. The longer the war drags on, the higher the risk that ship operators will abandon their vessels without settling all outstanding pay, according to seafarers' advocates.Psychological Impact on SeafarersSteven Jones, the founder of the "Seafarer Happiness Index," said seafarers' self-reported wellbeing score has fallen about 5 percent during the war. Seafarers have described seeing Iranian drones and missiles flying at low altitude. "One told us: 'What scares me the most is the thought of an intercepted drone or missile falling on us,'" Jones said. Other seafarers have reported dwindling food supplies and preparing escape plans.The Legal and Logistical ChallengesCrew rotation has become a major pressure point for ships. Under the 2006 Maritime Labour Convention – an international treaty ratified by 111 countries, including China, India, Japan, Australia, and the United Kingdom – the maximum time a seafarer can be required to serve on board is 12 months. While seafarers have a legal right to leave their vessel beyond this period, unstable conditions have made repatriation a complicated and expensive prospect.Mine Warfare in Critical WaterwaysFor the stranded seafarers, there is also the question of finding a safe route out of the strait, where Iran has reportedly laid sea mines. US officials told The New York Times last month that Tehran had laid the mines haphazardly and was unable to locate all of them. "There has been a lot of speculation about more precise numbers, but the fact is that we don't know; uncertainty is central to mine warfare, and creating uncertainty about risk is part of the point of conducting it," Scott Savitz, a senior engineer at the US-based Rand Corporation who has studied naval mine warfare, told Al Jazeera.Uncertain Path Forward for SeafarersEven if the strait were to reopen tomorrow, trade flows would take some time to return to normal due to damaged regional infrastructure, maxed-out storage facilities across the Gulf and a backlog of exports, according to shipping and logistics experts. The IMO announced in late April that it was working on an evacuation plan that prioritizes ships based on humanitarian need, but that "all parties" involved in the conflict would need to refrain from attacks for such an operation to proceed.Personal Stories of Stranded WorkersAnish, the Indian seafarer, said he has not been paid by his Dubai-based agent for nine months. He is supposed to receive a payment in US dollars later this month, but he is worried that his company may withhold the sum. "My contract finish date is the 20th of May," Anish said. "Maybe the company will provide my salary after that," he said. "I don't know."Future Outlook for Global Maritime Trade"It's a very dangerous moment," the ITF's Cotton said. "We're all saying the same – don't transit unless you know it's safe – but I don't think anyone really knows what's safe any more." Savitz said that it would be possible to establish an exit corridor in a few days, but clearing the strait of mines could take weeks or even months. "Iran has stated that it has laid mines in and around the Strait of Hormuz, but it's possible that they have laid them in other areas," Savitz said.

Breaking Down the Complex Language of AI Artificial intelligence is changing the world, and simultaneously inventing a whole new language to describe how it’s doing it. Spend five minutes reading about AI and you’ll run into LLMs, RAG, RLHF, and a dozen other terms that can make even very smart people in the tech world feel insecure. This glossary is our attempt to fix that. We update it regularly as the field evolves, so consider it a living document, much like the AI systems it describes. Artificial General Intelligence (AGI) Artificial general intelligence, or AGI, is a nebulous term. But it generally refers to AI that’s more capable than the average human at many, if not most, tasks. OpenAI CEO Sam Altman once described AGI as the “equivalent of a median human that you could hire as a co-worker.” Meanwhile, OpenAI’s charter defines AGI as “highly autonomous systems that outperform humans at most economically valuable work.” Google DeepMind’s understanding differs slightly from these two definitions; the lab views AGI as “AI that’s at least as capable as humans at most cognitive tasks.” Confused? Not to worry — so are experts at the forefront of AI research. AI Agent An AI agent refers to a tool that uses AI technologies to perform a series of tasks on your behalf — beyond what a more basic AI chatbot could do — such as filing expenses, booking tickets or a table at a restaurant, or even writing and maintaining code. However, as we’ve explained before, there are lots of moving pieces in this emergent space, so “AI agent” might mean different things to different people. Infrastructure is also still being built out to deliver on its envisaged capabilities. But the basic concept implies an autonomous system that may draw on multiple AI systems to carry out multistep tasks. API Endpoints Think of API endpoints as “buttons” on the back of a piece of software that other programs can press to make it do things. Developers use these interfaces to build integrations — for example, allowing one application to pull data from another, or enabling an AI agent to control third-party services directly without a human manually operating each interface. Most smart home devices and connected platforms have these hidden buttons available, even if ordinary users never see or interact with them. As AI agents grow more capable, they are increasingly able to find and use these endpoints on their own, opening up powerful — and sometimes unexpected — possibilities for automation. Chain-of-Thought Reasoning Given a simple question, a human brain can answer without even thinking too much about it — things like “which animal is taller, a giraffe or a cat?” But in many cases, you often need a pen and paper to come up with the right answer because there are intermediary steps. For instance, if a farmer has chickens and cows, and together they have 40 heads and 120 legs, you might need to write down a simple equation to come up with the answer (20 chickens and 20 cows). Coding Agent This is a more specific concept that an “AI agent,” which means a program that can take actions on its own, step by step, to complete a goal. A coding agent is a specialized version applied to software development. Rather than simply suggesting code for a human to review and paste in, a coding agent can write, test, and debug code autonomously, handling the kind of iterative, trial-and-error work that typically consumes a developer’s day. Compute Although somewhat of a multivalent term, compute generally refers to the vital computational power that allows AI models to operate. This type of processing fuels the AI industry, giving it the ability to train and deploy its powerful models. The term is often a shorthand for the kinds of hardware that provides the computational power — things like GPUs, CPUs, TPUs, and other forms of infrastructure that form the bedrock of the modern AI industry. Deep Learning A subset of self-improving machine learning in which AI algorithms are designed with a multi-layered, artificial neural network (ANN) structure. This allows them to make more complex correlations compared to simpler machine learning-based systems, such as linear models or decision trees.

The Fax Machine Bottleneck in Healthcare The US healthcare system faces a significant bottleneck in its administrative processes, particularly in the transition from primary care doctors to specialist visits. Despite advancements in AI and diagnostics, the manual processing of referrals, often via fax, leads to substantial delays. Basata's Solution Basata, founded by Kaled Alhanafi and Chetan Patel, aims to address this issue. Their AI-powered system reads and processes referral documents, extracts relevant clinical information, and uses an AI voice agent to schedule appointments directly with patients. The Data Analysis The company has processed referrals for roughly 500,000 patients to date, with 100,000 of those coming in the last month alone. Basata's revenue model is usage-based, charging practices per document processed and per call handled. The Impact Analysis The administrative burden in healthcare is a significant challenge. Specialty practices often receive hundreds or thousands of documents, mostly by fax, which small administrative teams struggle to process. This leads to patients being lost not due to a lack of desire to see them, but because of the intake backlog. The Prediction As the healthcare technology space continues to evolve, companies like Basata face the challenge of balancing augmentation and displacement of human workers. With $24.5 million in funding, including a new $21 million Series A round, Basata is poised to make a significant impact. The question remains whether AI will merely expand the capabilities of administrative staff or gradually make their functions unnecessary.

The Power of Anthropic's Mythos Model When Anthropic unveiled its new Mythos model in April, it also delivered a stern warning to anyone developing software. The model was so powerful at sniffing out software vulnerabilities, the lab claimed, that it had discovered thousands of high-severity bugs that would need to be fixed before it could be made public. Improving Software Security with AI Now, security researchers for Mozilla's Firefox browser are providing a closer look at what that process has looked like in practice, and what Mythos' powers mean for software security at large. In a post published on Thursday, Mozilla said Mythos has unearthed a wealth of high-severity bugs, including some that had lain dormant in the code for more than a decade. The Data Behind the Discovery In April 2026, Firefox shipped 423 bug fixes, compared to just 31 exactly a year earlier. The researchers have also published details on 12 of the bugs, which range from a pair of unusual sandbox vulnerabilities, to a 15-year-old error in how the browser parses an HTML element. The Impact on Cybersecurity The fact that the system helped reveal vulnerabilities in Firefox's 'sandbox' system is particularly impressive, given how intricate an attack that exploits it needs to be. To find sandbox vulnerabilities, the model must write a compromised patch for the browser, then attack the most secure part of the software with the new code implemented. Finding and demonstrating the bug is a delicate, multi-step process, requiring both creativity and close attention. The Future of AI in Cybersecurity It's still not clear how AI's emerging capabilities will change the broader balance of power in cybersecurity. One month since Mythos was previewed, most of the bugs discovered likely haven't been patched, which makes it hard to capture the full scope of their impact. Anthropic has been scrupulous about following responsible disclosure norms, but it's likely bad actors are using similar techniques behind the scenes, even if the models they're using aren't quite as good. The Prediction Speaking at a recent event, Anthropic CEO Dario Amodei was optimistic that the new tools would ultimately favor defenders. 'If we handle this right, we could be in a better position than we started, because we fixed all these bugs. There are only so many bugs to find,' Amodei said. 'So I think there's a better world on the other side of this.'

TechCrunch Disrupt 2026 is positioning itself as the premier convergence point for the startup ecosystem, offering a critical window for visibility through its Expo Hall. For founders and operators, the event represents more than just a conference; it is a strategic opportunity to bypass the noise of traditional marketing and engage directly with a highly concentrated audience of capital and talent. The Epicenter of Startup Deal-Making The core of the Disrupt experience is the Expo Hall at Moscone West, which serves as the operational hub for the event from October 13–15. With over 10,000 founders, investors, and operators in attendance, the density of opportunity is unprecedented. Unlike passive trade shows where attendees wander aimlessly, the Disrupt Expo Hall is designed around 'intent.' Investors and decision-makers do not just walk the floor; they arrive with specific goals, making the environment significantly more effective than standard networking events. The Economics of Proximity: Valuing Intent Over Reach The value proposition of the Exhibitor Program is rooted in the cost of acquiring high-quality leads versus the cost of time. For $12,500, a startup secures a three-day presence in the highest-traffic area of the event, complete with a fully branded 6’ table, signage, and seating. However, the package extends beyond the booth itself. It includes access to networking events, media coverage, and the ability for teams to move through the venue, joining conversations where decisions are actually made. Direct Access: Positioning directly in the path of investors and operators. Operational Flexibility: Teams are equipped to operate beyond the booth, engaging in high-value conversations. Brand Credibility: Full branding and media exposure elevate the startup's profile. Why the Return Rate is High Startups consistently return to Disrupt year after year because the results are tangible. The event compresses the sales cycle; conversations that might take months to initiate can start and move forward within days. The high density of the Expo Hall creates an environment where ideas move quickly from introduction to opportunity. This is particularly valuable for early-stage and growth-stage companies ready to accelerate their market entry. The Future of Physical Networking As the startup ecosystem becomes increasingly digital, the value of physical proximity is rising. The Disrupt Expo Hall offers a unique advantage: it is a controlled environment where the 'noise' of the internet is filtered out, leaving only the signal of intent. For companies serious about growth, the exhibit table is not a luxury but a strategic necessity. The limited inventory of tables means that the opportunity to secure a spot is time-sensitive, making the decision to exhibit a race against competitors.

The Diller-Altman Trust Dynamic Billionaire media mogul Barry Diller doesn’t think OpenAI CEO Sam Altman is untrustworthy, despite recent reporting to the contrary. Onstage at The Wall Street Journal’s “Future of Everything” conference this week, Diller vouched for the AI exec, who has been accused by some former colleagues and board members of being manipulative and deceptive at times. The AGI Conundrum Diller, who is friendly with Altman, was responding to a question about whether or not people should put their faith in Altman to ensure that artificial intelligence benefits humanity. In particular, he was asked about the theoretical form of AI known as artificial general intelligence, or AGI, which could one day outperform humans on any task. The Limits of Trust in AI Development The media exec, a co-founder of Fox Broadcasting and chairman of IAC and Expedia Group, said that while he believes Altman is sincere in his pursuits, that’s not really the area of concern people should be focused on. Rather, it’s the unknown consequences that will result from AI. “One of the big issues with AI is it goes way beyond trust,” Diller said. “It may be that trust is irrelevant because the things that are happening are a surprise to the people who are making those things happen.” The Unknowns of AI Progress Diller added that the development of AI is a journey into the unknown, with even those creating it unsure of the outcomes. He emphasized that progress in AI is inevitable and that the focus should be on preparing for its consequences. “We have embarked on something that is going to change almost everything. It is not under-reported. Now, whether these huge investments are going to come through — I couldn’t care less. I’m not invested in it, but progress is going to be made,” The Need for Guardrails Diller also highlighted the importance of establishing guardrails for AI development to prevent unforeseen negative consequences. He warned that if humans don’t think about guardrails, then the alternative is that “another force, an AGI force, will do it themselves. And once that happens, once you unleash that, there’s no going back.”

The Passing of a Comic Book LegendGerry Conway, a renowned comic book writer who helped create characters and stories for Marvel and DC, including the Punisher character in the Spider-Man comics, has died. He was 73. In a Monday statement announcing his death, Marvel described Conway as a legendary comic book writer with a prolific career. He died of pancreatic cancer on Sunday in Thousand Oaks, California, his wife, Laura Conway, told the Associated Press."From Spider-Man to the Avengers, Iron Man to Captain Marvel, Gerry Conway has deftly written almost every character in the Marvel Universe," Marvel Comics editor-in-chief CB Cebulski said. "Gerry Conway's legacy has made an undeniable and indelible impact on the Super Hero stories we know and love. He will be dearly missed."A Career Defined by Iconic CreationsConway was born in Brooklyn on 10 September 1952. A lifelong fan of comic books, he started writing comic book stories as a teenager, and by the age of 19 he landed work on The Amazing Spider-Man – which Marvel's statement described as "the job that would change his life – and the comic book industry at large – forever."Conway's writing featured "pivotal moments" that redefined the series, Marvel said, such as the death of Gwen Stacy, Peter Parker's girlfriend. He also co-created the Punisher, a vigilante antihero known for the skull logo on his chest. The skull imagery has been used by law enforcement in recent years, sparking controversy at times. Nearly a decade ago, Conway objected to police departments putting Punisher decals on their vehicles, saying in a social media post that the character was "a complex morally compromised anti-hero, not to be emulated by cops.""While many know his Marvel accomplishments … Gerry's contributions to DC were equally impactful and significant: shaping Batman, Superman, the Justice League of America, and co-creating Firestorm, Jason Todd and Power Girl and so many more," Jim Lee, chief creative officer and president of DC Comics, said in an Instagram post. "Thank you, Gerry, for the worlds imagined and the heroes created."The Art of Comic StorytellingConway had a way of imbuing characters with nuance and emotional depth, Marvel said in its statement. "Gerry Conway brought real stakes to his writing, able to weave together sensational super heroics with the human and relatable, and in doing so created some of the most memorable stories and characters of all time," Marvel Studios president Kevin Feige said.Beyond the Spider-Man comics, Conway wrote for several other major Marvel titles, including Fantastic Four, Thor and The Incredible Hulk. In a 1981 interview with the Comics Journal, Conway noted how comic books can appeal to both younger and older audiences."I'm writing for the youthful part of myself, the primitive part of myself," he told the magazine. "If an adult likes the books it's because of a nostalgic feeling for that primitive, easy conceptualization of heroic purpose."A Lasting LegacyConway is survived by his wife and two daughters from previous marriages. "Being separated from a soulmate is a unique kind of pain. But I'm grateful we found each other and for the time we had together, which changed both our lives," his wife said.He and his fans loved meeting each other, his wife Laura Conway said. At his last public comic book signing in February, "he was tired and in a lot of pain as the cancer was spreading, but he stayed an extra two hours to make sure every fan in line could get their book signed and have a moment to talk with him about comics," she said. "That's the kind of person he was."

The Critical Health Situation of Narges Mohammadi Iranian human rights activist and 2023 Nobel Peace Prize laureate Narges Mohammadi has been transferred from prison to a hospital due to a sharp decline in her health. Mohammadi had two episodes of complete loss of consciousness and a severe cardiac crisis, her foundation announced on Friday. Details of the Health Crisis “This transfer was done as an unavoidable necessity after prison doctors determined her condition could not be managed on-site, despite standing medical recommendations that she be treated by her specialized team in Tehran,” the Narges Mohammadi Foundation said. Earlier on Friday, Mohammadi had fainted twice in prison in Zanjan in northwestern Iran, according to the foundation. She was believed to have suffered a heart attack in late March, according to her lawyers, who visited her a few days after the incident. At the time, she appeared pale, underweight and needed a nurse to help her walk. Life-Threatening Mistreatment Mohammadi, 53, has been imprisoned since December 12 after she was arrested during a visit to the eastern Iranian city of Mashhad. In February, she was sentenced to more than seven years in prison. Her lawyer said six years of that sentence was for the accusation of “gathering and collusion to commit crimes”. Her family said in February that her health was worsening in prison, in part because of an alleged beating she had endured during her arrest in December. They said multiple men hit and kicked her in her side, head and neck. The Nobel committee condemned the “ongoing life-threatening mistreatment” of Mohammadi in a statement in February. The Future Outlook The Iranian government has not commented on the alleged attack. Prior to her arrest in December, Mohammadi had already been serving a sentence of 13 years and nine months on charges of collusion against state security and propaganda against Iran’s government, but had been released on furlough since late 2024 due to medical concerns.

The Lead The boss of the UK's biggest energy supplier has suggested that some households would accept an occasional electricity blackout in exchange for much lower energy bills. This controversial statement comes on the anniversary of Europe's largest power outage, which left tens of millions in Spain and Portugal without electricity. The Energy Trade-Off Proposal Greg Jackson, chief executive of Octopus Energy, told an industry conference that many households in Spain, which has a growing renewable energy business, would say they were happy to accept "the odd blackout" in return for electricity costs that are 25% lower. "To be really clear, I'm not advocating for blackouts, but if you asked Spanish consumers 'would you accept the odd blackout in return for electricity costs that are 25% lower, or don't have spikes, or a more reliable economy?' enough of them would say yes," he said. The Changing Perception of Power Outages People would be "far less bothered" about a blackout now than they might have been in the past, Jackson added, because they could continue watching things on their laptop during a power outage. "They've got a battery in there that gives them a couple of hours," Jackson said. He added that home batteries, which are sold by Octopus Energy, are "so cheap now" that even people who need reliable electricity to run medical equipment would be able to tolerate a blackout. The Cost of Grid Investments Jackson made the comments in response to an audience question about the challenges of running a renewables-heavy energy system such as the one in Spain. He told conference delegates that the greater challenge in running a clean power system was in controlling the cost of network investments. Octopus Energy has been outspoken in warning against grid investments that might prove to be unnecessarily expensive as new technologies emerge. The Spanish Precedent The widespread power outage in Spain and Portugal claimed the lives of at least six people, including two people with medical difficulties who died after they were unable to run breathing equipment. Renewable energy critics initially blamed Spain's reliance on wind and solar power for the outage, but the official report attributed "multiple interacting factors", involving conventional power plants, renewables and the power network for playing a role in Europe's largest power outage. The Industry Response A spokesperson for Octopus Energy said: "Countries that have embraced cheap renewables and built in flexibility – like Spain – are seeing dramatically lower energy prices and far less exposure to spikes. Meanwhile, the UK risks doing the opposite: hardwiring in high costs with tens of billions of grid and network spending, without enough transparency on whether all of it is really needed." "Build flexibility, and bills go down. Ignore it, and we risk overbuilding for decades," the spokesperson added. The UK's Energy Future Speaking at the same event, Fintan Slye, the chief executive of the National Energy System Operator, which is responsible for keeping Great Britain's lights on, said that while there is expected to be a "step change" in the way households use electricity that "doesn't go as far as blackouts". Slye said added that significant investments in the power grid were still needed to enable electricity to be transmitted from where it is generated to areas where people are located.