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The Enterprise AI Market's Critical ShiftEnterprise organizations are not rejecting AI technology itself—they are rejecting operational instability. This fundamental misunderstanding is separating successful AI companies from those that stall after initial momentum, according to Databricks co-founder Arsalan Tavakoli-Shiraji.For years, AI startups benefited from a market driven by experimentation where impressive demos and powerful visions were sufficient to generate interest. Now, enterprises have moved beyond evaluating whether AI is exciting—they're assessing whether it's safe to deploy broadly.Tavakoli-Shiraji's Disrupt 2026 SessionAt TechCrunch Disrupt 2026, taking place October 13-15 at Moscone West in San Francisco, Tavakoli-Shiraji will unpack this critical shift during his AI Stage session, "The Enterprise Isn't Broken. Your Assumptions About It Are."The event will bring together 10,000+ founders, investors, and operators to explore technologies and operational pressures changing how companies are built and scaled, featuring 250+ sessions across six stages led by tech leaders.The Operational Reality of Enterprise AIThe enterprise AI market is filled with successful pilots that never became real deployments—not because the technology failed, but because organizations couldn't absorb the operational consequences of adoption.Startup AI deals rarely die because models underperform. They fail because enterprises lose confidence in what deployment would require. This distinction is crucial as many AI startups continue optimizing for initial excitement rather than long-term operational adoption.The New Enterprise AI Success FactorsAI startups gaining traction in large organizations increasingly share one common trait: they reduce uncertainty. They integrate cleanly into existing systems, create less workflow friction, and are easier to govern, explain internally, and trust over time.Enterprise buyers are now asking different questions:How will this affect our existing workflows?What happens when something goes wrong?How do we control and explain the outputs?What does deployment actually require from our teams?The Future of Enterprise AI AdoptionThe startups that succeed in enterprise AI over the next several years may not necessarily have the most advanced models. They will likely be the ones that best understand how enterprises actually absorb change.Tavakoli-Shiraji brings valuable perspective to this conversation, with a background spanning both enterprise strategy and technical systems architecture. Before joining Databricks, he was an associate principal at McKinsey & Company, advising enterprises on cloud computing and transformation strategy, and earned a PhD in computer science from UC Berkeley.

YouTube announced on May 28, 2026 that its Premium service will soon include an AI‑powered podcast recommendation tool, an “Auto speed” playback feature, and an on‑the‑go listening mode, aiming to deepen engagement with its growing podcast audience. AI‑Driven Podcast Recommendation Engine Launches The new recommendation tool leverages the same generative AI behind YouTube’s "Ask Music" to suggest podcasts based on genre, listener mood, or shows already enjoyed. Premium users will see personalized suggestions directly in the Podcasts tab, streamlining discovery without leaving the app. Auto Speed Playback and On‑the‑Go Mode Arrive on Android First Auto speed: Dynamically adjusts playback speed during slower speech or dense segments, preserving comprehension while reducing total listening time. On‑the‑go mode: Adds quick‑skip controls, episode‑jump shortcuts, and background‑play optimization for activities like running or commuting. Both features are live for Premium users on Android and will roll out to iOS in the coming months. Premium Podcast Consumption Metrics Highlight Growth Potential Premium users logged over 800 million hours of podcast playback in April 2026. YouTube Podcasts now boasts more than 1 billion monthly active users. The platform’s "Ask Music" already powers personalized radio stations, indicating a ready AI infrastructure for podcast recommendations. Strategic Play to Capture Audio‑First Audiences By enhancing discovery and hands‑free listening, YouTube is positioning itself against established audio platforms such as Spotify and Apple Podcasts, while also responding to Netflix's recent push into video podcasts. The focus on AI personalization and adaptive playback reflects a broader industry shift toward seamless, user‑centric audio experiences. What This Means for the Future of Podcast Platforms Analysts expect the AI recommendation engine to increase user retention, potentially driving Premium subscription growth by double‑digit percentages over the next year. If the Auto speed feature delivers measurable time‑saving benefits, it could set a new standard for intelligent playback, prompting competitors to develop similar adaptive technologies. The on‑the‑go mode further blurs the line between video and audio consumption, suggesting that YouTube will continue to integrate podcasting deeper into its core ecosystem.

The Unlikely Fashion Statement Mamdani made a surprising appearance during Eid al-Adha celebrations, donning an Arsenal thobe. The Significance of the Thobe The thobe, a traditional garment, was uniquely designed with Arsenal's colors or logo, blending cultural heritage with sports enthusiasm. Fan Reactions and Cultural Impact Social media was abuzz with reactions from fans and followers, discussing the intersection of sports and cultural attire. The Broader Context of Sports and Fashion This incident highlights the growing trend of sports brands and teams influencing fashion, even in traditional settings. Looking Ahead It will be interesting to see if more sports personalities or brands follow suit, merging sports and cultural fashion.

The Lead-Up to the By-Election In a scenario few could have predicted, voters in a northern English market town near Manchester could determine the United Kingdom’s future political leadership. The surprise resignation of the Labour Party’s Ashton-in-Makerfield MP Josh Simons in late February left the supposedly safe seat open, paving the way for the popular mayor of Manchester, Andy Burnham, to step in. The Event Details If he wins the seat in a crucial by-election set for June 18, he could ultimately topple embattled Prime Minister Keir Starmer. Standing in his way are the voters, many of whom Burnham has yet to convince of his credentials for the job, and the right-wing insurgent Reform UK party, which has promised to “throw everything” at the election in a bid to block Burnham’s path to the UK Parliament. The Data Analysis Makerfield has been a safe Labour seat since its creation in 1983, but Starmer’s party lost all eight of its local council seats there to Reform in May during local elections. Recent local council elections in May 2026 saw a shift, with Reform UK winning 49.8% of the area's vote compared to Labour's 24.3%. The Impact Analysis The constituency is difficult to categorise, political scientists said. It neither fits the stereotype of the declining industrial towns of northern England nor carries much of the metropolitan optimism typified in the soaring glass tower blocks of the nearby Manchester city centre. Instead, it is best understood as “a place in-between”, political science Professor Rob Ford wrote in his blog last week. The Prediction Few observers have been brave enough to call the current contest. However, while political scientists are puzzled, 61-year-old resident Tracy Walker, who works in a charity shop, is resolute. “I want Andy Burnham. … I think we should give him a go. He’s from the north,” she said, contrasting Burnham with the long line of premiers from the country’s south.

The LeadUnited States President Donald Trump has threatened longtime ally Oman with military force if it gets involved in the dispute over shipping access to the Strait of Hormuz, as Washington's war on Iran once again risks engulfing the Middle East. Trump's threat to "blow up" Oman came as Muscat reportedly held talks with Iran about overseeing passage through the strategic waterway that handles more than 20 percent of the world's global oil traffic.Trump's Unprecedented Threat Against a Key Ally"Nobody is going to control it," Trump said of the strait during a cabinet meeting in Washington. "It's international waters, and Oman will behave just like everybody else, or we will have to blow them up." This direct threat against a country with which Washington has had relations for more than 200 years has sent shockwaves across the region and drawn international criticism.While Hormuz is an international strait, most of it is located solely in Iranian and Omani territorial waters – not international waters – with parts of its outlying areas reaching United Arab Emirates (UAE) territorial waters. This geographical reality complicates Trump's assertion that the waterway is purely international.The Strategic Importance of the Strait of HormuzAs the only route for Gulf oil producers to ship exports to the open ocean, the strait has served as a free international maritime route for decades. Following the US-Israeli joint attacks on Iran on February 28, however, Tehran closed the waterway and began to assert sovereignty over it, including charging tolls of as much as $2m per ship at times.Under international maritime law, countries are not permitted to charge tolls to shipping passing through natural straits such as Hormuz, even where they are not in international waters. Countries can, however, provide services to shippers, such as insurance, maintenance and docking assistance.Regional Implications of Trump's ThreatShortly before Trump's comment, Iran's state television reported that Iran and the United States were close to agreeing on a memorandum of understanding (MOU) under which Tehran and Muscat would jointly control the strait. The proposal designates payments for passing vessels, framed as "fees for services" rather than "tolls."While the Trump administration has called the claims of such an MoU "a complete fabrication," analysts say his threat suggests that an understanding between Iran and Oman is precisely what the US president is trying to avoid."What Washington wants to prevent is the normalisation of Iranian control over Hormuz, dressed in administrative and legal clothing and given Arab cover by a US ally," Muhanad Seloom, non-resident senior fellow at the Middle East Council on Global Affairs, told Al Jazeera.International Reaction and Legal ConcernsCritics called the threat reckless. Raed Jarrar, the advocacy director at the US-based rights group DAWN, likened the US president's comments to those of a "mafia boss.""The UN Charter prohibits the threat of force against any state, and that prohibition binds the United States exactly as it binds everyone else," Jarrar told Al Jazeera. "Threatening to 'blow up' an Arab country because its waters happen to sit along an oil route Washington wants reopened is the same lawless logic that produced this war in February."Samir Puri, a visiting lecturer in war studies at King's College in London, said Trump's threat to Oman was "really surprising" and warned that it would "send shockwaves across the region."Oman's Diplomatic Role in the US-Iran ConflictOman has played a unique role in the region as a mediator between the US and Iran. Omani Foreign Minister Badr Albusaidi was a key mediator in US-Iran nuclear talks before the war on Iran began. Just before the US-Israeli joint attack on Tehran in February, Albusaidi had been meeting US officials, including Vice President JD Vance, to facilitate negotiations about the future of Tehran's nuclear programme.Unlike other US allies in the Gulf, such as Qatar, Bahrain and the UAE, Oman does not host US forces. It was nevertheless dragged into the conflict when Iran launched attacks on US military assets and energy infrastructure across the Gulf region in the early days of the war.Future Outlook for the RegionSeloom, from the Middle East Council on Global Affairs, said Oman is "one Gulf state that is simultaneously a US security partner and Iran's most trusted Arab interlocutor.""In peacetime, that ambiguity is an asset. In wartime, it becomes a liability, which is precisely the inversion now playing out," he told Al Jazeera.The analyst argued that joint Iran-Oman control over Hormuz was "more posture than probability." "Oman's real interest is not co-owning Iran's blockade; it is brokering the strait's reopening," he said.Still, according to Seloom, the prospect of Iran and Oman jointly shaping the future of the Strait of Hormuz alarms the US president for three reasons: "It would turn Iran's grip on the chokepoint into a permanent post-war fact rather than a temporary act of war; it would set a precedent that littoral states can metre and monetise an international waterway, eroding the freedom-of-navigation principle the United States underwrites worldwide; and it would hand Tehran a strategic win that outlasts any ceasefire."

The Proposed Suspension of Carbon Tax Ministers are in discussions about suspending a carbon tax on fertilisers, due to come into effect early next year, in an effort to curb food inflation. The move would be part of a package of measures, including the suspension of import tariffs on a range of foods including bread, biscuits and bananas. Impact on Farmers and Food Inflation Government sources said they were looking at suspending tariffs on a range of fertilisers in order to discourage farmers from leaving fields fallow. Farmers have been considering leaving their fields fallow because rising costs mean they risk selling their 2027 crop at a loss. This would increase food inflation, which is already expected to rise sharply as the conflict in Iran raises fuel and fertiliser prices. Fertiliser Costs and Global Supply Chain Fertiliser costs have soared since the beginning of the Iran conflict, during which the strait of Hormuz has been closed. About 35% of the world’s fertiliser passes through the waterway and, since the conflict broke out in late January, about 1m tonnes of fertiliser have been stranded in the Gulf. Fertiliser producers said they expected the new tariffs, which were being put in place to match an existing EU scheme, could add £100 per tonne to costs. The Future Outlook Ministers are also cutting fuel taxes for farmers. The rate for red diesel and rebated biodiesel has been cut by more than a third, which the Treasury said made it the lowest in more than two decades. According to analysis from the Central Association for Agricultural Valuers, a 500-acre wheat farm could make a loss of £70,000 in 2027 because of higher costs caused by the Iran war. With farmers making decisions about 2027 cropping now, the economic outlook means they could be making difficult decisions such as leaving fields fallow.

Former Prime Minister Tony Blair has called for the UK to scrap its 2050 net‑zero goal and ramp up North Sea oil and gas drilling, prompting a swift backlash from climate experts who label the suggestion “bizarre” amid a historic heatwave and rising energy costs. Blair’s Call to Re‑Open North Sea Oil and Gas E3G programme director Ed Matthew warned that abandoning net zero during the “worst May heatwave on record” would be a “massive setback” for the UK, emphasizing that clean energy is cheaper and has near‑zero operating costs. Economic Stakes: £200 million Heatwave Losses and Fossil‑Fuel Costs Heat stress on livestock and crops is projected to cost the UK economy over £200 million this year. The International Energy Agency’s Fatih Birol notes that new oil fields would have “little impact” on domestic fuel prices. Renewable‑energy growth, especially record‑breaking solar generation, is already reducing household energy bills. Why Renewables Outperform Fossil Fuel Revival in the UK Analysts such as Jess Ralston (Energy and Climate Intelligence Unit) argue that expanding solar and other clean‑power technologies shields consumers from volatile fossil‑fuel markets and supports energy security as the North Sea declines. Comparisons to Spain’s renewable‑driven price stability reinforce the case for electrification as the “obvious route” to lower bills. What the Next Steps Mean for UK Energy Policy Government spokespersons confirm that no new exploration licences will be granted, focusing instead on managing existing fields for the remainder of their lifespan while accelerating the clean‑power mission championed by Energy Secretary Ed Miliband. If the current trajectory holds, the UK is likely to cement its position as a leader in renewable deployment, rendering calls to revive North Sea drilling increasingly marginal in policy debates.

The LeadBaseball's unexpected new danger has emerged in the form of a bat dog, leading to the suspension of the Tulsa Drillers' popular program after top Dodgers prospect Kendall George suffered a freak knee injury. The incident highlights the fine line between entertaining fans and ensuring player safety in minor league baseball.The Bat Dog IncidentDuring a home game against the Northwest Arkansas Naturals on Monday, George, known for his blazing speed, injured his knee when he jumped out of the way of a bat dog while coming home to score. The 21-year-old first-round pick from 2023 looked frustrated by the dog's commitment to its retrieval duties, according to reports. The Drillers, like many minor league teams, use dogs to retrieve discarded bats and entertain fans, a program they've utilized for the last five seasons.The Impact on a Rising StarGeorge was having an impressive season, batting .333 with 26 stolen bases in 43 games before the injury. ESPN reported that his initial MRI revealed no ligament damage, potentially allowing him to avoid surgery and return to action sooner rather than later. For a prospect considered one of the Dodgers' best, this setback comes at a crucial point in his development as he works his way toward the major leagues.Team Response and Fan ReactionsThe Drillers' decision to suspend the bat dog program indicates they are taking the incident seriously. Previously, players like first baseman Brandon Lewis had expressed enjoyment of the dogs, noting that they give the animals time to retrieve bats before players approach. This sudden shift in policy suggests the organization is prioritizing player safety over fan entertainment in this specific instance.Future OutlookAs George recovers, the Dodgers organization will be monitoring his progress closely. For the bat dog program, this incident may lead to revised protocols or permanent discontinuation, depending on how the team evaluates the risks versus rewards. Minor league teams often rely on unique attractions to draw fans, making this a challenging decision that could set a precedent for other organizations with similar programs.

The Lead: Iran's World Cup Visa DilemmaIran's football federation has demanded multiple-entry US visas for its World Cup squad, which will play matches across the United States. The team has relocated its base camp from the US to Mexico due to ongoing visa complications and heightened geopolitical tensions between the two nations.The Event Details: Visa Requirements and Base Camp RelocationFFIRI president Mehdi Taj stated that the US should issue multiple-entry visas for all players and support staff, as they would need to leave and re-enter the US multiple times during the tournament. The Iranian squad has not yet been issued US visas, with several members attending visa appointments in Turkiye where they have been training.The team has also applied for Canadian visas as a contingency plan in case they proceed to the knockout stages, which are allocated to venues in Canada. This preparation comes amid the ongoing regional conflict between the US and Iran that began in February.FIFA confirmed on Monday that Iran's World Cup training base camp had been relocated from the US to Mexico upon the team's request. Iran had originally selected a sports complex in Tucson, Arizona, but later sought a change. The team is now allocated Centro Xoloitzcuintle in Tijuana, Mexico, which is directly across the US-Mexico border from San Diego.The Impact Analysis: Geopolitics Meets International SportsThe visa complications highlight the intersection of sports and international relations. The US and Iran have been engaged in a regional conflict since February, with recent attacks occurring just days before the World Cup is set to begin. Despite a ceasefire being in place, the US carried out strikes on Iranian military sites, prompting the Islamic Revolutionary Guard Corps to launch an attack on what they described as an "American airbase" in the region.The relocation of Iran's base camp to Mexico demonstrates how geopolitical tensions can impact international sporting events. The proximity of Tijuana to the US border is expected to help with visa issues when the team needs to enter the country for their matches.The Prediction: Navigating World Cup Amid Regional TensionsAs the World Cup approaches, Iran's ability to participate fully will depend on the resolution of these visa issues. The team's preparation has been complicated by the need to apply for multiple visas and relocate their base camp at short notice. The situation underscores the challenges of hosting international sporting events in regions with geopolitical tensions.The World Cup, co-hosted by the US, Canada, and Mexico, runs from June 11 through July 19. Iran will open their campaign on June 15 against New Zealand in Los Angeles, face Belgium six days later, and conclude their Group G games against Egypt in Seattle on June 21.