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The Enterprise AI Gold Rush The enterprise AI market is witnessing a surge in deals and investments, with several companies making significant moves to capitalize on the growing demand for AI solutions. This week, Anthropic and OpenAI announced new joint ventures targeting enterprise AI deployment, while SAP invested $1B in German AI startup Prior Labs. Key Players and Deals Anthropic and OpenAI: Announced new joint ventures targeting enterprise AI deployment SAP: Invested $1B in German AI startup Prior Labs xAI: Entered into a compute arrangement with Anthropic The Acquisition Landscape With these moves, it's becoming clear that startups building enterprise tools are likely acquisition targets. The enterprise AI market is attracting significant attention, and companies are positioning themselves for a potential IPO season. What's Next? As the enterprise AI market continues to evolve, we can expect to see more deals and investments in the coming months. The Equity podcast hosts discuss these developments and what they mean for the future of AI in the enterprise space. Stay Up-to-Date To stay informed about the latest developments in the enterprise AI space, subscribe to the Equity podcast on YouTube, Apple Podcasts, Overcast, Spotify, and follow Equity on X and Threads at @EquityPod.

Perplexity announced that its Personal Computer AI agent is now generally available to any macOS user through a dedicated desktop application, moving the technology from a cloud‑only model to the local machine.General‑Purpose AI Agent Moves From Cloud‑Only to Local Mac DevicesPersonal Computer expands the capabilities of the earlier Perplexity Computer by accessing local files, native macOS applications, and web resources.The app is distributed as a direct download and is not yet listed in the Mac App Store.It can be paired with Perplexity’s Comet browser to run web‑based tools without additional connectors.Subscription Model and Feature Set: What’s Included at LaunchRequires a Pro or Max subscription; the basic download is free.Supports integration with over 400 connectors and can orchestrate multi‑step workflows across apps.Designed for always‑on devices such as the Mac Mini and offers remote task approval via iPhone.Security Positioning Against Competing Local AgentsWhile competitors like OpenClaw have been criticized for elevated permissions and associated security risks, Perplexity markets Personal Computer as a “secure development environment” that keeps sensitive data on the device while processing in Perplexity’s servers.Future Roadmap: Deprecation of Legacy App and Expansion PlansThe older Perplexity Mac app will be phased out in the coming weeks.Perplexity hints at broader OS support and deeper integration with its AI ecosystem as adoption grows.Continued focus on remote accessibility suggests potential iOS‑only companion experiences.

The Deadline Approaches: Startup Battlefield 200 Applications Close May 27 Startup Battlefield 200 applications are open, but only for three more weeks. Apply by May 27 for your shot at VC access, global visibility, TechCrunch coverage, $100,000 equity-free, and more opportunities for major scaling impact. Who Should Apply: Pre-Series A Founders and Ambitious Startups Pre-Series A founders — and anyone who knows a startup worth backing — this is your reminder: The deadline is approaching fast, and the strongest contenders are already entering the arena. If your startup has been nominated, don’t wait. Complete your application now before the window closes. Know a startup that deserves to step into the spotlight? Nominate them now to give them time to complete the application by the deadline. The Opportunity: A Platform for Growth and Visibility This is not just another pitch competition. Startup Battlefield 200 puts you on the main stage at TechCrunch Disrupt 2026 in front of 10,000+ attendees, top-tier investors, media, and the global TechCrunch audience. You are competing live, getting direct VC feedback, and proving your company belongs among the next breakout startups. What We’re Looking For: Innovative and Ambitious Startups We’re looking for ambitious early-stage startups building innovative, potentially category-defining products. Applications are open globally across every industry. Most selected companies are pre-Series A, though select Series A startups may qualify case by case. A functional MVP and clear product demo are required. Most importantly, we’re looking for founders building with vision, execution, and real market impact. A Proven Track Record: Launchpad for Successful Startups This is the same launchpad where companies like Dropbox, Discord, Fitbit, Trello, and Mint gained early momentum. Thousands apply every year. Only 200 are selected. Just 20 finalists pitch live on the Disrupt Stage. One startup takes the crown. The Benefits: High ROI Opportunity for Early-Stage Founders Selected startups receive one of the highest ROI opportunities available to early-stage founders. It’s free to apply, and the potential return — from investor exposure to media coverage and customer growth — can create real scaling impact. The Final Push: Don’t Miss the Deadline Applications close May 27. The founders who break through are not waiting until the final hour — they are already making their move. If you are building something category-defining, or know a founder who is, now is the time to step forward. Nominate your startup — or one that deserves the spotlight — and complete your application before the deadline runs out.

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.”

DeepSeek’s Funding Surge: From $20B to $45B in Weeks DeepSeek, the Chinese AI lab known for a cost‑efficient large language model, is in talks to raise its first venture‑capital round that could push its valuation to $45 billion, up from $20 billion just weeks earlier. First Venture Capital Round Targets Chinese AI Champion The round will be led by the state investment vehicle China Integrated Circuit Industry Investment Fund. Potential co‑investors include cloud giants Tencent and Alibaba. Founder Liang Wenfeng, who owns nearly 90% of the company, is seeking capital to retain talent amid competitor poaching. Valuation Leap and Investor Line‑up: Numbers at a Glance Previous valuation: $20 billion Target valuation: $45 billion Founder ownership: ~90% Key investors: China Integrated Circuit Industry Investment Fund, Tencent, Alibaba Model advantage: runs on Huawei chips, lower compute cost Strategic Implications for China’s AI Independence The funding aligns with Beijing’s goal to develop home‑grown AI hardware and software, reducing reliance on U.S. chips. By optimizing models for Huawei silicon, DeepSeek offers a domestic alternative to OpenAI and Anthropic, potentially accelerating China’s AI ecosystem. What the Next Funding Milestone Could Mean for Global AI Competition If the round closes at the projected valuation, DeepSeek could attract further private and state capital, scale its model offerings, and challenge Western AI leaders on both performance and cost. Analysts expect increased pressure on U.S. firms to secure supply chains and consider strategic partnerships in Asia.

The Career-Defining VictoryMarta Kostyuk took an enormous step towards fulfilling her potential as the Ukrainian closed out an incredible week by winning the biggest title of her career at the Madrid Open, defeating Mirra Andreeva of Russia 6-3, 7-5. Although Kostyuk's run through a WTA 1000 draw was unexpected, this title did not come out of nowhere. Kostyuk won her second career WTA event in Rouen just before Madrid, and has now put together an 11-match winning streak.The Journey to the TopKostyuk will break into the world top 15 for the first time, rising to a career high ranking of No 15. This result has been a long time coming for Kostyuk. Now 23, she broke through as a 15-year-old in 2018, reaching the third round of the Australian Open as a qualifier. She is one of the best athletes on the tour, blessed with a varied and well-rounded game.Overcoming Past ChallengesMany believed the Ukrainian would quickly rise up the rankings as a teenager but for so long she did not possess the emotional maturity and court sense to convert her potential into sustained success. Her triumph in Rouen, a small WTA 250 event, seems to have changed everything. Kostyuk extended her winning streak with some excellent tennis over the past two weeks, including a rapid straight-sets win over the No 5 Jessica Pegula in round three.The Final ShowdownKostyuk arrived in the final ready for the challenge of facing Andreeva and managing her own emotions. She burst into the match relentlessly attacking with her forehand, dictating the majority of points and soaking up Andreeva's first strike with her resourceful defensive skills. Her baseline dominance quickly yielded a 6-3, 1-0 lead with an early break in set two.Mental Fortitude on DisplayStill, success has rarely ever been straightforward for Kostyuk, who has been prone to losing her composure. Her predictable nervous wobble arrived and she lost three games in a row, dumping an easy overhead smash into the bottom of the net to hand over the break to Andreeva. She then faced two set points on her serve at 4-5.A New Era BeginsIn past years, either of those scenarios could have turned into a full-blown crisis. This time, the improved version of Kostyuk composed herself, re-established herself on top of the baseline and courageously closed out a victory that may prove a launchpad for continued success.

Newcastle and Brentford Shake Up the European RaceThe Premier League race for the top six took a significant turn on Saturday, May 2, 2026, with Newcastle United ending a worrying four-game losing streak and Brentford securing a commanding 3-0 victory over West Ham United.Newcastle End Four-Game Drought with 3-1 VictoryEddie Howe’s side finally clicked into gear against Brighton, with Harvey Barnes sealing the win and seemingly extinguishing relegation fears. The match was particularly notable for the presence of Saudi investors in the stands, adding a layer of scrutiny to Howe's tenure.Standings Shift: Brighton's European Ambitions StalledBrighton's push for a top-four finish suffered a major setback. By failing to secure all three points, they have allowed rivals to close the gap in the race for Champions League qualification. Meanwhile, Brentford's dominant performance moves them up to sixth place, keeping them firmly in the mix for a European berth.Eddie Howe's Redemption Arc and West Ham's StruggleThe victory is a crucial psychological boost for Newcastle, ending a run of four defeats that threatened to derail their season. Conversely, West Ham's loss in the London derby leaves them vulnerable as the season reaches its climax.Final Weekend Implications: Spurs vs. VillaWith the weekend's results settled, the focus now shifts to Sunday, where Spurs face Aston Villa. This match is set to be a decisive factor in determining the final composition of the top four.

The Rise of Solar in the US Midwest For decades, the only regular visitors to the Twin Lake Reservoir in Lima, Ohio, were fishers passing hot summer evenings trying to snag a largemouth bass. But today, it’s a hive of activity. A team of 12 engineers and construction workers are busily connecting more than 3,400 solar arrays to small, floating docks and distributing them across four acres of the reservoir’s surface water. Floating Solar: A Growing Trend The electricity generated by the floating photovoltaics will be used to power a nearby water treatment plant, where electricity-powered pumps run 24 hours a day, year-round. “The water treatment plant is one of the city’s biggest energy costs; it only made sense to put the floating solar site here,” says Sara Weekley, deputy director of Lima’s utilities department. “It also helps keep water rates stable by lowering energy costs.” The Data Analysis The project is expected to save the city and taxpayers around $10m over the course of its lifetime. The solar arrays will help lower evaporation rates and algae growth in the water by providing a barrier to sunlight. The Impact Analysis The project is part of an emerging evolution in the industrial midwest from heavy manufacturing to clean energy. Electricity has turned into one of the most important commodities in the region, with utility rates increasing in recent years due to demand from datacenters, rising utility charges and the war on Iran, which has driven gas pump prices to $5 a gallon locally. The Prediction “Across most of the midwest, and in Ohio in particular, agricultural land is a critical piece of the economy – you don’t want renewable energy and food production fighting each other for the same acres,” says Stetson Tchividjian, D3Energy’s managing director. “Floating solar resolves that equation.”

The Investigation into Military Base Attacks Malian authorities say they are investigating soldiers suspected of involvement in a wave of simultaneous attacks on army bases across the country last week, claimed by an al-Qaeda affiliate and separatists. The Suspects and Arrests A prosecutor at a military tribunal near the capital, Bamako, said in a statement on Friday that five suspects had been identified, including three active-duty soldiers, one retired person and a soldier who was killed in fighting near a Bamako army base. Five suspects identified Three active-duty soldiers One retired person One soldier who was killed in fighting “The first arrests have been successfully carried out, and all other perpetrators, co-perpetrators, and accomplices are actively being sought,” the statement said. The Impact of the Attacks The coordinated assault on the morning of April 25 struck at the heart of the West African country’s ⁠military government, which took power after coups in 2020 and 2021. The defence minister was killed and Russian forces backing the government were forced out of the northern town of Kidal, which al-Qaeda-linked Jama’at Nusrat al-Islam wal-Muslimin (JNIM) and Tuareg separatists of the Liberation Front for Azawad (FLA) now control. The Future Outlook JNIM has called on Malians to rise up against the government and transition to Islamic law. The group has also ‌pledged to besiege Bamako, and on Friday security sources told the Reuters news agency it had set up checkpoints around the city of four million. Military leader Assimi Goita said in ‌a ‌televised address on Tuesday that the situation was under control and promised to “neutralise” the armed groups behind the attacks.