Breaking AI & Tech News Analyzed

The Journey from Prototype to ClearanceBuilding a medical device is fundamentally different from standard software development. This week on Build Mode, host Isabelle Johannessen sat down with Robhy Bustami, co-founder and CEO of BioticsAI, to discuss the arduous path from a $100,000 prototype to FDA clearance. Bustami, a Startup Battlefield winner, detailed how his team is building an AI copilot for ultrasound designed to detect fetal abnormalities. The conversation revealed that the traditional startup mantra of 'move fast and break things' is obsolete in the medical sector, replaced by a necessity for extreme precision and coordination.Market Validation and Resource AllocationThe episode provides a strategic look at the 'data' driving medtech success. BioticsAI's recognition as a Startup Battlefield winner serves as a key validation of their technology's potential. However, Bustami emphasized that the primary data point for founders is not just market traction, but the successful navigation of complex regulatory pathways. This requires a significant reallocation of resources—shifting focus from rapid feature deployment to ensuring safety, reliability, and compliance with FDA standards.Shifting the MedTech CultureThe core impact of this discussion lies in the cultural shift it highlights for the industry. As timelines for FDA approval remain uncertain, the ability to maintain team morale and investor confidence becomes a critical operational metric. Bustami noted that building in a regulated industry requires a foundation of trust rather than speed. This signals a broader trend where medtech startups must balance the pressure of hyper-growth with the ethical and legal responsibilities of patient safety.The Future of AI in Healthcare RegulationLooking ahead, the medtech landscape will likely see a consolidation of companies that prioritize long-term compliance over short-term hype. As more AI copilots enter the market, the winners will be those founders who master the art of 'slow and steady' innovation. The next wave of medical breakthroughs will depend not just on algorithmic superiority, but on the ability to build sustainable organizations capable of weathering the regulatory storm.

The Trial Continues Elon Musk's court case against Sam Altman continues on Thursday, after a day of contentious exchanges during OpenAI's cross-examination of the Tesla CEO. Musk will face another round of questioning before his lawyer calls more witnesses, including OpenAI's president, Greg Brockman. The Dispute Over OpenAI's Founding Witness testimony and evidence has revealed formerly private emails, text messages and diary entries surrounding the formation of OpenAI, giving a behind-the-scenes look at how the tech behemoth was created. Many of the tech industry's most powerful players are named as witnesses and will give their account on the origins of Musk and Altman's bitter feud. Altman is set to testify later in the trial, which will last three weeks. Musk's Allegations Against OpenAI Musk, who co-founded OpenAI in 2015, is arguing that Altman, Brockman and OpenAI broke a foundational agreement when they shifted the company from a non-profit intent on bettering humanity into a for-profit structure. Musk claims that Altman and Brockman unjustly enriched themselves and should be removed from the company. He is also seeking the undoing of the for-profit conversion and $134bn in damages to be redirected to OpenAI's non-profit arm. OpenAI's Response OpenAI rejects Musk's allegations and is attempting to show that he was always aware of plans for creating a for-profit entity. The AI firm's attorneys have stated Musk is "motivated by jealousy" of OpenAI's success after he left the company in 2018 after a failed attempt to take control. OpenAI has emphasized that it is still overseen by a non-profit. The Implications of the Trial The trial, which began on Monday with jury selection at a federal courthouse in Oakland, California, has already produced dramatic moments and bold accusations. Musk and OpenAI's lead attorney William Savitt spent most of Wednesday in a heated back and forth, with the world's richest person becoming noticeably frustrated and saying that Savitt's questions "are designed to trick me". The Future of OpenAI Silicon Valley is intently watching the trial for both its blockbuster testimony and the potential effects it will have on the AI industry. OpenAI is intending to go public later this year at around a $1tn valuation, but if Musk succeeds in this case, it could greatly complicate that effort – an outcome that would also benefit Musk's own xAI artificial intelligence firm.

The Shift from Annual Roadmaps to Real-Time Co-CreationArtificial intelligence is advancing at a dizzying clip, forcing enterprises to adapt or risk irrelevance. Salesforce has identified a critical gap in the market: the "last-mile tech" required to fully utilize Large Language Models (LLMs). To bridge this, the customer management software giant is fundamentally restructuring its development cycle, moving away from static annual timelines toward a dynamic, crowdsourced roadmap.Instead of relying on internal speculation, Salesforce is engaging its 18,000 customers in a deep, rotating feedback loop. This strategy involves meeting with key partners as frequently as once a week. By treating customers as a "wellspring of information," Salesforce aims to build products that resonate immediately with real-world use cases rather than theoretical features.Weekly Integration: Direct collaboration with engineering teams to solve immediate problems.Bottom-Up Strategy: Product development is driven by themes like agent context and observability rather than rigid product timelines.Internal Adoption: Salesforce employees are the primary beta testers, ensuring the tools are battle-hardened before release.The Velocity of Innovation: A Data-Driven ApproachThe most significant metric of this strategy is the speed of iteration. Salesforce has shifted from a six-month feedback cycle to a reactive, week-by-week development model. This agility allows the company to push code rapidly and test new features through various gates before a full public release.This approach has accelerated the release of critical AI tools. Salesforce was an early mover in AI agent management software with Agentforce in late 2024 and has since doubled down on voice AI and Slack integrations. The data suggests that this rapid response to customer needs is outpacing competitors who may be bound by slower, more traditional product development cycles.Democratizing Enterprise AI DevelopmentThis crowdsourcing model creates a symbiotic relationship where both Salesforce and its customers gain a competitive edge. By allowing partners like Engine and PenFed to access tools before release, Salesforce enables its clients to stay ahead of the curve.For example, PenFed utilized Agentforce to build a custom IT Service Management (ITSM) workflow, which Salesforce subsequently rolled out to its broader customer base. This demonstrates how user-generated solutions can become enterprise-wide standards. The strategy relies on the premise that customers are the best source for identifying real-world friction points that generic AI models cannot solve.The Future of Co-Creation in Enterprise TechSalesforce's gamble on a customer-driven roadmap carries inherent risks. The model assumes that customers, who are still figuring out the role of AI in their businesses, are the best source for long-term product direction. Furthermore, early beta testing does not guarantee long-term usage or future contract renewals.However, the success of this strategy hinges on adaptability. As Muralidhar Krishnaprasad noted, the company has historically adapted to innovation waves by shifting labor and resources. If Salesforce can maintain this agility and continue to deliver value through direct customer feedback, it may set a new standard for how enterprise software is architected in the age of agentic AI.

Manchester United's Transfer Strategy Manchester United is actively pursuing West Ham's left-back El Hadji Malick Diouf to provide competition for Luke Shaw. Diouf, a 21-year-old Senegal international, joined West Ham for €22m (£19m) from Slavia Prague and has become a crucial player for the team. Diouf's Potential and Stats Diouf's defensive skills have improved, and his crossing ability has added to his attacking threat. West Ham is aware of United's interest but may listen to offers depending on their relegation battle status. The Mainoo Contract Extension In a separate move, Kobbie Mainoo has signed a new contract with Manchester United until June 2031, earning a basic salary of about £120,000 a week. Mainoo, 21, has impressed since his first league start and is seen as a potential star by the club's director of football, Jason Wilcox. United's Midfield Priorities Manchester United is initially focusing on strengthening their midfield, with targets including Atalanta's Éderson, Newcastle's Sandro Tonali, and Nottingham Forest's Elliot Anderson. The club may also consider a left-winger or a defensive player to compete with Shaw. Financial Context West Ham's financial position, marked by losses of £104.2m for the year ending 31 May 2025, might influence their willingness to sell players this summer.

The Palantir Manifesto ControversyJust weeks after publishing a manifesto on X that implied some cultures are inferior to others, described by one UK MP as the "ramblings of a supervillain," the US spy tech company Palantir faces growing calls for a ban in Australia. The company, which has significant government contracts in Australia, now claims it is "just a software company" amid mounting public and political backlash.Cultural Statements Spark Global ConcernEarlier this month, Palantir published a manifesto on X, arguing the benefits of American power and stating: "Some cultures have produced vital advances; others remain dysfunctional and regressive." This public pronouncement, combined with concern over Palantir's software being used by ICE immigration enforcement in the United States and the Israeli military, has led to calls in Australia and the UK for governments to cease using Palantir in their operations.Financial Footprint in Australian GovernmentState and federal contracts with Palantir in Australia have reached nearly $80m, with federal investment in the company reportedly more than $160m. Federal agencies including the financial intelligence agency Austrac and the defense department have spent an estimated $60m in contracts with Palantir. Australia's sovereign wealth fund, the Future Fund, holds $100m worth of shares in the company. In Victoria, the prison system has spent nearly $20m on Palantir contracts since 2012, with a current contract valued at $9m and not due to expire until 2028.Government Response and Company DefenseAustralian Greens senator David Shoebridge has called for a "blanket ban on all new contracts with Palantir, pending a comprehensive public audit of their existing Government agreements." In response, a Palantir spokesperson emphasized that the company is "proud its software supports the Australian defense force and other government agencies" and claimed, "We don't collect or monetize data – we simply provide the tools to help customers organize and understand their own information."Regulatory Scrutiny and Future ImplicationsPalantir has identified Australia as a lucrative market for its surveillance software, achieving "protected level" in the Australian Signals Directorate's information security program. However, questions remain about compliance with the Commonwealth supplier code of conduct, which requires suppliers to avoid bringing the federal government into disrepute. With the recent termination of its lobbying relationship with Cmax Advisory and growing public concern, Palantir's future in Australia's government sector faces significant uncertainty as political pressure mounts for greater transparency and accountability.

Lindsey Vonn is still grappling with the physical and emotional fallout from her crash in the women’s downhill at the 2026 Winter Olympics in Cortina d’Ampezzo. While she has made strides in rehab, the decision to race again remains on hold as she faces additional surgery and a lengthy recovery timeline. Olympic Crash Leaves Vonn Facing a Prolonged Recovery On February 8, 2026, Vonn crashed just 13 seconds into the downhill run, sustaining a complex left tibia fracture that nearly required amputation. The injury forced her out of a season where she led the World Cup downhill standings and had never finished worse than fourth. Recovery Numbers: Surgeries, Timeline, and Physical Setbacks Eight surgeries already performed since the crash, covering fracture fixation and soft‑tissue repair. One additional surgery needed to remove metal hardware and reconstruct the ACL. Estimated 6‑9 months post‑ACL surgery before she can train at full capacity. Overall, Vonn projects a minimum of 18 months before she could consider competitive skiing again. She has progressed from a wheelchair to crutches and expects to begin short walks within a week, but full mobility remains months away. Implications for U.S. Alpine Skiing and Athlete Health Management Vonn’s situation underscores the high‑risk nature of downhill skiing and raises questions about long‑term athlete health protocols. Her experience may prompt U.S. Ski & Snowboard to revisit injury‑prevention strategies, especially for veteran athletes returning after extended absences. Additionally, Vonn’s partnership with biopharma firm Invivyd highlights a growing trend of elite athletes endorsing medical‑technology campaigns, potentially influencing public perception of advanced treatment options. What Lies Ahead: Possible Return Timeline and Retirement Scenarios Vonn has not spoken to her medical team about a definitive comeback plan, preferring to focus on the current recovery phase. She indicated that any competitive return would not be realistic until the 2027‑2028 season at the earliest. Possible outcomes include: Full comeback: Completing the remaining surgery, rehabilitating the ACL, and returning to training for a 2028 Olympic bid. Retirement: Choosing to end her racing career, which would add to her legacy of 84 World Cup wins, second only to Mikaela Shiffrin. Extended hiatus: Remaining involved in the sport through mentorship or commentary while focusing on health. Vonn’s own words capture her mindset: “Tell me I can’t, and I’ll prove you wrong,” reflecting both her competitive spirit and the uncertainty that lies ahead.

The Lead A new social enterprise called Build, launched by EnviroCentre in Ottawa, aims to train immigrants in retrofitting homes to combat the climate crisis. The program provides training in insulation installation, air sealing, and other retrofitting skills to help reduce greenhouse gas emissions. Immigrants Learning to Retrofit Homes John Mava, an immigrant from Nigeria, and Allan Kanobana, an immigrant from Rwanda, are among the first mentees of Build. They are learning the fundamentals of health and safety, PPE use, and other theories, while also getting their warehouse ready for opening. The warehouse is where mentees will learn practical skills, such as insulation and drywall installation and conducting pre- and post-retrofit home assessments. The Data Analysis Buildings are one of the top-five greenhouse gas emitters in Canada, according to the federal government’s most recent overview of Canada’s GHG emissions. To achieve its goal of net zero emissions by 2050, Canada needs to retrofit about 600,000 homes each year. The construction industry is facing a shortage of skilled workers, with more than 245,100 construction workers projected to retire by 2032, leading to a shortage of more than 61,400 workers. The Impact Analysis The program aims to create a positive and welcoming space for mentees, particularly in an industry that has historically been male-dominated and lacking in diversity. Build also plans to provide a toolkit for employers to help them remove toxic behaviors in the construction environment. The program expects to take on two more mentees by the end of the year and retrofit the homes of hundreds of clients in the Ottawa area. The Prediction The success of Build's program could have a significant impact on reducing greenhouse gas emissions in Canada. With the right training and support, immigrants can play a crucial role in addressing the climate crisis. As Mava said, 'We’ll reduce the emissions and then the kids will be happy in the future.'

The Aftermath of Tragedy: A Powerful Theatrical EncounterFran Kranz's 2021 film Mass, featuring two sets of parents whose sons have died in a high-school massacre, was originally written as a play. Restored as such, in Carrie Cracknell's production, it takes place in the backroom of a church where their across-the-table encounter encapsulates a pained instance of restorative justice.Character Portrayals: Navigating Complex EmotionsGail (Lyndsey Marshal) and Jay (Adeel Akhtar) are the parents of Evan, one of 10 children murdered by the teenage shooter, Hayden, the son of Richard (Paul Hilton) and Linda (Monica Dolan), who then killed himself. Evan's parents want to understand why Hayden committed such violence but there is also an unspoken sense of blame buzzing around them. Hayden's parents address this first: we blame ourselves, they say, again and again, yet in one dangerous moment, they posit the notion of separating who their son was, and what he did.Stage Design and Emotional ImpactThe stark, unflinching treatment of this subject matter is well realised on Anna Yates's set, where two office-style storeys stretch across the stage, and it does not sugarcoat the emotionally messy nature of the process. Both sides are explored. One terrible instance of maternal anguish comes from Linda when she speaks about a threatening memory of her son and for this charged moment, the play enters the emotional territory of Lionel Shriver's We Need To Talk About Kevin.Performances: A Masterclass in Emotional DepthIt is hard to beat the force and sensitive performances of Kranz's film but Hilton is masterfully brittle, his entire being sunken with apology, while Dolan is whey-faced and shaky. The always brilliant Akhtar is angrier and edgier than his film counterpart and Marshal brings a moving softness.Theatrical vs. Cinematic ExperienceLike the film, it takes time to build in intensity, with the awkward arrangements of the opening and the small talk. There is not the same reflective space of the film, which pulls away from the claustobia and pain in the room at key moments. Here, there is no looking away.Forgiveness and Polarization: Dual ThemesThe play works on two levels: as a drama of forgiveness and of polarisation. What would happen if any of us sat down with those at the furthest ideological extreme from our own, however unpalatable their views? Listening is the pathway towards empathy for these characters, even if there is desire for vengeance or vindication along the way. By the end, they are all parents who have lost sons, grieving over this tragedy in different ways.Where to Experience This Powerful ProductionAt Donmar Warehouse, London, until 6 June

The Comeback Story: Coleman's French RenaissanceThere are few Bordeaux Bègles players better qualified to explain how it feels to be at the center of European rugby's newest force quite like Adam Coleman. Three years ago, their paths collided in almost perfect timing, with Bordeaux mid-table and Coleman unceremoniously dropped into rugby purgatory after London Irish's collapse. His move to France has proven to be an inspired decision for both parties, with Coleman playing a pivotal role in UBB's rise to the top of club rugby, culminating in their Champions Cup triumph over Northampton last year.From Career Crisis to Champions Cup GloryColeman's career looked to be over when London Irish went out of business in the summer of 2023 before his move to France with Bordeaux. As a dual-international with both the Wallabies and Tonga, as well as experiencing rugby in almost all corners of the sport's geographical footprint, Coleman is used to the unconventional. Being one of the few non-French speakers in the Bordeaux squad hardly feels too challenging for the 34-year-old, who has taken this challenge in stride to give his career fresh impetus.The Financial and Professional Impact of Overseas RugbyWhen London Irish went down, Coleman genuinely didn't know what would happen next for his career. "But to come here, to meet the people and live in Bordeaux: it's an incredible place," he says. "You get this incredible lifestyle and the opportunity to play with so many great French internationals. There's all the benefits of playing overseas." This move represents more than just a career extension—it showcases how financial instability in one league can lead to unexpected opportunities in another, with clubs like Bordeaux benefiting from experienced international players seeking new challenges.Transforming French Rugby's European AmbitionsThis is no end-of-career French sojourn. There is history aplenty to be made in Bordeaux, with the reigning champions now just two wins away from joining the elite list of clubs who have gone back-to-back in European rugby's premiere competition. Coleman's arrival at Bordeaux in 2023 coincided with Yannick Bru joining as head coach, and while a maiden Top 14 title remains elusive, UBB's success in European rugby suggests more silverware is not too far away. "I can't comment on the last coach because I wasn't here but maybe it was a fresh start that UBB needed," Coleman explains. "It's really showed in the way we're playing and the professionalism of the team and really taking that step forward from where we were when I joined."Path to Back-to-Back Glory: Bath as the First HurdleBath are the first obstacle in Bordeaux's way this Sunday as they seek to defend their Champions Cup title. It promises to be an intriguing affair of contrasting styles. "They like to control the game, put a lot of structure into the game and we like to play a brand of more elusive rugby," Coleman says. "It'll be a good game of rugby." With players like Finn Russell in Bath's ranks and Louis Bielle-Biarrey in Bordeaux's—who Coleman describes as a "once in a generation player"—the quality on display will be exceptional. Coleman turns 35 later this year but there is no sign of him slowing down, with the French lifestyle and the journey Bordeaux are on having clearly gotten under his skin.