Breaking AI & Tech News Analyzed

The Return of Mira Murati to the Public StageMira Murati, former CTO of OpenAI and current CEO of Thinking Machines Lab, has made her first major media appearance in approximately 18 months, sitting down with Bloomberg in San Francisco. This rare public appearance comes as Murati's company, which has been operating largely in the background, seeks to establish its presence in an increasingly competitive AI landscape.Thinking Machines' New Approach: Interaction ModelsDuring the interview, Murati previewed what Thinking Machines is calling "interaction models," described as a fundamentally different kind of AI interface. Unlike the traditional turn-based, prompt-and-response dynamic common in most AI products today, the company's models are designed to process continuous streams of audio, text, and video in 200-millisecond intervals. This approach aims to capture the nuances of human communication—including interruptions, mid-thought corrections, and pauses—in something closer to real time.Murati emphasized that this approach aligns with her lab's core thesis that the path to powerful AI runs through closer human collaboration, not around it. She was careful to frame it as a first step rather than a finished product, declining to specify a release date.The Competitive AI LandscapeThe timing of Murati's public return is strategic. While Thinking Machines has spent the past year and a half operating in the background—raising capital, hiring researchers, and shipping one product, Tinker (an API for fine-tuning open-source AI models)—its competitors have grown more omnipresent. OpenAI, where Murati spent six years as CTO, remains constantly in the news cycle. Anthropic has gained significant momentum, and Elon Musk's xAI has been folded into SpaceX ahead of what is expected to be a massive public offering.In this environment, Murati acknowledged that staying heads down has diminishing returns, and at some point, a company must make noise to remind the market it exists.Reflections on OpenAI's Leadership CrisisMurati also addressed the chaotic week in November 2023 when OpenAI's board fired Sam Altman, and she became interim CEO—an event referred to internally as "the blip." She expressed clarity about her decisions during that period, stating that protecting the mission and team guided her choices even as the situation appeared to be unraveling externally. Murati claimed the company would have "imploded" without her involvement during those five days and their immediate aftermath.In retrospect, she acknowledged she would have pushed harder for more information, a better transition plan, and more transparency. When asked if she still trusts her former boss, she sidestepped the question, instead focusing on her broader concern about the concentration of consequential decisions in too few hands across the industry.Talent Challenges and Compensation CultureChang pressed Murati on the departures of several high-profile researchers from Thinking Machines in recent months, a subject Murati has largely avoided in public. She explained that building a frontier AI lab from scratch compresses years of normal organizational volatility into months. Regarding compensation—the nine-figure packages that have become standard in the AI talent war—Murati suggested it isn't usually the whole story behind talent decisions."When I wake up in the morning, I am not thinking about how to kill the competitor," Murati quipped, drawing audience laughter and highlighting her competitive approach to building rather than destroying.The Future of AI and Human AgencyWhen asked about the future of AI and its impact on humanity, Murati pushed back on both inevitable dystopia and inevitable utopia scenarios. She argued that neither outcome is predetermined and that the current period will determine which direction things go. However, she warned that if humans "take their hands off the wheel too soon," the future will look very different, and not better.Born in Albania and speaking with a slight Eastern European accent, Murati emphasized the importance of maintaining human agency in AI development, reflecting on concerns about mass job displacement and potential misuse of AI for harmful purposes like creating chemical weapons.

The Lead US Secretary of State Marco Rubio broke from standard diplomatic protocol during a congressional hearing by acknowledging that "most of the world assesses" Israel possesses nuclear weapons, though he stopped short of confirming the official US position on this sensitive issue. Breaking the Nuclear Taboo The exchange occurred when Democratic Congressman Joaquin Castro pressed Rubio for clarity on whether Israel has nuclear weapons. Rubio initially declined to share Washington's official position but acknowledged global assessments that Israel does possess such capabilities. "Most of the world assesses that they do," Rubio told Castro at the hearing on Wednesday, suggesting instead that the issue should be discussed in private settings. The dialogue underscored a decades-long taboo in US politics against publicly discussing Israel's nuclear program, which Rubio himself acknowledged is a "feature" of US foreign policy. Geopolitical Implications The questioning took on particular significance as the United States is currently engaged in a joint war with Israel against Iran. Castro emphasized that understanding Israel's nuclear capabilities is crucial for oversight bodies making decisions about the conflict. "If they, in fact, possess nuclear weapons — and you're right, in open-source reporting, that has come across — we don't know what their red lines are for using those nuclear weapons," Castro stated. "I'm shocked that our government wouldn't make an effort to know, to understand and then to give our oversight body the information that we need." Rubio conceded the question was "fair" and offered to provide a more complete answer in a classified format, noting the need for "delicate balancing acts between different equities." Israel's Nuclear Status Israel, whose Prime Minister Benjamin Netanyahu is wanted by the International Criminal Court for war crime charges in Gaza, is widely believed to possess a nuclear arsenal despite never officially confirming this. The country is not a signatory to the Treaty on the Non-Proliferation of Nuclear Weapons (NPT). In November 2023, Israel's Heritage Minister Amichai Eliyahu suggested that dropping a nuclear bomb on Gaza was "an option." Several pro-Israel politicians in the US, including Congressman Randy Fine, have also made similar statements. Key Developments February 28: US President Trump joined Israel in attacking Iran with the stated objective of preventing Iran from obtaining nuclear weapons May 2026: Congressman Castro and 30 other lawmakers sent a letter to the US Department of State seeking clarification on Israel's nuclear program November 2023: Israeli Heritage Minister Amichai Eliyahu suggested nuclear weapons could be used against Gaza Policy of Silence The US policy of not commenting publicly on Israel's nuclear capabilities has come under increasing scrutiny from lawmakers. Castro's letter to the State Department argued that this official hinders the development of coherent nonproliferation policy for the Middle East. "We cannot develop coherent nonproliferation policy for the Middle East, including with respect to Iran's civil nuclear program and Saudi Arabia's civil nuclear ambitions, while maintaining a policy of official silence about the nuclear weapons capabilities of one party central to the ongoing conflict," the lawmakers wrote. Future Outlook As tensions in the Middle East continue to escalate, the question of Israel's nuclear capabilities may face increased public scrutiny. The current US administration's close alignment with Israel, combined with the ongoing conflict with Iran, suggests this long-standing diplomatic taboo may face further challenges in the coming months. Lawmakers like Castro appear determined to push for greater transparency, potentially forcing a reevaluation of the decades-old policy of silence regarding Israel's nuclear program.

The Lead Microsoft has launched ASSERT, an open-source framework designed to make evaluating application-specific AI behavior easier. The framework uses AI to turn natural-language descriptions of goals, policies, or intended behaviors into thorough, scored tests. How ASSERT Works ASSERT takes plain-language descriptions of an AI model's expected behavior and policies, turns them into a structured set of acceptable and unacceptable behaviors, generates problem scenarios and test cases, runs them against the target system, and scores the results. It can also record the paths the AI system takes, including intermediate actions and tool calls, allowing developers to inspect where failures happen. The Data Analysis By providing system context, tools, and constraints, developers can further customize what the evaluations cover. For instance, a developer could specify that a document research AI agent shouldn't send emails to people outside the company and should limit confidential information to C-level executives. ASSERT will use those rules to generate test cases that check whether the system follows those rules on an ongoing basis. The Impact Analysis Sarah Bird, chief product officer of Responsible AI at Microsoft, emphasized the importance of evaluations in making good decisions. 'If you don't understand the behavior of the AI system, it's really hard to know if it's meeting your organization's bar,' she said. ASSERT fills a gap that broader, more general evaluations cannot when AI models are intended to behave in a manner shaped by an application's context, policies, and tools. The Prediction The release of ASSERT comes amidst a broader shift in the AI industry towards repeatable testing and regression checks. As models grow more capable, researchers are focusing on evaluating systems when they're being built, after deployment, and even for continuous monitoring. With ASSERT, Microsoft aims to provide a tool that can be used throughout the AI development lifecycle to ensure trustworthy systems.

The Browser Wars: An Overview The browser market is dominated by Google Chrome and Apple Safari, but users seeking alternatives have a variety of options. These alternative browsers aim to challenge the industry giants with innovative features, AI integration, and a focus on user well-being. AI-Powered Browsers Several startups have launched AI-powered browsers, including: Perplexity's Comet: A chatbot-based search engine that can perform actions like summarizing emails and browsing web pages. Currently available only to users with Perplexity's $200/month Max plan. The Browser Company's Dia: An AI-centric browser that helps users navigate the web more easily. Currently available as an invite-only beta. Opera's Neon: A browser with contextual awareness that can perform tasks like researching and shopping. Expected to be a subscription product, but pricing has not been announced. OpenAI's Atlas: An AI-powered web browser that allows users to ask ChatGPT about search results and browse websites within the chatbot. Currently available on macOS, with plans for Windows, iOS, and Android. Privacy-First Browsers Some browsers prioritize user privacy, including: Brave: A well-known privacy-first browser with built-in ad and tracker blocking capabilities. It also features a gamified approach to browsing and rewards users with its own cryptocurrency, Basic Attention Token (BAT). DuckDuckGo: A browser that blocks trackers and ads, and doesn't track user data. It has also introduced generative AI features, such as a chatbot. Ladybird: An open-source browser that aims to build an entirely new browser from scratch, without relying on existing code. It will offer features to minimize data collection, such as a built-in ad blocker. Productivity-Focused Browsers Some browsers focus on productivity and user well-being, including: SigmaOS: A Mac-only browser with a workspace-style interface that emphasizes productivity. It displays tabs vertically and allows users to create workspaces to better organize different activities. Zen Browser: An open-source browser that aims to create a "calmer internet" with features like tab organization and community-made plug-ins and themes. Opera Air: A mindfulness-themed browser that includes features designed to support mental well-being, such as break reminders and breathing exercises. Vivaldi: A Chromium-based browser with a customizable user interface and features like ad blocking and a password manager. The Future of Browsers The browser wars are expected to continue, with more innovative features and AI integration on the horizon. As users become increasingly concerned about privacy and productivity, browsers that prioritize these aspects are likely to gain popularity.

The Lead: Vertu's AI-Powered Foldable Targets Executive Market Luxury smartphone brand Vertu has unveiled the Alphafold, a foldable phone powered by an AI agent designed specifically for executives managing business operations on the move. The device represents Vertu's latest attempt to reinvent itself for the AI era, combining luxury materials with enterprise-focused AI capabilities to target the high-end business market. The Event Details: Luxury Meets AI: The Alphafold's Enterprise Capabilities The Alphafold features Hermes Agent, built on the open-source Hermes project by Nous Research, which can connect to enterprise systems like ERP and CRM. The AI agent coordinates tasks such as approvals, scheduling, sales tracking, travel planning, and operational reporting through natural-language prompts. The device can route requests across multiple AI models including OpenAI's GPT, Anthropic's Claude, Google's Gemini, and selected open-source models, while integrating with more than 80 apps and dozens of native phone functions for cross-platform workflows. Vertu has emphasized the device's privacy-focused architecture featuring a proprietary A5 security chip designed to isolate authentication keys, biometric credentials, and sensitive enterprise information from the main operating system. The company states that commercially sensitive data can be processed locally on the device, while prompts sent to external AI models are redacted or tokenized before leaving the phone. The Data Analysis: Premium Pricing Strategy in the Smartphone Market The Alphafold starts at $6,880 for the calfskin version, with higher-end models featuring bespoke finishes including alligator leather, 18K gold, and natural diamond accents. Vertu's highest-end standard model is currently priced at $46,800, with further customization options available. This pricing strategy positions Vertu firmly in the ultra-premium segment of the smartphone market. While foldable smartphones remain a niche segment globally—with IDC data showing approximately 20 million units shipped in 2025, accounting for less than 2% of total smartphone shipments—Vertu is betting that the combination of luxury materials and AI capabilities will justify its premium pricing. The average price of foldable smartphones was about $1,300 last year, roughly three times the price of non-foldable smartphones. The Impact Analysis: How AI is Transforming Executive Productivity Vertu CEO Molly Ma highlighted that existing AI features on smartphones from major manufacturers remain focused largely on consumer tools such as image editing and voice assistance, leaving room for more advanced AI-agent workflows tied to enterprise systems. The Alphafold aims to address this gap by providing executives with a device that can seamlessly integrate with their business operations and workflows. The device's larger foldable display (8.05-inch inner screen and 6.53-inch outer screen) is better suited for multitasking and productivity-oriented experiences, according to Kiranjeet Kaur, associate research director for mobile phones research at IDC. However, she noted that enterprise AI adoption on smartphones still lags behind computers, with most enterprise smartphone decisions continuing to be driven by ecosystem integration and device management support rather than AI capabilities. The Prediction: The Future of Luxury AI-Powered Mobile Devices The Alphafold represents Vertu's significant step forward from its previous AI-focused device, Agent Q, with Ma noting that AI-agent technology has matured rapidly over the past year, with improvements in memory, automation, and app integration. While the company has not yet undergone third-party security audits for the device, it has confirmed that independent audits and certification remain on its security roadmap. As the first 115-unit batch of Vertu's Alphafold begins shipping across major markets including the U.S., the device will serve as a test case for whether there's a market for luxury smartphones with enterprise AI capabilities. If successful, Vertu's approach could inspire other manufacturers to develop similar devices targeting the executive market, potentially accelerating the integration of AI agents into mobile workflows.

The Lead: ClickHouse's Meteoric RiseDatabase provider ClickHouse has crossed $250 million in annualized revenue run rate, tripling its business from last year, signaling strong momentum as it prepares for a potential IPO. The company, which spun out from Russian tech giant Yandex in 2021, is positioning itself for public markets within the next few years.The Event Details: Revenue Milestone and Growth TrajectoryAccording to Yury Izrailevsky, co-founder and president of product and technology at ClickHouse, the company has achieved significant financial growth with its annualized revenue reaching $250 million. Izrailevsky expects this figure to reach the high nine digits by the end of the year. The company's open-source database is specifically designed to process the massive datasets required by AI agents, with revenue generated through managed cloud services.The Data Analysis: Premium Valuation and Market PositionClickHouse was valued at $15 billion in January following a $400 million Series D funding round led by Dragoneer Investment Group. This valuation implies a steep forward multiple of over 60 times annualized revenue, indicating strong investor confidence in the company's growth prospects. The company has attracted over 4,000 customers, including major players like Anthropic, Meta, Capital One, and Decagon.The Impact Analysis: Shifting Database Landscape for AIClickHouse's rapid growth reflects the increasing demand for specialized database solutions that can handle AI workloads. The company's strategy of combining open-source technology with premium managed services has proven effective, with Izrailevsky noting that their commercial offering ultimately costs clients less than self-managing the open-source version. This approach has positioned ClickHouse as a key player in the database market, particularly for AI applications.The Prediction: IPO Path and Future ExpansionWith its strong revenue growth and premium valuation, ClickHouse is well-positioned for an IPO within the next few years. The company has already taken steps toward public markets by hiring Jimmy Sexton, former head of investor relations at Snowflake, as chief financial officer. Additionally, ClickHouse has acquired six startups, including Langfuse, and plans to remain acquisitive, targeting "relatively young, but showing very promising technology" startups that complement its core product suite. The company joins a growing list of tech startups preparing for public offerings, potentially benefiting from an expected IPO window opened by SpaceX's historic debut and anticipated listings from OpenAI and Anthropic.

The Viral Rise of NanoClaw NanoCo, the company behind security-focused OpenClaw alternative NanoClaw, has raised an oversubscribed $12 million seed round following a viral launch, its founders tell TechCrunch. The funding was led by Valley Capital Partners, and saw participation from Docker, Vercel, Monday.com, Slow Ventures and angels like Clem Delangue, CEO of Hugging Face. The Journey to Seed Funding In a matter of weeks, NanoClaw creator Gavriel Cohen said he went from coding the project on his couch to receiving viral endorsements from Andrej Karpathy and Singapore’s foreign minister, fielding inbound interest from dozens of investors, and even a roughly $20 million acquisition offer that he and his brother and co-founder, Lazer Cohen, declined. The Data Behind the Decision $20 million: The acquisition offer rejected by the Cohen brothers $12 million: The oversubscribed seed funding round 6 weeks: The time it took from committing the first lines of code to securing a term sheet 50+: The number of founders and tech executives who sent DMs asking to invest The Impact on the AI Industry The rise of NanoClaw highlights the growing interest in secure AI solutions. As an open-source project, NanoClaw has attracted a large community of users and contributors, demonstrating the potential for community-driven growth. The Future Outlook With the seed funding, NanoCo plans to expand its enterprise offerings, including implementation services for businesses looking to roll out NanoClaw AI agents to employees. The company has already started booking enterprise customers, with early adopters including executives at big tech companies like Amazon, Gap, Google, Meta, SentinelOne, and Accenture.

The LeadThe New York Times has revealed that Israel constructed two covert military outposts in Iraq's western desert in advance of the US-Israel war on Iran. This revelation comes amid escalating tensions between the three nations and has significant implications for Middle East geopolitics.The Covert Military OperationsAccording to the report, Israeli forces had been preparing to establish one of the makeshift sites since late 2024. The bases were reportedly located in Iraq's western desert near the border with Saudi Arabia. One base was established shortly before the war began and operated with the knowledge of the United States, housing Israeli special forces and serving as a logistical hub for air operations, including search-and-rescue capabilities for downed pilots.Israeli forces reportedly launched attacks from the base against Iraqi units that came close to discovering the site in early March. Open-source analysts identified the suspected location using satellite imagery, confirming the presence of Israeli military infrastructure in Iraqi territory.Regional Responses and DenialsIraqi officials have publicly denied authorizing any foreign military presence in the area. Lieutenant-General Qais al-Muhammadawi, Iraq's deputy commander of joint operations, stated that authorities had received reports of 'individuals or movement' in the Najaf desert near Karbala, about 100km southwest of Baghdad.However, Baghdad reportedly privately lodged a protest with Washington in late March over suspected covert military activity, calling it a violation of Iraqi sovereignty. Despite these reports, a senior Iraqi security official again denied that Israel had established a military base in the desert when speaking to Turkiye's Anadolu news agency.Geopolitical ImplicationsThe reports add to months of conflicting accounts over alleged Israeli activity inside Iraq and come as Iraq faces growing pressure amid escalating tensions between the US, Israel and Iran. Washington has repeatedly urged Baghdad to curb the influence of Iran-backed armed groups operating in Iraq.In March, US forces carried out strikes against the Popular Mobilisation Forces after attacks on a US diplomatic and logistics facility near Baghdad airport. Iran has also raised concerns over the allegations, with Iranian Ministry of Foreign Affairs spokesperson Esmaeil Baghaei stating that Tehran would raise the issue with Iraqi authorities and accusing Israel of seeking to destabilize the region.Future OutlookThe revelation of Israeli military bases in Iraq further complicates an already volatile regional situation. As the conflict with Iran continues, the presence of foreign military forces in Iraq without Baghdad's authorization risks escalating tensions and destabilizing the region further.The international community, particularly the United States, faces increasing pressure to address these covert operations and their implications for regional stability. The situation highlights the complex web of alliances and conflicts that characterize Middle East politics and the challenges of maintaining sovereignty in the face of powerful external interests.

The LeadOsaurus has introduced an innovative open-source, Apple-only LLM server that allows Mac users to seamlessly switch between local and cloud AI models while maintaining data privacy on their own hardware. This development addresses growing concerns about AI token costs and security by providing a user-friendly interface that runs AI in a hardware-isolated virtual sandbox.The Evolution from Dinoki to OsaurusOsaurus evolved from the idea for a desktop AI companion called Dinoki, which Osaurus co-founder Terence Pae described as a sort of "AI-powered Clippy." Dinoki's customers had questioned why they should buy the app if they still had to pay for tokens—the usage units AI companies charge for processing prompts and generating responses. This concern led Pae to develop Osaurus as a solution that allows users to run AI locally on their Macs, accessing files, browsers, and system configurations without relying on cloud services.Technical Capabilities and Model SupportOsaurus can flexibly connect with locally hosted AI models or cloud providers like OpenAI and Anthropic, allowing users to choose which AI models best fit their needs. The platform supports various models including MiniMax M2.5, Gemma 4, Qwen3.6, GPT-OSS, Llama, and DeepSeek V4. It also supports Apple's on-device foundation models, Liquid AI's LFM family of on-device models, and cloud connections to OpenAI, Anthropic, Gemini, xAI/Grok, Venice AI, OpenRouter, Ollama, and LM Studio. As a full MCP (Model Context Protocol) server, it provides access to tools for MCP-compatible clients and ships with over 20 native plugins for Mail, Calendar, Vision, macOS Use, XLSX, PPTX, Browser, Music, Git, Filesystem, Search, Fetch, and more. Recent updates have also added voice capabilities.User Adoption and Market PositionSince launching nearly a year ago, Osaurus has been downloaded over 112,000 times according to its website. The platform distinguishes itself from similar tools like OpenClaw or Hermes by offering an easy-to-use interface for consumers rather than developers, while addressing security concerns through a hardware-isolated, virtual sandbox that limits the AI's scope and keeps users' computers and data safe. Currently, Osaurus' founders, including co-founder Sam Yoo, are participating in the New York-based startup accelerator Alliance.The Future of Local AI and Business ApplicationsOsaurus' founders are exploring potential business applications, particularly in sectors like legal services and healthcare where running local LLMs could address privacy concerns. The team believes that as local AI models become more powerful, they could reduce demand for AI data centers. Pae noted that "the intelligence per wattage—which is like the metric for local AI—has been going up significantly," with local AI evolving from barely being able to finish sentences last year to now being able to run tools, write code, access browsers, and perform various tasks. The vision is for businesses to deploy Mac Studios on-premise, using substantially less power than traditional data centers while maintaining cloud-like capabilities.