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The Lead: Enterprise AI Security Gets a Major Boost Red Hat principal software engineer Sally O'Malley has unveiled Tank OS, a groundbreaking open source tool designed to transform how enterprises deploy and manage OpenClaw AI agents. Released on Tuesday, this innovation comes at a critical time as organizations increasingly adopt AI agents but face mounting security challenges in their implementation. The Technical Breakthrough: Containerized OpenClaw Architecture Tank OS represents a significant advancement in AI agent deployment by leveraging Red Hat's Podman container technology. The tool loads OpenClaw onto Red Hat's Fedora Linux OS within a Podman container, creating a bootable image that automatically launches the AI agent when the computer starts. This "rootless" container approach provides enhanced security by preventing containers from gaining privileges from the underlying machine, effectively isolating each OpenClaw instance. The comprehensive tool includes all necessary components for autonomous OpenClaw operation, including state management for memory retention, API key storage for service access credentials, and other essential features. Users can run multiple Tank OS instances on a single machine for different tasks without sharing credentials, ensuring complete isolation between AI agents. The Security Imperative: Addressing AI Agent Vulnerabilities The development of Tank OS directly responds to documented security risks associated with OpenClaw deployments. Recent incidents include a Meta AI researcher's Claw agent deleting all work emails and another instance downloading a user's WhatsApp DMs in plain text. These vulnerabilities, combined with a growing crop of malware targeting OpenClaw users, highlight the urgent need for secure deployment solutions. "It's an incredibly powerful application, but can also be dangerous if not configured properly," O'Malley acknowledged. "It's not a tool that you can use easily unless you do have some sort of technical experience." While Tank OS requires technical expertise to implement, it provides enterprise-grade security controls that were previously lacking in OpenClaw deployments. The Enterprise Transformation: Scaling AI Agent Management Tank OS specifically targets IT professionals managing corporate fleets of OpenClaw agents, addressing a critical gap in the current ecosystem. By containerizing OpenClaw, Tank OS allows IT teams to update and manage AI agents using the same container orchestration tools they already employ for other enterprise applications. This approach represents a paradigm shift in how organizations will manage AI agents at scale. As O'Malley noted, her interest lies in "how it's going to look scaled out when there are millions of these autonomous agents talking to one another." Tank OS provides the foundation for this future by enabling secure, manageable, and scalable AI agent deployments across enterprise environments. The Competitive Landscape: Tank OS vs. Alternative Solutions Tank OS enters a rapidly evolving market of OpenClaw implementations and alternatives. While NanoClaw offers similar containerization using Docker, Tank OS differentiates itself through its deep integration with Red Hat's ecosystem and focus on enterprise use cases. O'Malley's position as an OpenClaw maintainer gives her unique insights into the project's direction and requirements. "This was a fun project that I put together on the weekend that I knew would be a really good fit for AI and where we're going," O'Malley explained, emphasizing her commitment to making advanced AI technology accessible to both power users and enterprise IT departments. The Future Outlook: Enterprise AI Adoption Accelerates The release of Tank OS signals a maturation of the AI agent ecosystem, moving from experimental deployments to enterprise-grade implementations. As organizations increasingly recognize the value of local AI agents while remaining concerned about security risks, solutions like Tank OS will become essential infrastructure components. Looking ahead, we can expect continued innovation in AI agent security and management, with containerization likely becoming the standard deployment approach. Red Hat's involvement through both Tank OS and O'Malley's dual role as Red Hat engineer and OpenClaw maintainer positions the company at the forefront of this emerging enterprise AI landscape. "I joined OpenClaw because I see it working to enable everyone to run AI in a safe way, that's open," O'Malley stated, reflecting the project's core mission. Tank OS represents a significant step toward achieving that vision in enterprise environments, balancing openness with the security controls required for organizational adoption.

The Evolution of AI Meeting Notetakers AI meeting notetaker apps have realized that transcribing meetings and providing summaries alone is not enough to justify their business models and valuations. They now want to act as a full workspace where users bring in data from different sources, search across all of it, and make decisions about their business. Following notetakers like Read AI, Fireflies.ai, and Fathom, Otter is now launching enterprise search by acting as a Model Context Protocol (MCP) client. Otter's New Enterprise Search Feature Otter has been around for nearly a decade now, but it has been making moves toward becoming an enterprise productivity tool in the last few months. With this launch, users can connect their Gmail, Google Drive, Notion, Jira, and Salesforce accounts and query that data along with existing meeting data. The company said that it will soon allow connections with Microsoft Outlook, Teams, SharePoint, and Slack. Users can not only search for data across these tools but can also push meeting summaries to Notion or draft a Gmail message. AI Assistant Redesign The company said that it has also redesigned its AI assistant to be consistently present across the whole interface, so users can ask questions anytime. The assistant can understand the context of the screen, such as a particular meeting or a channel, and answer questions accordingly. Botless Meeting Capture and Enterprise Preferences Meanwhile, most notetakers are following Granola’s lead and allowing for a botless meeting capture — recording meetings using a device’s system audio rather than having a bot join the call. Otter said that it brought this feature to the Mac app late last year, and is now launching a Windows app with a similar feature. Otter CEO Sam Liang said that the company’s enterprise customers prefer when a meeting notetaker joins the call. User Growth and Financials 25 million users and $100 million in annual recurring revenue last year Now has 35 million users Otter said that it has a deduplication feature that prevents a swarm of bots from joining a meeting simultaneously to avoid situations where there are more bots than humans on a call.

The Guardian's Take on David Pearson's New PlayDavid Pearson's 'Firewing' premieres at Hampstead Theatre, offering a witty yet poignant look at the relationship between a young photographer and his grumpy mentor. The production, directed by Alice Hamilton, is described as quietly sensitive and gently paced, filled with tender and funny writing.A Tale of Two Twitchers in a Remote HideThe play is set in a bird hide in the middle of nowhere, featuring Marcus (Charlie Beck) and Tim (Gerard Horan). They have a rocky start but bond over shared backgrounds and family secrets. The setting creates an atmosphere of isolation where the characters reveal their true selves.The Ethics of the Lens: Authenticity vs. AIThe Contested Photo: The title refers to a rare Siberian bird never photographed outside Russia. Tim claims to have a photo of it in Britain, which is contested as fake.Modern Art Critique: The play snidely critiques how iPhones and AI have debased the artform, raising questions about the 'truth' of a picture.Bridging Generational Gaps in the ArtsThe narrative is as much about fathers and sons as it is about creativity. It highlights the tension between traditional mentorship and modern technology, using the lens of wildlife photography to explore deeper family dynamics.A Promising Sign for London's Emerging TalentDespite a narrative arc that isn't fully dramatic, the performances are gripping. This is another success for the theatre's downstairs space for emerging writers, solidifying its reputation for discovering talent in the making.

Shakhtar Donetsk have defied displacement, a depleted squad and a relentless travel schedule to book a semi‑final clash with Crystal Palace in the UEFA Conference League. The Turkish ex‑forward turned coach Arda Turan has steered the side through 15 European matches since July, culminating in a Thursday first‑leg in Krakow.The marathon European campaign under Arda TuranSince their opening qualifier in Ljubljana on 10 July, Turan’s side have navigated a hybrid season of Europa League qualifiers, a drop‑down to the Conference League and a grueling knockout run. The club’s chief executive Serhii Palkin describes Turan’s on‑pitch energy – “running three to four kilometres every game” – as a key factor in maintaining performance despite constant travel.Travel toll: distances, matches and logisticsHome fixtures staged at Krakow’s Henryk Reyman Stadium – roughly 1,000 miles from Donetsk.Quarter‑final second leg in Alkmaar required a 24‑hour journey, combining bus and limited air travel.Typical itinerary: post‑match bus to a Polish city (≈4 hours), early‑morning train to Kyiv, training, domestic derby, then immediate travel to London for the next European tie.Overall, the squad has covered over 8,000 km in the current campaign.Strategic resilience: how exile reshapes Shakhtar’s identityForced out of the Donbas Arena in 2014, Shakhtar rebuilt its model around a Brazilian pipeline, now fielding 14 Brazilians including teenage playmaker Isaque Silva. Despite losing 14 players and staff after FIFA’s special regulations, the club’s academy continues to produce talent such as Viktor Tsukanov and Denys Smetana. The “bridge to top European leagues” philosophy remains intact, as evidenced by the £35 m sale of Kévin to Fulham.Looking ahead: what the Palace semi‑final means for Shakhtar’s futureA victory would not only secure a historic European final for a club without a true home ground, but also boost morale across Ukraine, where the match will be watched by a nation still coping with war. Success could attract further investment in the Brazilian recruitment network and cement Turan’s reputation as a manager capable of thriving under extreme adversity. Conversely, a loss would underline the logistical challenges that may limit Shakhtar’s long‑term competitiveness in Europe.

The Systematic Destruction of Bint JbeilIn the historic heart of Bint Jbeil, a 400-year-old Great Mosque once stood as a testament to the city's enduring cultural memory. Today, it lies in ruins, alongside more than 1,500 buildings systematically destroyed by Israeli forces in an escalating military campaign in southern Lebanon.Through the meticulous analysis of satellite imagery and open-source intelligence, a visual investigation by aljazeera.net's fact-checking team has revealed a deliberate Israeli policy to render southern Lebanon permanently uninhabitable.The border villages and towns of southern Lebanon are witnessing a relentless military escalation beyond conventional warfare. Israeli operations have expanded into a policy of systematically "wiping out" civilian homes, residential neighbourhoods and vital infrastructure, analysis of the map shows.This pattern has drawn direct comparisons to the Israeli military's brutal tactics in the Gaza Strip, which lies in ruins. Most of Gaza's 2.3 million people remain forcibly displaced.Legal experts, analysts and local officials warn that the ultimate objective is the "emptying of residential geography", carving out a depopulated "buffer zone" at the forward edge of the border that permanently prevents displaced residents from returning and establishes a violently enforced demographic reality on the ground.Israel says it wants to create a buffer zone in southern Lebanon to prevent attacks from Hezbollah.A Visual Map of ObliterationBint Jbeil has emerged as the epicentre of this devastation, functioning as a concentrated model of Israel's border strategy. By verifying and geolocating visual evidence, Al Jazeera's digital investigation team tracked 14 distinct videos published by Israeli soldiers and journalists between 16 and 24 April.The resulting map of the blasts exposes a highly concentrated campaign of destruction. The data reveals that 93 percent of the documented demolitions – 13 out of the 14 incidents – occurred within the Nabatieh governorate.Half of these catastrophic explosions were focused squarely within the Bint Jbeil district, systematically flattening entire blocks in the towns of Bint Jbeil, Beit Lif, and Ainata. Another 43 percent of the blasts targeted towns administratively tied to Nabatieh, such as Khiam, Kafr Kila, and Rab El Thalathine, while a single significant demolition was recorded further west in the coastal town of Naqoura.These figures underscore a methodical blueprint to dismantle civilian infrastructure. Aerial data and satellite imagery collected up to late April reveal a staggering reduction in Bint Jbeil's urban mass. According to Bazzi, more than 70 percent of the city has been totally destroyed, with another 20 percent partially damaged, bringing the affected urban footprint to more than 90 percent.Approximately 3,000 housing units have been completely levelled. The demolitions have been heavily concentrated in the city's commercial centre and its oldest, most historic neighbourhoods, including Ain al-Saghira and the Mosque Quarter.The destruction has stretched far beyond residential buildings to the city's eastern and western outskirts, targeting power stations, water networks, schools and hospitals, including the Salah Ghandour Hospital.Furthermore, Bazzi added that agricultural land has been razed and subjected to incendiary weapons and white phosphorus munitions, describing the scorched-earth tactics as a "compound crime" under international humanitarian law, which strictly prohibits the intentional destruction of civilian property and livelihoods.Strategic Military Objectives and Buffer ZonesIsraeli military reports openly highlight the strategic importance of Bint Jbeil and the neighbouring town of Maroun al-Ras. Sitting at high altitudes, these areas overlook illegal northern Israeli settlements such as Avivim, Yir'on, Dovev, Malkia and Dishon. The Israeli military command views absolute control over these vantage points as crucial for field superiority and for directing artillery fire deeper into Lebanese territory.The Israeli military recently announced that its 98th Division had completed the encirclement of the Bint Jbeil area as part of "Operation Northern Arrows". The stated goal is to neutralise the threat of antitank missiles and push back Hezbollah's Radwan Force. Currently, five military divisions are deployed deep in the area, tasked with dismantling Hezbollah's subterranean and surface infrastructure.Israeli media coverage frequently evokes the 2006 war's brutal battles in Bint Jbeil, where eight Golani Brigade soldiers were killed, framing the extensive destruction of the city in 2026 as an act of military retribution.Hezbollah had claimed victory in the 2006 war as it had prevented Israel from achieving its war goals.Israeli Prime Minister Benjamin Netanyahu recently stated that his forces were continuing to strike Hezbollah mercilessly and were close to concluding the battle in Bint Jbeil. Netanyahu confirmed he had issued clear, unequivocal instructions to the military to continue expanding the security belt and to intensify their fortified presence within the newly created buffer zone.Humanitarian Crisis and Future OutlookIn direct response to the expanding demolitions, Hezbollah released a defiant video message in Arabic and Hebrew, vowing to thwart Israel's efforts to establish a buffer zone over the ruins of southern Lebanese communities."Any security belt, no matter its depth, will prevent our activation when we decide to do so," the group warned. The broadcast served as a clear reminder of Hezbollah's intact arsenal of rocket launchers, drones and precision-guided missiles.The video featured a previous statement by Hezbollah Secretary-General Sheikh Naim Qassem, who declared that illegal Israeli settlements "will not be safe, even if the Israelis enter any area in Lebanon". Hezbollah fighters continue to launch precise, deadly strikes using missiles and explosive drones against Israeli troop gatherings operating within the ruins of the border villages.For the 2,000 families forcibly displaced from Bint Jbeil, the loss of their homes, heritage and livelihoods is absolute. Yet, despite the destruction of historic mosques and neighbourhoods, the resolve of its residents remains unshaken.Bazzi urged immediate international intervention to halt the blatant violations of international law, maintaining that Israel's attempt at erasure would ultimately fail to uproot the people from their land.

The Stalemate Crisis: Why County Cricket is Failing to Deliver ResultsDespite ideal weather conditions, the County Championship is witnessing a disturbing trend of matches ending in stalemates rather than decisive victories. This phenomenon is driven by a combination of tactical conservatism, pitch preparation, and a points system that arguably rewards safety over risk.Tactical Fatigue and the Points System DilemmaThe core issue lies in the captaincy decisions made under the current framework. With 8 points awarded for a draw, captains are often incentivized to defend a lead rather than push for a win, even when the bowling attack is fresh. The article highlights a specific incident where Warwickshire captain Ed Barnard failed to declare despite having a lead of 180, prioritizing the 8-point safety net over the potential 20 points for a victory.Current System: 8 points for a draw, 16 for a win.Proposed Change: Increasing the winning margin to 20 points to encourage aggressive declarations.Player Fatigue: Bowlers are being overworked, as seen when eight Bears bowlers exceeded 16 overs in a single innings.Batting Dominance and Pitch ConditionsSurrey's dominance is a stark example of how pitch preparation can stifle competition. With scores like 520 and 691 being posted, the pitches are arguably too flat for first-class cricket, removing the threat of collapse. This raises questions about the groundsman's role and Surrey's long-standing refusal to play a specialist spinner, an approach that has yielded pennants but questions the sport's competitive balance.Rising Stars and Structural FlawsAmidst the tactical failures, individual performances stand out. Henry Crocombe has emerged as a revelation, topping Division One bowling charts with 16 wickets at an average of less than 18. His performance against Joe Root highlights the potential for English talent outside the central contracts system. However, structural issues like the "unhappy substitute" rule continue to plague the sport, as seen in the Durham-Lancashire match where a wicketkeeper-batter was forced to bowl spin.The Future OutlookFor the County Championship to regain its status as a premier first-class competition, structural changes are inevitable. The debate over the points system and pitch standards will likely intensify, with administrators under pressure to ensure that the "extraordinary environment for strategic complexity" translates into tangible results rather than frustrating draws.

The LeadSports people can be more than the sum of their athletic achievements. Lewis Hamilton stands unquestionably as one of the greatest drivers in the history of Formula One having delivered both records and outstanding performances that will be hard to surpass. Yet it is indicative of his character that the seven-time world champion rates them all as sitting only alongside what might ultimately be his most significant and long-lasting legacy.The Mission 44 InitiativeMission 44 came about because Hamilton was acutely aware of the lack of representation of black people and those from disadvantaged backgrounds in motorsport. In 2021 he established the Hamilton commission to investigate the causes and subsequently created Mission 44 to address them. The foundation supports schoolchildren facing poverty and a lack of role models encouraging a pursuit of science, technology, engineering or maths (Stem) skills and careers in motorsport.Investment and ReachHamilton put his money where his mouth is by investing £20m in the project and its impact was felt immediately. Focusing on grassroots investment to make education more inclusive and to help young people into Stem careers, there have been 550,000 young people involved across the world and 50,000 helped specifically in the Stem and motorsport areas, with over £9m awarded in grants.Transforming Lives in MotorsportYet alongside the numbers are the human stories. In order to directly influence motorsport, in 2022 Mission 44 launched its scholarship programme in partnership with the Royal Academy of Engineering, which would meet the costs of scholars from black or mixed black backgrounds to study for a master's degree in motorsport engineering. This year it will fund them to the tune of up to £43,000 per person, as well as offering vital mentoring, networking and career support. It has proved to be life-changing.The Future of Diversity in F1Unsurprisingly then, the foundation has not remained static in its ambitions. Owuye notes perhaps the greatest barrier she experienced was her background – state educated and with parents she describes as not having professional jobs and who had not attended university. "A defining factor or an obstacle in all of the things that led to this point would be socioeconomic background over anything else and being working class," she says. "Formula One as an industry historically has tended to hire from, and still do, the kind of elite universities and there's not a great deal of socioeconomic diversity at those universities. So naturally, as a result, you see that underrepresentation filter into the industry."

Clooney’s Urgent Appeal After the White House Dinner ShootingDuring the ceremony where he received Film at Lincoln Center’s annual Chaplin award, George Clooney addressed the recent shooting at the White House Correspondents’ Dinner, describing it as an assault on the very soul of the United States.Speech at Lincoln Center’s Chaplin Award CeremonyThe event, held at the Lincoln Center in New York, traditionally honors cinematic achievement. In his remarks, Clooney said, “I disagree with everything that this administration stands for, but there’s no place for the kind of violence we saw two nights ago in Washington DC.” He also referenced recent incidents in Minnesota, linking them to a broader pattern of hatred and cruelty.Absence of Direct Policy ProposalsClooney’s comments were moral rather than legislative; he offered no specific policy solutions, instead urging a collective, citizen‑driven effort to “build a more perfect union, heal our wounds and begin to truly make America great again.”Potential Ripple Effects on Public DiscourseThe actor’s stature and the high‑profile platform could amplify calls for bipartisan civility, pressuring politicians to address gun‑violence rhetoric. Media analysts note that celebrity interventions often shift narrative focus, especially when they tie cultural events to national trauma.What This Means for Future Celebrity ActivismBy linking a personal honor to a national crisis, Clooney may set a precedent for other public figures to leverage award stages for political messaging. Observers predict a rise in similar interventions, especially as cultural institutions grapple with their role in shaping public opinion during moments of societal unrest.

In a climate where climate denial, vaccine skepticism and "alternative facts" dominate headlines, Helen Pearson shows that the tide of evidence‑based practice is still rising. Drawing on five years of interviews with over 200 experts, she offers concrete steps for citizens, educators and policymakers to push back against the growing rejection of science. The Rise of Anti‑Science Rhetoric in Politics and Public Health Recent statements from high‑profile figures have amplified doubt: Donald Trump labeled climate change a "con job", while U.S. health secretary Robert F. Kennedy Jr. has slashed 25,000 staff positions at science agencies and publicly undermined vaccines. In the UK, only 40% of respondents believe information about science is "generally true". These attacks echo the 1992 backlash against evidence‑based medicine, when a small group of doctors faced accusations of "dangerous innovation". Numbers Showing Declining Trust and Funding Cuts Public trust in scientific institutions fell from 58% in 2018 to 40% in 2025 (Ipsos UK). U.S. federal science staffing reduced by 12% between 2022‑2025, equating to 25,000 jobs lost. Investment in AI‑driven evidence synthesis reached $126 million in 2025, signaling a counter‑trend toward better access to research. Over 70% of English school leaders now report using research to guide decisions, up from 45% in 2010. Evidence‑based anti‑poverty programmes have impacted an estimated 850 million lives worldwide. Why the Erosion of Evidence Matters Across Sectors The decline in trust is not just an abstract concern; it directly affects health outcomes, climate action and economic policy. When citizens reject vaccine data, disease outbreaks become more likely, increasing healthcare costs. Climate denial stalls emissions‑reduction legislation, jeopardizing global temperature targets. In education, ignoring rigorous studies on tutoring and phonics can widen achievement gaps. What Experts Predict for the Future of Evidence‑Based Decision‑Making AI‑powered synthesis tools like Consensus will become mainstream, allowing anyone to query a database of >250 million papers within seconds. Curricula that embed critical‑thinking and "evidence literacy" are expected to be adopted in at least 60% of OECD schools by 2030. Funding bodies are likely to tie grant eligibility to open‑access data sharing, accelerating transparency. Grass‑roots fact‑checking networks will grow, with community‑led platforms verifying claims in real time. Ultimately, Pearson reminds readers that science is a human endeavour—messy, iterative, and sometimes uncertain—but its collective weight still outpaces anecdote. By asking for evidence, checking peer review, and supporting institutions that champion rigorous research, individuals can help tip the balance toward reason.