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Windows 11 is getting some big upgrades to tackle dreaded boot failures – and help novices set up their new PC

Windows 11 preview build 26200.5622 introduces Quick Machine Recovery (QMR) feature for automatic troubleshooting of boot failures.
QMR aims to fix boot problems through device recovery solutions accessed via Windows Recovery Environment.
New PC-to-PC migration capability rollout initiated in Windows 11 for easy file and setting transfer to new PCs.
Phone Link users can now mirror Android phone screens with a single click on the Start menu icon.
Widgets board in Windows 11 gets a navigation bar for switching between dashboards like sports feed or games.
Copilot+ PC users can utilize 'Draft with Copilot in Word' feature for context-sensitive AI-generated drafts.
These updates aim to simplify tasks for novice Windows 11 users, especially in setup and troubleshooting.
Utilizing QMR and PC-to-PC migration can aid users in addressing boot failures and setting up new PCs more efficiently.
The new features are still in testing but are critical additions expected in upcoming Windows 11 updates.
Expect these enhancements to improve user experience and offer essential solutions for common tech challenges.

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Perficient

209

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A Comprehensive Guide to Azure Firewall

Azure Firewall is a cloud-based network security service offering top-tier threat protection with stateful capabilities.
Key features include high availability, unlimited scalability, traffic inspection, threat intelligence, centralized management, compliance, and cost efficiency.
Azure Firewall enhances security by inspecting inbound and outbound traffic, using advanced threat intelligence to block malicious entities.
Centralized management simplifies network security policies across multiple subscriptions and virtual networks.
Scalability allows handling varying workloads without performance compromise, crucial for peak traffic periods.
Azure Firewall offers different versions, Basic, Standard, and Premium, catering to various throughput and security needs.
Each version offers different features like threat intelligence-based filtering, IDS/IPS, and TLS inspection.
Azure Firewall plays a vital role in hub-spoke network architectures, securing and routing traffic between Virtual Networks.
Deployment and configuration of Azure Firewall involve setting up the network, deploying the firewall, and configuring rules using rule collections.
Best practices for Azure Firewall include optimizing rule configuration, using Azure Firewall Premium, and adding multiple public IP addresses for scalability.

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Dbi-Services

218

Guidance for a SQL Server backup strategy in AWS EC2

S3 storage is a reliable option to store backups long term in AWS EC2.
The preferred ways to backup SQL Server in AWS EC2 include using URLs or Storage Gateway with File Gateway for S3 replication.
Backup retention strategies are crucial for data longevity, with options like optimizing storage class and defining retention periods.
S3 lifecycle policies are set up to manage retention, transitioning objects to appropriate storage classes and deleting them after specified periods.
Archiving backups efficiently requires custom scripts to move backups between different prefixes in S3, scheduled using tools like AWS Lambda or SQL Server Agent.
Accessing S3 from EC2 involves setting up IAM roles and securing temporary AWS credentials for read/write access only.
Retrieving backups for archiving is facilitated by tools like dbatools PowerShell module, aiding in selecting and processing backups based on defined criteria.
Archiving backups involves constructing source and destination keys in S3, and copying backups to designated prefixes using tools like Copy-S3Object.
Implementing a SQL Server backup strategy in AWS EC2 involves demystifying concepts, defining retention policies, and using tools like dbatools for efficient archiving.
Similar approaches can be applied to other RDBMS in EC2, with considerations for access restrictions and compression settings in SQL Server backups.

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Analyticsindiamag

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AWS Summit Mumbai 2025 Brings Cloud and AI Leaders Under One Roof

AWS Summit Mumbai 2025 is set to take place at the Jio World Convention Centre on June 19, 2025, bringing together pioneers of innovation, business minds, and technology experts for insights on cloud computing and generative AI.
The summit, themed 'From India to the world: Innovating the future', will explore how Indian enterprises are transforming industries and expanding innovations globally with AWS.
The event includes keynotes, breakout sessions, partner showcases, demos, and interactive experiences, tailored for professionals in various roles such as CXOs, developers, data scientists, and security specialists.
Attendees can expect a full-day agenda with activities like AI experiences, business innovation hub, industry insights, and networking opportunities, aimed at driving cloud-powered innovation in India.

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Guardian

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Google working on AI email tool that can ‘answer in your style’

Demis Hassabis, the head of Google DeepMind, is working on a next-generation email tool that aims to deal with the daily grind of sorting through emails, replying to mundane ones, and answering in the user's style.
Hassabis envisions an AI assistant that can enrich individuals' lives by providing recommendations, managing mundane tasks, and protecting attention from algorithms designed to distract.
He believes that artificial general intelligence (AGI) is about five to 10 years away and could lead to a new Industrial Revolution, emphasizing the importance of preparing for its impact on society.
Hassabis calls for cooperation between the US and China in developing AGI for the benefit of humanity and raises concerns about the fair distribution of benefits that AI could bring, urging economists and social scientists to address these issues.

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Silicon

155

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Samsung ‘In Talks’ To Put Perplexity AI On Phones

Samsung Electronics is in talks with AI start-up Perplexity to potentially integrate its tools into Samsung devices.
The discussions involve preloading Perplexity's app and assistant in upcoming Samsung devices and integrating its search features into Samsung's web browser.
A potential deal could result in Perplexity being a default assistant option in the Galaxy S26 smartphone range, and Samsung is expected to be a major investor in the upcoming funding round for Perplexity.
Apart from device integration, talks also include the possibility of building an AI-oriented operating system and an app for AI agents using Perplexity's and other AI companies' tools.

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Silicon

231

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Nvidia ‘Plans’ Cluster Capabilities For Blackwell China Chip

Nvidia is developing a Blackwell-based AI accelerator chip for the Chinese market known as B30, enabling users to create high-performance computing clusters by linking multiple units together.
The company is planning to produce over 1 million units of this new chip to maintain market share amidst US export restrictions that impacted their previous H20 chip.
The new chips are expected to have less performance due to compliance with US rules, but the cluster capabilities could enhance their appeal in the market.
Nvidia CEO Jensen Huang expressed interest in continuing to serve the Chinese market with new products, amid concerns about competition from domestic companies like Huawei in the AI chip sector.

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Dev

262

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Effective Strategies for AWS Cost Optimization

AWS offers various strategies for cost optimization to maximize the value of your investment.
Strategies include architecting for cost optimization using serverless computing and multi-AZ deployments.
Utilize AWS Global Accelerator for enhanced application performance across regions.
Define Disaster Recovery (DR) and High Availability (HA) strategies based on application and business needs.
Explore cost optimization solutions in AWS Marketplace and utilize third-party cost management tools.
Implement rule-based billing, set budgets, and allocate costs efficiently for business applications.
Utilize AWS Trusted Advisor, CloudWatch alarms, and Anomaly Detection for monitoring and alerting.
Understand AWS pricing models including Pay-as-you-go, Reserved Instances, Savings Plans, and Spot Instances.
Optimize data storage costs with strategies like S3 Intelligent-Tiering and lifecycle policies.
Use AWS serverless services like Lambda, API Gateway, and Aurora Serverless for cost efficiency.

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Guardian

231

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AI pioneer announces non-profit to develop ‘honest’ artificial intelligence

AI pioneer Yoshua Bengio has launched a non-profit organization called LawZero to develop 'honest' artificial intelligence that can detect deceptive AI systems.
LawZero received initial funding of about $30 million and is working on Scientist AI, a system designed to identify and prevent rogue AI behavior.
Unlike current AI tools, Scientist AI will offer probabilities instead of definitive answers and can predict harmful actions by autonomous systems.
Backed by organizations like the Future of Life Institute and individuals like Jaan Tallinn, LawZero aims to ensure AI safety and prevent potential risks associated with advanced AI technology.

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Guardian

146

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‘Nobody wants a robot to read them a story!’ The creatives and academics rejecting AI – at work and at home

Novelist Ewan Morrison discovered a fake book title generated by ChatGPT and refuses to use AI in his life and work.
Many individuals actively resist using generative AI due to fears of harm, ineffectiveness, or a preference for human interaction.
AI proponents criticize those who resist AI, labeling them as ignorant or out of touch.
Concerns among those who oppose AI include job losses, environmental impact, loss of human connection, and ethical concerns.
Some professionals, like audiobook narrators and academics, are concerned about the impact of AI in their fields, such as automated storytelling and student work.
Resistance to AI extends to late adoption or limited usage for specific tasks by some individuals, while others feel pressured to use it for career advancement.
Critics of generative AI view it as a threat to creativity, human connection, and the authenticity of art.
Some predict that audiences will eventually reject AI-created content in favor of more authentic, human-produced works.
Despite being technophiles, those resisting AI are motivated by a desire to protect human connection and creativity.
Individuals like Justine Bateman and Ewan Morrison appreciate the values of human creativity and community over dependence on artificial intelligence.

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Dev

298

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Complete Study Guide for AWS Certified Solutions Architect - Associate (SAA-C03) 🚀

The AWS Certified Solutions Architect - Associate (SAA-C03) exam focuses on designing solutions based on the AWS Well-Architected Framework and is geared towards professionals with at least 1 year of experience in cloud solution design.
The exam consists of 65 questions, with a passing score of 720 out of 1000, and covers domains like secure architectures, resilient architectures, high-performance architectures, and cost-optimized architectures.
Key topics include secure access, workload protection, data security, scalable architectures, high availability, performance optimization, and cost-effective solutions.
To prepare effectively, focus on mastering essential AWS services like EC2, S3, RDS, VPC, IAM, and utilize hands-on practice with AWS Free Tier accounts.
Study strategies involve following domain weightings, hands-on practice, utilizing key study resources like AWS Documentation, and managing time efficiently during the exam.
Recommended study progression includes achieving target scores in fundamentals quiz, services quiz, practice exams, and ultimately aiming for over 85% in the official exam.
Avoid out-of-scope services like Amazon Lightsail and IoT services to focus study efforts, understand the Well-Architected Framework, and practice scenario-based questions for success.
The SAA-C03 certification demonstrates proficiency in designing architectures on AWS and requires thorough preparation, practice, and continuous learning to succeed in the exam.
Stay updated with AWS services, join study groups, review mistakes, and practice extensively to enhance your chances of passing the exam and earning the certification.
Practice, hands-on experience, and understanding the core concepts of AWS are fundamental to excelling in the AWS SAA-C03 exam and achieving certification.

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Hackernoon

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The Future is Visual: The Image Search Revolution

The article discusses the shift towards visual search, using images instead of keywords for search queries.
Image embeddings and vector search are highlighted as revolutionary methods enhancing image search and analysis.
Vector search involves generating embeddings for images and finding visually similar images by calculating distances between vectors.
Applications in e-commerce, content moderation, medical imaging, and image retrieval are mentioned as practical uses of vector search.
The article provides a real-world example of using image embeddings and vector search in SQL on BigQuery for finding similar images.
Steps include creating a BigQueryML model, generating embeddings, and using VECTOR_SEARCH() for search.
The result of the search illustrates the effectiveness of vector search in finding visually similar images.
Image embeddings and vector search are transforming how visual data is interacted with, enabling more nuanced and efficient searches.
The article concludes by emphasizing the growing importance and impact of visual search powered by vectors.
The future of search is envisioned to be more visual-centric and driven by advancements in image embeddings and vector search.
The article recommends exploring image embeddings in BigQuery and Vector Search on BigQuery for further insights.

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Tech Radar

236

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Can’t upgrade your laptop to Windows 11? Asus joins Microsoft’s campaign urging you to buy a new Copilot+ PC, and I’m not sure that’s wise

Asus is encouraging those unable to upgrade to Windows 11 to consider purchasing a Copilot+ PC, following Microsoft's similar suggestion.
This approach overlooks the issue of numerous PCs becoming obsolete due to Windows 11's stringent hardware requirements.
Asus is hyping the capabilities of Copilot+ PCs, which currently may not be as groundbreaking as claimed.
Microsoft has been advising users with older Windows 10 PCs to switch to a new Copilot+ PC, a message being echoed by Asus.
There are concerns about the environmental impact of discarding functional Windows 10 PCs due to Windows 11's compatibility requirements.
Asus emphasizes the importance of upgrading to a Windows 11 laptop equipped with Copilot technology for an enhanced AI experience.
However, transitioning to a new device may not be the only solution, as options like extending support for Windows 10 and considering Linux exist.
The marketing push towards Copilot+ PCs raises environmental worries about electronic waste and sustainability practices.
Critics argue that the promotion of new devices over existing PCs disregards eco-friendliness and adds to tech landfill concerns.
While the benefits of Copilot+ PCs are highlighted, the current practical advantages may not fully justify the recommended upgrade.

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Siliconangle

432

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Informatica CEO sees Salesforce acquisition as strategic expansion, not exit

Informatica CEO, Amit Walia, views Salesforce's acquisition as a strategic expansion rather than an exit strategy.
The acquisition is seen as complementary for both companies, with Informatica's data tools benefitting Salesforce's AI strategies.
Informatica's platform enhances Salesforce's AI initiatives by providing crucial data foundation.
Informatica intends to maintain neutrality in the data ecosystem after the acquisition by Salesforce.

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Siliconangle

387

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On theCUBE Pod: Intelligent automation at scale, Nvidia’s AI push and the rise of software agents

Intelligent automation is becoming essential for enterprise modernization, with AI agents now integral to infrastructure and software strategies.
Major tech companies like Nvidia, Salesforce, Dell, and Intel are driving this shift through acquisitions, redesigns, and hardware innovations.
Orchestration, inference, and agentic systems are reshaping modern tech stacks, as discussed by analysts John Furrier and Dave Vellante on theCUBE Pod.
The emergence of sovereign cloud and on-country deployment models is expected to be a significant trend in the next two years.
Intelligent automation is reshaping the software landscape, with agents taking over decision-making roles and orchestrating actions.
While SaaS will still have its place, agents are predicted to become the high-value layer above SaaS applications.
Success in the intelligent automation era will depend on various factors including AI capabilities, data integration, security, compliance, and developer accessibility.
Nvidia is playing a crucial role in powering the AI infrastructure shift with its Grace Blackwell chips and Spectrum-X networking geared for intelligent automation at scale.
Dell and Intel are also making strides in the intelligent automation space, focusing on offerings that provide flexibility and full-stack AI solutions for enterprises.
The transformation towards intelligent automation emphasizes the importance of speed, scale, and rethinking traditional computing approaches to stay competitive in the evolving tech landscape.

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