Edition for August 26, 2026

NVIDIA's Vera Rubin NVL72 sets a new efficiency standard for AI agents, achieving up to 30x more work per watt. This advancement is crucial as agentic AI workloads are significantly more demanding, consuming 15x more tokens than simple chat requests, highlighting the need for efficient processing in complex AI tasks.

• •NVIDIA introduces the Vera Rubin NVL72 for AI agents.
• •Achieves up to 30x more work per watt efficiency.
• •Agentic AI workloads require significantly more resources.

A new report reveals that 68% of employees utilize AI tools at work, while 74% of managers are willing to delegate tasks to AI, despite recognizing security risks. This disparity highlights a growing comfort among leaders in leveraging AI for productivity, even as concerns about data protection persist.

• •68% of workers are using AI tools in their jobs.
• •74% of bosses are comfortable delegating tasks to AI.
• •Concerns about security risks are acknowledged by managers.

The platform verifies citations and connects AI agents to legal databases used by law firms and legal departments.

• •Google has launched the Legal Gemini platform.
• •The tool aims to reduce errors and hallucinations in legal documents.
• •Connects AI to relevant legal databases.

The discussion around artificial intelligence (AI) in the financial sector is shifting focus. After the experimentation phase, banks now face a more complex question: how to incorporate technology into operations without losing control, security, and the ability to generate results.

• •Banks are restructuring processes to integrate AI into operations.
• •The experimentation phase is giving way to large-scale implementation.
• •Challenges include control, security, and result generation.

A study by DuckDuckGo reveals that 32% of users share personal secrets with AI, yet most are unaware of how this information is used by companies. This raises concerns about privacy and data usage.

• •32% of users confide secrets to AIs.
• •Most are unaware of personal data usage.
• •Study conducted by DuckDuckGo.

The digitization of financial services has not eliminated the demand for human assistance. A survey reveals that 91% of Brazilians struggle to resolve issues with banking chatbots, with 55% reporting repeated difficulties. The dissatisfaction with automation highlights the need for a balance between technology and human support.

• •91% of Brazilians are unable to resolve issues with banking chatbots.
• •55% of respondents faced difficulties multiple times.
• •Digitization does not replace the need for human assistance.

If you're responsible for turning data and AI strategy into enterprise reality, this is a conversation worth being part of.

• •Enterprise AI strategies are crucial for business success.
• •Data-driven decision-making is becoming a standard.
• •Leadership questions in AI can shape future innovations.

You can now use PythonOperator and BashOperator to run custom Python functions and shell scripts directly in the Amazon MWAA Serverless runtime, without provisioning additional infrastructure. This post walks through building a serverless pipeline that converts CSV files to JSON using a PythonOperator and verifies the output with a BashOperator.

• •Amazon MWAA now supports PythonOperator and BashOperator.
• •Run custom Python functions and shell scripts serverlessly.
• •No need for additional infrastructure provisioning.

Learn how Python dataclasses go beyond reducing boilerplate with custom fields, validation, computed attributes, immutability, and memory optimization techniques.

• •Python dataclasses simplify class creation with less boilerplate.
• •They support custom fields and validation for robust data handling.
• •Computed attributes enhance functionality without extra methods.

Apple has unveiled its new M6 and M5 Ultra chips, promising significant advancements in performance and artificial intelligence capabilities. These chips are designed to enhance computing power, particularly for AI applications, which could reshape the landscape of high-performance computing and software development.

• •Apple introduces M6 and M5 Ultra chips.
• •Focus on performance and AI computing enhancements.
• •Targeted at high-performance computing applications.

A forward deployed engineer (FDE) integrates directly with a customer's team to build and maintain production systems, rather than creating generic products from a distance. This role emphasizes delivering functional code that remains operational, highlighting the importance of close collaboration with clients.

• •FDEs work directly within customer teams and infrastructures.
• •They focus on building and integrating production systems.
• •This role contrasts with traditional software engineering roles.

Both models can write code, identify errors, and solve mathematical problems, but they exhibit significant differences in performance, flexibility, and usage.

• •Llama 3 and GPT-4o are AI models focused on programming.
• •Both can solve mathematical problems and find errors in code.
• •Differences between them include performance and flexibility.

The article discusses the shortcomings of automated code review processes, highlighting that 89% of automated checks in repositories have never been tested against known-bad inputs. This raises concerns about the reliability of these checks, as many may not effectively identify issues in the code. The author emphasizes the importance of negative controls in ensuring that automated reviewers are truly effective.

• •Automated checks are prevalent but often untested.
• •89% of guards in the author's repositories lack failure tests.
• •Negative controls are crucial for validating automated reviews.

Most LLM inference runtimes lack awareness of physical deadlines. This particular model prioritizes maintaining a 33ms robot control cycle by evicting KV cache based on meaning rather than age, and it is entirely written in hand-crafted CUDA without relying on cuBLAS or libtorch.

• •LLM inference runtimes often ignore physical deadlines.
• •The model prioritizes a 33ms robot control cycle.
• •It evicts KV cache based on meaning instead of age.

The article discusses the integration of gVisor sandboxes into distributed Ray clusters, enhancing the security and isolation of complex post-training workflows in reinforcement learning. This partnership with Anyscale aims to streamline the orchestration of dynamic rollouts and code generation, making Ray a more robust runtime for various AI applications.

• •Ray is becoming the standard for post-training workflows in reinforcement learning.
• •gVisor sandboxes enhance security and isolation for executing dynamic AI tasks.
• •The integration aims to simplify resource management within Ray's programming model.

Logicalis and Nutanix have expanded their strategic partnership in Latin America, focusing on infrastructure modernization, hybrid and multicloud environments, and the adoption of artificial intelligence. This collaboration combines Logicalis's technology expertise with Nutanix's infrastructure platform.

• •Partnership between Logicalis and Nutanix expands in Latin America.
• •Focus on infrastructure modernization and hybrid environments.
• •Adoption of artificial intelligence as a priority.

This post demonstrates how Google BigQuery users can query data stored in Amazon S3 Tables without duplicating it across clouds. It explains the connection process via the AWS Glue Iceberg REST Catalog using IAM-based access control, allowing for a governed dataset to be queried live from BigQuery.

• •Google BigQuery users can access Amazon S3 data directly.
• •No need to copy data between cloud platforms.
• •Utilizes AWS Glue Iceberg REST Catalog for integration.

On the 20th Anniversary, we recognize how AWS has continued to push the boundaries of what cloud computing can deliver, building custom silicon for general-purpose and AI workloads and expanding EC2 into new form factors and deployment models that our customers in 2006 could not have imagined.

• •AWS celebrates the 20th anniversary of EC2.
• •Custom silicon is being developed for AI and general-purpose workloads.
• •EC2 has expanded into new form factors.

Walk through upgrading a PySpark ETL job from AWS Glue 5.1 to AWS Glue 6.0 using the generative AI upgrades for Apache Spark. The upgrade analysis automatically detects incompatibilities, applies fixes, and validates results with data quality checks.

• •AWS Glue 6.0 introduces AI-powered upgrades for Spark.
• •The upgrade process focuses on PySpark ETL jobs.
• •Automated analysis detects and resolves incompatibilities.

The AWS Weekly Roundup highlights initiatives aimed at engaging students, including rewards on the AWS Builder Center and the introduction of a Local Zone in Las Vegas. These efforts not only foster learning and innovation among students but also enhance AWS's presence in the region, potentially driving future cloud adoption and talent development.

• •AWS engages students with rewards on the AWS Builder Center.
• •Local Zone in Las Vegas enhances AWS's regional infrastructure.
• •Over 50 talks delivered at universities to inspire students.

To generate intelligence at scale, AI factories must operate continuously, focusing on metrics like tokens per second and cost per token. This necessitates a cohesive AI infrastructure designed as a factory rather than disparate accelerators, prompting hyperscalers and AI-native companies to innovate with custom XPUs.

• •AI factories require continuous operation for scalability.
• •Key metrics include tokens per second and cost per token.
• •A cohesive infrastructure is essential for efficiency.

Successful exploitation of this vulnerability could result in full Remote Code Execution (RCE) as the web server user. An authenticated OS Command Injection vulnerability exists in ZoneMinder's event export functionality, allowing any authenticated user with View Events permission to execute arbitrary operating system commands on the server.

• •Zoneminder versions 1.37.48 and 1.38.3 are affected.
• •Vulnerability allows Remote Code Execution (RCE) as the web server user.
• •Authenticated users can exploit the OS Command Injection vulnerability.

Cybersecurity researchers have revealed UAT-10147, a Chinese-speaking cybercrime group targeting Windows and Linux servers in various sectors. The group employs AI to scale attacks and utilizes SPECTRE for EDR bypass and Linux rootkits, primarily affecting organizations in Brazil, Bolivia, China, Canada, and Vietnam.

• •UAT-10147 targets Windows and Linux web servers globally.
• •The group focuses on sectors like education, media, technology, and gaming.
• •AI is leveraged to enhance the scale of their cyberattacks.

An eight-month INTERPOL operation targeting West African organized crime has resulted in 58 arrests and the identification of 263 suspects. The operation involved 22 countries and aims to address the growing threat from criminal networks like Black Axe, highlighting the international collaboration needed to combat cyber fraud.

• •INTERPOL's operation lasted eight months.
• •58 arrests were made across 22 countries.
• •263 suspects were identified during the crackdown.

An independent researcher has discovered a new Windows backdoor named SLEEPWALKER, which remains dormant until it receives a specially crafted network packet. Once activated, it executes commands written in a unique 23-instruction language, highlighting potential vulnerabilities in network security protocols.

• •SLEEPWALKER is a newly identified Windows backdoor.
• •It remains inactive in memory until triggered by a specific packet.
• •The malware executes commands in a custom 23-instruction language.

The Los Angeles County Museum of Art (LACMA) has announced that a breach last year exposed customer and employee information, including social security and medical data. This incident raises concerns about data security and the protection of sensitive information in cultural institutions.

• •LACMA experienced a data breach last year.
• •Sensitive information, including social security numbers, was exposed.
• •The breach affected both customers and employees.

The article discusses the complexities surrounding data breach claims and the importance of verification. It highlights a case involving Carhartt, illustrating that not all claims from criminals can be trusted, and emphasizes the need for thorough investigation in cybersecurity incidents.

• •Data breach claims can often be misleading.
• •Verification of claims is crucial in cybersecurity.
• •The case of Carhartt serves as a cautionary example.

Threat actors are abusing npm and its mirrors to host malicious HTML pages that impersonate Cloudflare CAPTCHAs to redirect visitors to attacker-controlled websites. This exploitation poses significant risks to developers and users relying on npm for package management.

• •Hackers are using npm mirrors for phishing attacks.
• •Malicious pages mimic Cloudflare CAPTCHAs.
• •Visitors are redirected to attacker-controlled sites.

Garmin has unveiled its new Fenix 9 smartwatches, featuring an OLED display with up to 3,000 nits brightness, 50% more RAM, and an upgraded map engine for smoother panning. The base model starts at $999.99 and includes a scratch-resistant sapphire lens and 64GB of storage, along with new software features like Garmin Epic for tracking health and performance data over time.

• •Garmin launches the Fenix 9 smartwatch line.
• •The new model features a brighter OLED display at 3,000 nits.
• •It includes 50% more RAM and an upgraded map engine.

NVIDIA is showcasing the future of RTX gaming at Gamescom, featuring support from major publishers like Electronic Arts, Embark, and Ubisoft. The focus is on new games, anti-cheat technologies, and enhanced visual quality, highlighting the advancements in gaming technology and its impact on the industry.

• •NVIDIA is presenting RTX gaming innovations at Gamescom.
• •Major game publishers are supporting NVIDIA RTX Spark.
• •The focus includes anti-cheat technologies for fair play.

Meta on Tuesday announced new WhatsApp security features, including support for multiple passkeys for a single account, enhancing phishing-resistant sign-ins for iOS and Android users. Over 1 billion people currently use passkeys to access WhatsApp, with support for this feature first introduced in Android in October 2023.

• •WhatsApp introduces multiple passkeys for enhanced security.
• •New feature aims to protect against phishing attacks.
• •Available for both iOS and Android devices.

The Pixel 11's commitment to a 7-year security update highlights the increasing importance of robust security measures in mobile devices. As threats evolve, manufacturers must prioritize long-term security strategies to protect users.

• •The Pixel 11 promises 7 years of security updates.
• •Long-term security is crucial as cyber threats grow.
• •Manufacturers need to adapt to evolving security landscapes.

The evolution of screens, from TVs to mobile devices, has transformed the digital experience by connecting work, study, and leisure. The mobile market is maturing with longer replacement cycles, requiring innovations to meet varied usage contexts, such as autonomy and visual experience, influencing purchasing decisions.

• •Screens have evolved from simple models to immersive experiences.
• •Mobile devices have become essential in people's daily lives.
• •The smartphone replacement cycle exceeds 40 months.

The Galaxy S27 may feature a new design, according to leaked 3D renders. Subtle changes are expected, including a new camera structure for the S27 Ultra and the introduction of a Pro model. Additionally, the speaker position may vary between models, helping to physically differentiate them.

• •Leaks reveal new 3D renders of the Galaxy S27.
• •Design changes include a new structure for the cameras.

I replaced Chrome with an open source Android browser that supports all the extensions I need. This switch has enhanced my browsing experience significantly, allowing for greater customization and functionality compared to the standard Chrome browser.

• •Open source browser offers extensive extension support.
• •Enhanced customization options compared to Chrome.
• •Improved browsing experience with necessary tools.

In Part 2 of this series, connect Google BigQuery to Amazon S3 Tables using AWS Lake Formation credential vending. Lake Formation manages fine-grained permissions and issues short-lived, scoped credentials to external engines, allowing centralized governance over which teams and query engines can access Iceberg tables on AWS.

• •Connect Google BigQuery to Amazon S3 Tables.
• •Utilize AWS Lake Formation for credential vending.
• •Manage fine-grained permissions effectively.

This article discusses the limitations of periodic synchronization methods when transferring data from MySQL to BigQuery and how using binlog can overcome these challenges. It highlights the importance of Change Data Capture (CDC) in ensuring data integrity and real-time updates.

• •Periodic syncs can miss critical data changes.
• •Binlog provides a more reliable method for data transfer.
• •Change Data Capture (CDC) is essential for data integrity.

AWS Glue 6.0 is now available, lowering AWS Glue pricing by 30%, adding an AWS optimized build of Apache Spark 4.1, and introducing Apache Iceberg V3 capabilities suitable for enterprise adoption. This post covers the key capabilities and performance benefits, with code examples to help you get started.

• •AWS Glue 6.0 reduces pricing by 30%.
• •Introduces an optimized build of Apache Spark 4.1.
• •Features Apache Iceberg V3 for enterprise use.

U.S. data centers now account for nearly 40% of the world's data center electricity usage, driven by a significant increase in power demand due to AI advancements. This surge is leading to strain on the electrical grid and necessitating new infrastructure investments.

• •U.S. data centers consume 40% of global electricity for data centers.
• •AI advancements are a major factor in rising power demands.
• •Increased electricity usage is straining the electrical grid.

The article discusses the challenges of structured extraction from documents into SQL tables, focusing on distinguishing real columns from those that may disrupt data filtering. It emphasizes the importance of understanding document intelligence in enterprise settings, particularly when handling large volumes of files.

• •Explores structured extraction of document data into SQL.
• •Highlights the significance of real vs. disruptive columns.
• •Discusses enterprise document intelligence applications.

There's a lot going on in the Datablazer Community right now, and honestly, some of the best stuff gets buried before most people ever see it. So we're trying something new: the Datablazer Roundup aims to highlight key discussions and insights that can benefit community members and enhance their data-driven strategies.

• •The Datablazer Community is actively sharing valuable insights.
• •Key discussions often go unnoticed by many members.
• •The Roundup initiative aims to bring these insights to light.

Chasing down unpaid invoices doesn't have to be part of the job — here's how to get paid with the right tools.

• •Understand the importance of timely invoicing.
• •Utilize automated reminders to prompt payments.
• •Offer multiple payment options for convenience.

MuleSoft conecta todos os seus aplicativos e oferece uma visão completa dos seus clientes, independentemente do tamanho do seu negócio. Isso é especialmente útil para pequenas empresas e startups que buscam integrar suas operações e melhorar a experiência do cliente.

• •MuleSoft oferece integração de aplicativos para negócios de todos os tamanhos.
• •A plataforma ajuda a criar uma visão unificada do cliente.
• •Ideal para pequenas empresas e startups em crescimento.

Only 2.65% of B2B salespeople in Brazil excel at active prospecting, according to an assessment of 5,000 professionals. The majority, over 97%, face challenges ranging from improvisation to a lack of consistency in basic sales techniques.

• •Only 2.65% of B2B salespeople excel at active prospecting.
• •Over 97% of professionals are caught between improvisation and lack of consistency.
• •The assessment was conducted with 5,000 salespeople in Brazil.

While global investments in artificial intelligence (AI) infrastructure are expected to reach $1.43 trillion by 2026, few companies can convert these investments into strategic outcomes. A study by Insi and Fundação Dom Cabral reveals that only 8% of companies can transform AI into a competitive advantage.

• •AI investments are projected to reach $1.43 trillion by 2026.
• •Only 8% of companies can turn AI into a competitive advantage.
• •Study conducted with over 100 CEOs and C-level executives.

Apple has launched the new M6 and M5 Ultra chips, with the Mac Studio priced at R$ 69,999 and the Mac mini starting at R$ 10,799. Deliveries of the new models will begin on September 22.

• •Apple introduces the M6 and M5 Ultra chips.
• •Mac Studio hits the market with a price of R$ 69,999.
• •Mac mini starts sales at R$ 10,799.

The TJ-RJ declared the bankruptcy of Grupo Oi on Tuesday (08/25). The decision followed the rejection of appeals filed by Bradesco and Itaú, marking a new chapter in the operator's financial instability.

• •TJ-RJ declares Grupo Oi bankrupt again.
• •Decision made after rejection of appeals from Bradesco and Itaú.
• •Grupo Oi faces ongoing financial instability.

Tokenization of assets is beginning to gain traction in the strategies of Brazilian banks, yet there remains a gap between intention and the ability to execute projects. A study by the IBM Institute for Business Value reveals that 23% of banking executives in Brazil consider tokenization central to their operations.

• •23% of banking executives view tokenization as central.
• •The implementation of tokenization projects is still limited.
• •Study by the IBM Institute for Business Value highlights this reality.

Trust is set to gain prominence in the strategies of financial institutions as digitalization advances in the sector. This is the key finding of the study 'Trust as an Asset: Building Value in the Financial Market in Times of Crisis,' produced by Box1824 in partnership with CI&T and presented during Febraban Tech 2026.

• •Digitalization is transforming the financial sector.
• •Trust is becoming a strategic asset for financial institutions.
• •The study was conducted by Box1824 and CI&T.

Self-driving truck startup Gatik has raised $200 million in its largest funding round to date, following a significant deal with PepsiCo. The investment was led by Qatar Investment Authority and Koch Disruptive Technologies, signaling strong interest in autonomous logistics solutions.

• •Gatik specializes in autonomous delivery trucks.
• •The funding round was led by Qatar Investment Authority.
• •PepsiCo's partnership highlights the demand for autonomous logistics.

The Trump family is establishing their own bank focused on the USD1 stablecoin, aiming to expand its usage. The conditional approval of the project comes amid a relaxation of banking regulations, which could impact the financial sector and the adoption of cryptocurrencies in business.

• •The Trump family plans to launch their own bank.
• •The bank will focus on the USD1 stablecoin.
• •The approval is conditional and reflects changes in banking regulations.

Bitcoin and other crypto tokens have surged past $80,000 for the first time since May, driven by the 'debasement trade' as the treasury intervenes in bond markets to control rising yields.

• •Bitcoin surpasses $80,000 for the first time since May.
• •The surge is attributed to the 'debasement trade'.
• •Treasury intervention in bond markets is a key factor.

The AI hedge fund, once a prominent figure on Wall Street, has quickly shifted from being a celebrated investment opportunity to facing federal scrutiny. This rapid decline highlights the volatility and risks associated with AI-driven financial ventures.

• •AI hedge fund was once the talk of Wall Street.
• •It is now under investigation by the SEC.
• •The situation underscores the risks of AI in finance.

The sold-out event at Atlantic Technical College will connect students with manufacturing apprenticeships as part of a federal push to rebuild the U.S. workforce.

• •OpenAI, SBA, and Labor Department collaborate on a jobs expo.
• •Event aims to connect college students with manufacturing opportunities.
• •Focus on rebuilding the U.S. workforce post-pandemic.

Colleen Sundlie transformed a unique product she discovered overseas into a successful side hustle, generating $7 million annually. Her journey illustrates the potential of entrepreneurial ventures that stem from personal passion and innovative thinking.

• •Colleen Sundlie turned a unique overseas product into a business.
• •Her side hustle is now generating $7 million annually.
• •The idea originated from a personal passion.