Edition for September 17, 2026

Dr. Consulta, under the leadership of Paulo Yoo, CTO, aims to reposition itself as a technology company by integrating AI and interoperability into its growth strategy. This restructuring seeks to enhance healthcare services while expanding the company's presence in the technology sector.

• •Dr. Consulta focuses on technology, not just consultations.
• •Paulo Yoo leads the restructuring with an emphasis on AI.
• •Interoperability is key to the new strategy.

Technology leaders are divided on the pace of AI development. While some call for a coordinated slowdown to mitigate risks, others believe companies should take responsibility for safety measures. The debate intensified following Jacob Coxon's departure from OpenAI and Dario Amodei's proposal from Anthropic for stricter control over AI advancement.

• •Technology leaders discuss the pace of AI development.
• •Jacob Coxon left OpenAI over safety concerns.
• •Dario Amodei proposed a plan to control AI advancement.

Apple's iOS 27 update introduces Siri AI, but users must join a waitlist to access it. The AI assistant promises enhanced functionality, such as pulling information from various apps. However, it is limited to newer iPhone models and is not available in the EU and mainland China. Users report wait times of four hours to two days for access.

• •iOS 27 update launched with Siri AI as a key feature.
• •Users must join a waitlist to access Siri AI functionality.
• •Siri AI can integrate information from multiple apps.

This article discusses the critical issue of confidence in AI models, particularly in medical transcription. It highlights the dangers of systems that operate with high confidence but produce significant errors, emphasizing the need for mechanisms to flag uncertainty. The author shares insights from building a clinical documentation pipeline that addresses these challenges by improving accuracy and accountability in medical records.

• •Confidence in AI models can lead to unrecoverable errors.
• •A medical transcription incident illustrates the dangers of high-confidence mistakes.
• •Automated systems often lack the contextual understanding of human transcribers.

The article discusses the ongoing AI revolution in software development, highlighting the uneven adoption across organizations. It emphasizes a shift from traditional coding to AI-assisted management, where developers oversee AI tools like Claude Code. The author raises questions about the extent of AI's role in production code and its implications for developers' skills.

• •AI is revolutionizing software development, shifting roles from coding to supervision.
• •Many companies are still only beginning to adopt AI technologies.
• •Developers are increasingly managing AI tools rather than performing traditional coding tasks.

AI executives, including Anthropic's Sarah Heck, are increasingly discussing AI safety, with a notable surge in related legislation in Congress. Heck mentioned that even her mother has become an advocate for AI safety, highlighting the growing public concern. The conversation has intensified following the resignation of a former Anthropic researcher, who warned that AI development poses existential risks.

• •Sarah Heck noted a surge in AI safety discussions.
• •Legislation related to AI is rapidly increasing in Congress.
• •Public concern about AI risks is becoming mainstream.

Sam Altman, CEO of OpenAI, argues that the world should trust AI companies for responsible development, despite associated risks. During a conference, he acknowledged the growing fear surrounding the technology but believes companies can self-regulate and prioritize safety.

• •Altman calls for trust in AI companies for responsible development.
• •Acknowledges the growing fear regarding the risks of technology.
• •Advocates for self-regulation of companies instead of government regulation.

n8n has simplified my automation processes, replacing the chaos of cron jobs. It provides better visibility into when things go wrong, making it easier to set up and manage workflows.

• •n8n streamlines automation tasks effectively.
• •It replaces traditional cron jobs with a more user-friendly interface.
• •Users gain better insights into workflow failures.

The article discusses the challenges faced by an AI agent tasked with creating products and generating revenue. Despite launching seven products in two days, the agent earned $0 due to issues like silent failures, untested code, and misattributed user engagement. The focus is on the gap between product creation and actual earnings.

• •The AI agent launched seven products but earned nothing.
• •Silent failures were identified and fixed for better logging.
• •Code must be executed to catch bugs, not just tested.

In 2026, WordPress developer rates in the US range from $15 to $250 per hour, influenced by experience, geography, specialization, and channel overhead. The article compares various sources, highlighting a $20 median on Upwork and a $30.06 average on Indeed, while independent freelancers average around $69. Understanding these rates helps businesses align their projects with appropriate pricing.

• •2026 WordPress developer rates vary significantly.
• •Upwork median is $20 per hour; Indeed's average is $30.06.
• •Freelancers typically charge between $40 and $90.

Codename One introduces a new feature, ContactPicker, allowing users to select specific contacts without accessing their entire address book. This permission-free approach enhances user privacy while simplifying app functionalities like VoIP and delivery forms. The feature leverages system pickers on both Android and iOS, streamlining the process of obtaining necessary contact information.

• •Codename One is an open-source framework for app development.
• •The new ContactPicker feature enhances user privacy.
• •It allows selection of specific contacts without full access.

A coding agent can enhance Cypress testing by running commands in live browser sessions, allowing it to inspect the same evidence as developers. This addresses gaps in automated testing, particularly for visual or stateful failures, enabling better debugging and more reliable test outcomes.

• •Cypress now supports a terminal interface for live sessions.
• •AI can execute commands and inspect evidence like developers.
• •Visual failures can be diagnosed more effectively.

The new version of Java introduces performance optimizations to accelerate applications, particularly in AI.

• •Java 27 focuses on post-quantum cryptography.
• •Performance optimizations have been implemented.
• •Accelerates applications, especially those in AI.

Learn how headless patterns and AI agents power the ultimate seasonal quest on Trailhead.

• •Explore headless patterns in modern development.
• •Discover the role of AI agents in enhancing user experience.
• •Engage with seasonal quests on Trailhead.

Microsoft has announced that Windows Server 2022 will end its mainstream support next month, transitioning to extended support until October 2031. This shift emphasizes the importance of planning for updates and security measures as organizations rely on this platform for their cloud infrastructure.

• •Windows Server 2022 will end mainstream support next month.
• •It will enter extended support until October 2031.
• •Organizations need to prepare for updates and security measures.

Foodtech launches the cloud-based system Altec One and provides free management and accounting services for micro and small entrepreneurs in the out-of-home food sector.

• •Altec Sistemas presents the Altec One platform at Salão Abrasel.
• •The new solution is focused on micro and small businesses in the food sector.
• •The platform offers free financial consulting and accounting management.

With the release of Kubernetes v1.37, the Pod-Level Resource Managers feature has graduated to Beta status. This enhancement allows Kubelet's resource managers to utilize pod-level resource declarations for better hardware placement decisions, enabling hybrid allocation models that optimize resource usage for both primary application containers and auxiliary sidecars.

• •Kubernetes v1.37 introduces Pod-Level Resource Managers in Beta.
• •This feature enhances resource allocation for latency-critical applications.
• •It allows hybrid allocation models for primary and sidecar containers.

As interrupções na nuvem podem afetar serviços de diversas formas, é essencial seguir um fluxo estruturado de 'Verificar→ Investigar→ Reportar→ Resolver→ Revisar'. O artigo destaca práticas recomendadas para lidar com incidentes de confiabilidade, enfatizando a preparação e a prática para minimizar impactos.

• •Interrupções na nuvem podem ser globais ou específicas.
• •Siga o fluxo 'Verificar→ Investigar→ Reportar→ Resolver→ Revisar'.
• •Prepare seu ambiente para possíveis interrupções.

Today, we are announcing the availability of Agent Substrate on Google Kubernetes Engine (GKE). Agent Substrate is an open-source, secure-by-default agent execution runtime engineered to run millions of sandboxes with 10x higher density than standard container runtimes. Purpose-built for autonomous agents, it delivers sub-500ms resume operations at over 500 suspend/resume activations per second.

• •Agent Substrate enhances GKE with high-density agent execution.
• •It supports millions of sandboxes with improved performance.
• •Designed for autonomous agents, it ensures security and isolation.

The telecommunications industry is shifting towards Autonomous Network Operations, leveraging Graph Neural Networks (GNNs) integrated with AI agents. This combination enhances network automation by enabling advanced diagnostics and real-time decision-making, crucial for managing complex, large-scale networks. Google Cloud outlines the three essential components—Data, ML, and AI—driving this transformation.

• •Telecom is moving to Autonomous Network Operations.
• •Traditional ML methods are insufficient for complex networks.
• •Graph Neural Networks (GNNs) are being adopted for scalability.

Google Cloud introduces Filestore agent volumes, a fully managed storage solution designed for scaling agentic workloads. This new capability addresses the challenges of operational complexity and cold-start latency by providing high-performance, elastic file storage tailored for autonomous agents. It enables organizations to efficiently manage thousands of concurrent sessions while ensuring workspace isolation and instant session resumption.

• •Filestore agent volumes are designed for AI agent workspaces.
• •They provide high-performance, elastic file storage.
• •The solution addresses cold-start latency and operational complexity.

A mesh VPN provides a more secure alternative to traditional port forwarding by implementing controlled access. This approach enhances the security of home networks, addressing vulnerabilities associated with port forwarding.

• •Mesh VPNs offer improved security over port forwarding.
• •Controlled access reduces vulnerabilities in home networks.
• •Traditional port forwarding can expose networks to threats.

Uma operação de malware bancário ativa desde meados de 2025 tem utilizado um kit chamado KREMLIN para instalar extensões maliciosas no Chrome e Edge, que roubam credenciais, tokens de sessão e dados sensíveis.

• •Malware bancário utiliza o kit KREMLIN para ataques.
• •Extensões maliciosas são instaladas no Chrome e Edge.
• •Roubo de credenciais e dados sensíveis é o principal objetivo.

This article discusses the common misconception about redacting information in PDFs by simply overlaying a black box. It explains that this method does not remove the underlying text, which can be easily extracted, leading to significant security breaches. Proper redaction requires removing the text from the content stream, highlighting the importance of using appropriate tools to ensure sensitive information is truly protected.

• •Overlaying a black box on text in PDFs does not remove the text.
• •Sensitive information can be extracted even after visual redaction.
• •Historical examples show failures in PDF redaction leading to leaks.

The Spanish Data Protection Agency (AEPD) has received its first report of a data breach allegedly executed using an AI agent powered by a large language model (LLM). This incident raises concerns about the security implications of AI technologies in handling sensitive data.

• •Spain's AEPD reports a data breach involving AI.
• •The breach was allegedly executed using a large language model.
• •This is the first incident of its kind reported to the agency.

The ransom payment is just a small part of the total cost of a ransomware attack. Factors like downtime, recovery, and legal obligations can significantly increase expenses. Datto highlights the importance of a mature BCDR strategy to minimize downtime and streamline recovery processes.

• •Ransom payments are only a fraction of total ransomware costs.
• •Downtime and recovery can add millions to the overall bill.
• •Legal obligations also contribute to the financial impact.

Mandiant reported that an attacker hijacked an AI coding assistant session at a SaaS provider, spreading Shai-Hulud across approximately 100 internal code repositories. The compromised assistant recommended poisoned software, leading to the theft of repository secrets and source code.

• •An attacker hijacked an AI coding assistant session.
• •The incident occurred at an unnamed SaaS provider.
• •Shai-Hulud was spread across about 100 code repositories.

Parallels Desktop for Mac has a vulnerability that allows non-admin users to execute code with root privileges, as reported by JFrog. This flaw requires existing code running on the machine and does not operate over the network. The fix is available in Parallels Desktop 27, which is not compatible with Intel Macs.

• •Parallels Desktop has a critical security flaw affecting Mac users.
• •Non-admin users can gain root access through existing code.
• •The vulnerability does not exploit network access.

Starting with iOS 27.2, developers will have the option to use an alternative App Tracking Transparency system prompt in the EU, as part of Apple’s recent deal with the bloc. Here are the details.

• •iOS 27.2 introduces alternative App Tracking Transparency prompts.
• •This change is part of Apple's agreement with the European Union.
• •Developers can now customize tracking prompts for EU users.

Today Apple released the first iOS 27.2 beta, a surprising move since there’s been no 27.1 release. This update expands Siri AI support to five new languages, alongside an overhaul of the Health app.

• •Apple released the first iOS 27.2 beta today.
• •This release comes unexpectedly without a 27.1 version.
• •Siri AI support is expanded to five new languages.

Apple claims that the iPhone 18 Pro Max features the largest increase in battery life ever for an iPhone. However, lab tests are needed to verify this assertion and compare it with previous models.

• •Apple promises significant battery life improvements for the iPhone 18 Pro Max.
• •Lab tests are essential to validate Apple's claims.
• •Comparisons with previous models will provide clearer insights.

As part of the September 2026 Feature Drop, Google is rolling out a Wear OS update to the Pixel Watch 2, 3, and 4. This update is expected to enhance user experience and introduce new features for these devices.

• •Google releases a Wear OS update for Pixel Watch models.
• •The update is part of the September 2026 Feature Drop.
• •Enhancements aim to improve user experience.

The Galaxy Tab S10 Lite Wi-Fi with 256 GB is currently 29% off at Magazine Luiza; Samsung's tablet features a 90 Hz display and 8 GB of RAM, making it one of the best value options available.

• •Galaxy Tab S10 Lite has 256 GB of storage.
• •The tablet is currently 29% off.
• •Features a 90 Hz display, ideal for a smooth experience.

A atualização Android 17 QPR1 com o patch de segurança de setembro de 2026 está sendo lançada para diversos dispositivos Pixel. A atualização inclui correções em áreas como aplicativos, Bluetooth, câmera, exibição e interface do usuário.

• •Atualização Android 17 QPR1 é lançada com patch de setembro de 2026.
• •Inclui correções para dispositivos Pixel 6, 7, 8 e 9.
• •Melhorias abrangem aplicativos, Bluetooth, câmera e interface do usuário.

Databricks has announced an investment of R$ 1.5 billion in Brazil over the next three years, aiming to expand its product and service offerings, increase the local workforce, and strengthen partnerships. This move comes after the company tripled its business in the country in two years.

• •Databricks will invest R$ 1.5 billion in Brazil.
• •The investment will be made over three years.
• •Focus on expanding products and services.

The AI frenzy could push U.S. data centers to become one of the largest consumers of natural gas in the world. This trend raises concerns about energy consumption and sustainability as the demand for data processing and storage continues to grow.

• •U.S. data centers may surpass Germany and Japan in natural gas consumption by 2035.
• •The surge in AI applications drives increased energy demands.
• •Sustainability concerns are heightened with rising energy consumption.

President Lula has signed the Redata bill, which establishes an exemption regime for the data center sector in Brazil. The new legislation aims to stimulate investments and streamline operations of these centers, fostering a more favorable environment for technology and innovation in the country.

• •Lula signed the Redata bill.
• •Redata aims to exempt the data center sector.
• •The measure seeks to stimulate investments in the area.

This article discusses how moving randomness outside the computation graph can transform noisy gradient estimators into low-variance, differentiable ones. It highlights the importance of reparameterization tricks in improving the efficiency and reliability of gradient-based optimization techniques in machine learning.

• •Explains the concept of reparameterization tricks.
• •Describes the impact on gradient estimators.
• •Focuses on variance reduction techniques.

Explore five free Microsoft GitHub courses covering data science, machine learning, artificial intelligence, generative AI, LLMs, RAG, fine-tuning, and AI agents.

• •Five free courses available on Microsoft GitHub.
• •Focus on data science and artificial intelligence topics.
• •Includes machine learning and generative AI content.

Before reaching for an LLM API on every classification problem, it's worth knowing what a decades-old baseline can already do with the labeled data you have — and exactly how much more data buys you.

• •Explores the necessity of labeled examples for text classifiers.
• •Analyzes the performance of traditional methods versus LLMs.
• •Provides insights on data efficiency in classification tasks.

The global average cost of a data breach reached $4.99 million in 2026, highlighting the business risks for companies using CRM systems. A breach can expose sensitive customer information, which undermines the very purpose of CRM systems designed to protect such data.

• •Data breaches can cost companies nearly $5 million on average.
• •CRM systems are critical for managing customer relationships.
• •A breach compromises the customer information that CRMs protect.

Meta has announced new billing rules for the WhatsApp Business API, effective October 1, 2026. These changes will affect how businesses communicate with customers, particularly regarding message sending and associated costs.

• •The new pricing for WhatsApp Business will be applied starting October 2026.
• •Changes in billing rules will impact the use of the official WhatsApp API.
• •Businesses will need to adapt their customer communication strategies.

The right professional services CRM keeps your lean team working like a much larger one. This article discusses five CRM options tailored for consulting firms, emphasizing their features and benefits for improving efficiency and client management.

• •Professional services CRMs enhance team productivity.
• •They help manage client relationships effectively.
• •Choosing the right CRM can streamline operations.

Safran collaborates with Loopr AI to enhance defect detection in aviation manufacturing. The AI system utilizes synthetic data to improve inspection accuracy and efficiency, significantly reducing inspection time and costly recalls. While experienced inspectors can identify up to 90% of defects, fatigue can impact their performance, making AI a valuable tool in ensuring quality assurance.

• •Safran partners with Loopr AI for improved defect detection.
• •AI utilizes synthetic data to enhance inspection processes.
• •The new system reduces inspection time and recalls.

Bill Gates asserts that governments are not ready for the changes that artificial intelligence will bring. In an interview with Reuters, he expressed concerns about the risks of the technology, reflecting a shift from his previously more optimistic view on AI's impact on society.

• •Bill Gates warns about the lack of government preparedness for AI.
• •He expressed concerns about the risks associated with the technology.
• •The interview marks a shift from his previous optimistic outlook.

As AI becomes commonplace in payroll technology, small- and mid-sized business leaders should evaluate how AI improves how payroll operates from start to finish.

• •AI is transforming payroll processes for growing businesses.
• •Small and mid-sized companies can benefit from streamlined operations.
• •Automation reduces complexity and increases efficiency.

CBYK aims to double its revenue in the next two years by leveraging fraud prevention services and developing artificial intelligence (AI) solutions, including applications for the legal market. This strategy reflects a shift in the company's positioning towards growth and innovation.

• •CBYK plans to double revenue in two years.
• •Focus on fraud prevention services and artificial intelligence.
• •Development of solutions for the legal market.

Pierre Lucena, president of Porto Digital, emphasizes that Brazil must choose whether to be a supplier or buyer of artificial intelligence. He highlights the importance of developing talent in technology to meet growing demand and suggests that the country needs to invest in training and innovation to position itself in the global market.

• •Pierre Lucena discusses the future of artificial intelligence in Brazil.
• •The country must choose between being a supplier or buyer of AI.
• •Talent development in technology is crucial for progress.

Google has announced a carbon removal project covering 200,000 hectares of rice in Rio Grande do Sul, aiming to reduce methane emissions and remove CO₂ from the atmosphere. Led by Terradot, the initiative could generate significant carbon credits by 2040, testing a model that can be replicated globally.

• •Google signs historic agreement for carbon removal in Brazil.
• •Project encompasses 200,000 hectares of rice cultivation.
• •Initiative aims to reduce methane and remove CO₂ from the atmosphere.

Building a business today requires a new approach. Here are 7 things entrepreneurs must do differently to succeed now.

• •Entrepreneurs need to adapt to a rapidly changing market.
• •Emphasizing innovation is crucial for success.
• •Understanding customer needs has never been more important.

Brazil is experiencing a unique moment in terms of innovation funding, with R$ 14 billion approved by BNDES and FINEP between January and September 2025. This scenario indicates a shift in the innovation paradigm, where improvisation is replaced by structured and sustainable projects, enhancing the startup and business ecosystem in the country.

• •Brazil has a record volume of funding for innovation.
• •BNDES and FINEP approved R$ 14 billion in credits in 2025.
• •Improvised innovation is being replaced by structured projects.

With trillion-dollar IPOs on the horizon and returns concentrated in a few funds, a16z warns: 'prudent' allocation in VC may be the biggest strategic mistake of the decade for institutional investors.

• •AI is transforming the venture capital landscape.
• •Investors who fail to adapt may fall behind.
• •Prudent allocation in VC is viewed as a strategic error.

The article discusses the transition of fintechs from a disruption phase to a stage of maturity. Victor Papi from Transfeera analyzes how fintechs are adapting to a more competitive and regulated market, emphasizing the importance of continuous innovation and adapting to new consumer demands.

• •Fintechs are transitioning from a disruptive model to one of maturity.
• •Adapting to a competitive market is crucial for the survival of fintechs.
• •Continuous innovation is necessary to meet new consumer demands.

Cryptocurrency exchange CoinEx is ceasing its global operations after 9 years. The decision was attributed to regulatory challenges and intensified competition in the cryptocurrency sector.

• •CoinEx shuts down operations after 9 years of activity.
• •Decision impacts customers globally.
• •Regulatory challenges were a crucial factor.

Profound has raised a $180 million Series D at a $1.8 billion valuation, less than seven months after it raised a $96 million Series C.

• •Profound achieves unicorn status with a $1.8 billion valuation.
• •The startup raised $180 million in its Series D funding round.
• •This round comes just seven months after a $96 million Series C.