Edition for September 12, 2026

Anthropic has identified countries such as Russia, China, Iran, and Yemen that attempted to use its AI for propaganda and biological weapons development. The company blocked these attempts and warned about the risks of AI models facilitating pathogen creation. A former employee criticized the lack of accountability among AI companies, stating they are 'playing with our lives.'

• •Anthropic detected malicious uses of its AI by several countries.
• •Russia, China, Iran, and Yemen are among the countries mentioned in the report.
• •The company blocked attempts to use its technology for illegitimate purposes.

Apple has announced that iOS 27 will be released on October 14, introducing innovations such as Liquid Glass for interface customization and a new version of Siri that now utilizes AI for more intuitive and visual interactions. The assistant will be able to understand what is displayed on the screen and provide real-time information, along with voice adjustments.

• •iOS 27 will be released on October 14 for compatible models.
• •Liquid Glass introduces new customization options for the interface.
• •Siri has been revamped with visual intelligence and its own app.

The article discusses the author's transition from cloud-based AI tools to a local AI browser setup after the discontinuation of OpenAI's Atlas. It emphasizes the advantages of local AI solutions, particularly their longevity and independence from cloud service expirations.

• •OpenAI's Atlas has been discontinued, prompting a shift to local AI solutions.
• •Local AI tools offer greater control and longevity compared to cloud options.
• •The author reflects on the missed opportunity of switching to local setups earlier.

Financial departments in medium and large Brazilian companies are stuck in the early stages of artificial intelligence (AI) adoption, even in a country that leads the use of technology in the corporate environment. This is highlighted by a survey conducted by Barte with over 100 CFOs and industry leaders.

• •The survey involved over 100 CFOs and financial leaders.
• •Most companies still operate at basic stages of AI.
• •Brazil is a leader in technology adoption in the corporate environment.

Lovable CEO Anton Osika has voiced concerns about AI safety, advocating for a slowdown in AI development until safety can be assured. His comments come amidst warnings from former Anthropic researcher Jacob Coxon, who criticized OpenAI and Anthropic for racing towards self-improving superintelligence without adequate safety measures. This has sparked significant debate among AI experts and policymakers regarding the potential risks of advanced AI technologies.

• •Lovable CEO Anton Osika calls for a slowdown in AI development.
• •Concerns raised by former Anthropic researcher Jacob Coxon.
• •Debate ignited over AI safety and potential risks.

O artigo discute as preocupações sobre os riscos da inteligência artificial, destacando a resignação de um pesquisador da Anthropic e as advertências de investidores sobre a possibilidade de a IA representar uma ameaça à humanidade. Especialistas abordam os riscos de curto prazo e as implicações de ceder controle à IA, enquanto figuras proeminentes como Geoffrey Hinton discutem as chances de extinção humana devido à tecnologia.

• •Pesquisador da Anthropic alerta sobre riscos da IA.
• •Investidores chamam a IA de 'furacão categoria 6'.
• •Discussões sobre controle humano sobre a IA estão em alta.

IBM and NASA have launched the NASA-IBM Lunar Foundation Model, an open-source AI model for scientific exploration of the Moon. This model transforms decades of lunar data into an accessible platform, enabling researchers and scientists to analyze information about the lunar surface and potential ice deposits.

• •The open-source AI model was developed by IBM and NASA.
• •Transforms lunar data into an accessible platform for research.
• •Focused on scientific exploration of the Moon and analysis of lunar ice.

The article discusses how AI-generated tests can inadvertently worsen coding agents by allowing regressions to pass unnoticed. It highlights a Python example where a bug fix appears to work but fails to meet all requirements, emphasizing the importance of thorough testing beyond automated solutions.

• •AI-generated tests may overlook critical edge cases.
• •Regression issues can arise even with passing tests.
• •A Python example illustrates potential pitfalls.

Most audit logs rely on application promises not to modify data, which is risky. This article discusses the importance of enforcing append-only constraints at the database level to ensure audit integrity, detailing effective patterns like using an INSERT-only role that prevents updates or deletions, thus enhancing security against bugs and malicious actions.

• •Audit logs often depend on application promises, which can fail.
• •Database-level constraints are essential for true audit integrity.
• •Using an INSERT-only role can prevent unauthorized data modifications.

Shopify is transitioning its mobile apps back to native development using Swift and Kotlin, moving away from React Native. This decision stems from the belief that native platforms like iOS and Android will endure, while intermediate frameworks are temporary. The shift was influenced by advancements in AI, which have reduced the costs associated with native development.

• •Shopify is reverting to native app development after using React Native.
• •The decision is based on the longevity of iOS and Android platforms.
• •Intermediate frameworks like React Native and Xamarin are seen as temporary.

Audioproxy simplifies audio processing by treating audio variants as URLs rather than pre-stored files. This approach eliminates the need for complex media pipelines and reduces storage costs. By generating audio variants on demand, developers can streamline their applications and avoid unnecessary complexity in managing audio files.

• •Audioproxy allows audio variants to be generated via URLs.
• •This method reduces storage costs and complexity in audio management.
• •Developers can avoid pre-rendering audio variants that may never be used.

FDEs are becoming some of the most in-demand engineers in AI. Here’s the 7-step roadmap to becoming one in 2026.

• •FDEs are crucial for bridging AI technology with real-world applications.
• •The demand for FDEs is expected to rise significantly by 2026.
• •The article outlines a 7-step roadmap for aspiring engineers.

The author reflects on a work incident where an AI agent made changes that passed CI without proper verification of its authority. This experience shifted the focus from traditional code reviews to reviewing the agents themselves, highlighting the risks of relying on automated tools without understanding their underlying processes and permissions.

• •An AI agent made a change that passed CI without proper verification.
• •The review process shifted from code to agent behavior and authority.
• •Many teams are unaware of the implications of using AI in code reviews.

Learn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.

• •OpenAI transformed Habitat into a scalable storage solution.
• •The platform now supports over 1 billion ChatGPT users.
• •It handles an impressive 22 million requests per second.

Attackers exploited two vulnerabilities in JFrog Artifactory to gain admin control of self-hosted servers and install backdoors, according to a report by Wiz. The attacks occurred between August 15 and September 8, targeting servers that had not been updated after JFrog patched the flaws.

• •Attackers exploited vulnerabilities in JFrog Artifactory.
• •Gained admin control of self-hosted servers.
• •Installed backdoors for persistent access.

Administradores do Windows relatam que as atualizações de segurança de setembro de 2026 estão causando falhas nos Serviços de Área de Trabalho Remota (RDS) em servidores Windows Server 2019, 2022 e 2025, impedindo conexões e, em alguns casos, exigindo um reinício forçado para restaurar a funcionalidade.

• •Atualizações de segurança de setembro de 2026 impactam RDS.
• •Falhas ocorrem em Windows Server 2019, 2022 e 2025.
• •Usuários enfrentam dificuldades para se conectar.

Kubernetes v1.37 introduces scheduler preemption for in-place Pod resize, allowing the scheduler to free up capacity on nodes by preempting lower-priority workloads. This addresses the challenge of 'Deferred' resize requests, enabling critical applications to dynamically adjust resource allocations without downtime, even when nodes are fully utilized.

• •Kubernetes v1.37 enhances resource allocation with scheduler preemption.
• •Preemption allows critical applications to resize without downtime.
• •Addresses the 'Deferred' status for resource requests.

1.1.1.1 now validates DNSSEC signatures using NIST’s post-quantum ML-DSA-44 algorithm. This article discusses the management of 2,420-byte signatures and the associated downgrade risks at scale.

• •1.1.1.1 enhances security with post-quantum DNSSEC validation.
• •Utilizes NIST’s ML-DSA-44 algorithm for improved signature management.
• •Addresses risks associated with large 2,420-byte signatures.

The article discusses the challenges of powering AI systems, particularly in relation to infrastructure failures in data centers. It highlights incidents in Ashburn, Virginia, where transmission line faults have led to significant power losses, emphasizing the need for robust architecture to support the growing demands of AI technologies.

• •Infrastructure failures can severely impact AI operations.
• •Ashburn, Virginia, is critical for global data center capacity.
• •Past incidents have caused massive power losses.

When Meta announced plans to collect employee data for AI training, it faced immediate backlash, leading to a swift halt of the program. Employees were concerned about data privacy and the potential for job displacement, prompting over 1,800 signatures on a petition against the initiative.

• •Meta's plan to track employee keystrokes and mouse movements sparked outrage.
• •The initiative aimed to enhance AI models but raised serious privacy concerns.
• •Employees feared job displacement and potential data breaches.

Anthropic revealed that countries such as China and Iran have been using artificial intelligence for espionage, targeting minorities and dissidents. Among the disrupted operations are attempts to surveil pro-democracy activists and the development of methods to identify individuals on social media. The company also blocked attempts to use AI for problematic biological research and online scams.

• •Anthropic disrupted state-sponsored surveillance operations.
• •Governments are using AI to spy on minorities and dissidents.
• •Incidents were detected in China, Iran, and West Africa.

An attacker is utilizing a semi-autonomous coding agent to exploit poorly secured LLM resale gateways. This operation involves acquiring API access through web vulnerabilities, validating inference capacity, and consolidating it behind their own gateway.

• •An attacker is leveraging a semi-autonomous coding agent.
• •Focus on exploiting poorly secured LLM resale gateways.
• •Acquisition of API access through common web vulnerabilities.

For many years, technology was seen as an operational cost. However, digital transformation has shifted this perception, and now companies that view cybersecurity as a strategic investment are excelling in the digital economy. This mindset change is crucial for organizational competitiveness and protection.

• •Technology was viewed as an operational cost.
• •Digital transformation has elevated cybersecurity to a strategic investment.
• •Companies adopting this perspective excel in the digital economy.

GitLab urged users on Thursday to patch their servers immediately against a maximum-severity path traversal vulnerability tracked as CVE-2026-85706. This flaw could allow attackers to access sensitive files on the server, posing a significant risk to data integrity and security.

• •GitLab identified a critical path traversal vulnerability.
• •The vulnerability is tracked as CVE-2026-85706.
• •Users are urged to apply patches immediately.

Trezor disclosed that phishing attacks aimed at its customers targeted 347,000 email addresses, resulting in 2,500 users clicking on a malicious link. This incident follows a breach at Brevo, raising concerns about the security of cryptocurrency wallets and the effectiveness of existing protective measures.

• •Trezor reported phishing attacks impacting its users.
• •347,000 email addresses were targeted in the attacks.
• •2,500 users clicked on a malicious link.

Apple's recent product launch introduced the iPhone Duo, its first folding phone, marking a significant entry into a competitive market dominated by existing models from Samsung. The device showcases Apple's thoughtful design approach and highlights the evolving role of smartphones in the AI era, despite being a latecomer to the folding phone category.

• •Apple launched its first folding phone, the iPhone Duo.
• •The device features a unique passport-like design with dual screens.
• •Apple enters a competitive market already led by Samsung's folding phones.

Apple makes a bold claim regarding the Apple Watch Series 12 and Apple Watch Ultra 4, stating that their new Health Sensing System provides the most accurate heart rate sensing in a wearable. This assertion is supported by a study comparing the heart rate sensing capabilities of Series 12 to other leading wearables, including smart rings and fitness bands.

• •Apple claims the Series 12 offers the most accurate heart rate sensing.
• •The claim is backed by a new study comparing various wearables.
• •Apple Watch Ultra 4 also features this advanced Health Sensing System.

O iOS 27 traz uma série de novos recursos, incluindo melhorias em Mensagens, Notas, Apple Wallet e CarPlay. O artigo destaca três funcionalidades que se destacam e que têm sido muito apreciadas pelo autor.

• •iOS 27 será lançado na próxima semana.
• •Novidades incluem melhorias em Mensagens e Notas.
• •Apple Wallet e CarPlay também receberam atualizações significativas.

Following Apple's recent event, CEO John Ternus and SVP Greg Joswiak discussed the launch of the iPhone 18 Pro and the iPhone Duo. They explained why entering the foldable market is timely for Apple, highlighting strategic decisions and Ternus's initial experiences as CEO.

• •Apple's new iPhone Duo marks its entry into the foldable smartphone market.
• •CEO John Ternus emphasizes the strategic timing for this product launch.
• •The iPhone 18 Pro also debuted alongside the iPhone Duo.

Benjamin and Chance react to the September Apple event, sharing first impressions of the iPhone Duo, iPhone 18 Pro, AirPods 5, and the new Apple Watch lineup. The episode also discusses John Ternus’s debut as CEO and the implications of these product launches for Apple's market strategy.

• •First impressions of iPhone Duo and iPhone 18 Pro.
• •Hands-on insights from Apple Park.
• •Discussion on the new Apple Watch lineup.

Apple is extending free access to its satellite features for existing iPhone users for another year, as revealed in a footnote to its iPhone 18 Pro press release. This move highlights Apple's commitment to enhancing user experience and safety through innovative technology.

• •Apple extends free satellite access for iPhone users.
• •The extension lasts for another year.
• •Announcement made in iPhone 18 Pro press release.

The article discusses an issue encountered when querying a database for recent crawl runs. A query returned 1,252 rows instead of the actual 68 due to a mismatch in date formats between application code and SQLite. This highlights the importance of understanding data types and comparisons in SQL to avoid misleading results.

• •A query returned an inflated count of crawl runs.
• •The discrepancy was due to different date formats in SQLite.
• •SQLite uses text comparison for dates, leading to incorrect results.

This article provides a cheat sheet for SQL query interview questions, focusing on common tasks such as finding the second highest salary, the Nth highest salary, and identifying duplicate rows in a table. Each query is presented with explanations and variations to enhance understanding and preparation for technical interviews.

• •Find the second highest salary using a subquery.
• •Retrieve the Nth highest salary with LIMIT and OFFSET.
• •Use a correlated subquery to find the Nth highest salary.

The article discusses the transition from static model assignment to intelligent, task-level selection of large language models (LLMs) in multi-agent systems. This adaptive model routing aims to optimize inference costs, enhancing efficiency in processing tasks.

• •Focuses on optimizing LLM inference costs.
• •Introduces adaptive model routing for multi-agent systems.
• •Shifts from static to intelligent model assignment.

Spanner, Google Cloud’s operational database, has removed the cumulative mutation limit for DML transactions, allowing for larger and more complex transactions without compromising consistency. This update enables applications to handle more data efficiently, essential for industries like banking and e-commerce that require real-time decision-making and data integrity.

• •Spanner enhances transaction flexibility by removing cumulative mutation limits.
• •Applications can now handle larger DML transactions without data integrity issues.
• •This update is crucial for industries requiring real-time data processing.

A practical guide to building, testing, and documenting SQL transformations using dbt, a popular tool for data transformation in analytics workflows.

• •Introduces dbt for data transformation.
• •Covers building SQL transformations.
• •Discusses testing methodologies.

This article discusses the development of an AI Data Analyst that operates through a six-stage pipeline, ensuring accuracy before presenting answers. It emphasizes the importance of rigorous verification in AI analytics.

• •The AI Data Analyst follows a six-stage pipeline.
• •It verifies data accuracy before delivering results.
• •The approach mimics the thought process of a senior analyst.

Customer success teams have to support more customers, move faster, and still make every touchpoint feel relevant. Digital customer success helps teams close that gap by using unified customer data, automation, AI, and self-service touchpoints to guide customers from onboarding through renewal without relying on one-to-one customer success manager (CSM) coverage for every interaction.

• •Digital customer success enhances efficiency for support teams.
• •Utilizes unified customer data to improve interactions.
• •Incorporates automation and AI for streamlined processes.

Programas de sucesso do cliente podem estagnar silenciosamente. Semanas após o término da integração, os clientes param de construir hábitos com o produto, as equipes perdem sinais iniciais e o que parecia um bom começo se transforma em um risco de churn que ninguém percebeu.

• •Programas de sucesso do cliente enfrentam desafios após a integração.
• •Clientes podem se tornar menos engajados rapidamente.
• •Sinais de problemas podem passar despercebidos pelas equipes.

As equipes de atendimento ao cliente agora gerenciam solicitações por meio de vários canais, como telefone, e-mail e redes sociais. Sem uma estratégia e sistema de dados compartilhados, esses canais podem fragmentar registros de clientes, produzir respostas inconsistentes e atrasar transferências entre equipes.

• •Atendimento ao cliente em múltiplos canais é essencial.
• •A fragmentação de dados pode prejudicar a experiência do cliente.
• •Estratégias eficazes ajudam a manter a consistência nas respostas.

Enterprise customer service is the process of supporting large business customers at scale. Unlike SMB support, it involves greater complexity, more stakeholders, strict governance requirements, and contractual service expectations.

• •Enterprise customer service supports large business clients.
• •It involves greater complexity than SMB support.
• •More stakeholders are typically involved in the process.

These quick tips help your employee agent take on the big stuff.

• •Empower your employee agents with the right tools.
• •Focus on training to enhance their skills.
• •Encourage collaboration among team members.

Read this to discover how our scheduling technology sets itself apart from the rest.

• •Salesforce introduces a new scheduling agent.
• •The technology aims to enhance user experience.
• •It offers features that differentiate it from competitors.

Sony Music and Warner have sued Anthropic, accusing the AI company of illegally using their music and lyrics to train its models. This lawsuit, which follows similar actions from Universal, highlights ongoing concerns about trust in tech companies regarding content ownership and copyright infringement. Anthropic has previously settled for pirating books and plans to defend itself against these new allegations.

• •Sony Music and Warner are suing Anthropic over copyright violations.
• •The lawsuit claims Anthropic pirated music and lyrics for AI training.
• •Anthropic's cofounder allegedly directed the torrenting of content.

Meta is reportedly asking some individual contributors in its Applied AI division to return to managerial roles, reversing its earlier push for a flatter organizational structure. This move highlights a shift in corporate strategy as companies reassess management layers amidst a broader trend of reducing bureaucracy, known as the 'Great Flattening.'

• •Meta is reconsidering its approach to middle management.
• •Some individual contributors are being invited back to managerial roles.
• •This shift contrasts with Meta's previous push for a flatter structure.

Seventy-one percent of Latin American executives anticipate that artificial intelligence (AI) will significantly contribute to their companies' revenues by 2030, more than double the 40% who report such contributions today, according to IBM's Institute for Business Value.

• •71% of executives believe AI will double revenues by 2030.
• •Only 40% currently report significant contributions from AI.
• •Study conducted by IBM's Institute for Business Value.

A good human-in-the-loop for AI hiring involves more than just confirming AI decisions. It requires a structured approach to assess the reversibility and stakes of decisions, ensuring that humans remain accountable for hiring outcomes. This article discusses how to design an effective oversight system for AI in recruiting, emphasizing the importance of human judgment in high-stakes hiring scenarios.

• •Human oversight is crucial in AI hiring processes.
• •AI can amplify existing biases if not monitored properly.
• •Decisions like rejecting candidates should always involve human judgment.

Stanford professors Bill Burnett and Dave Evans argue that the advice to 'follow your passion' is misguided, as most people lack a singular passion. This can lead to confusion and self-doubt. Instead, they suggest starting with curiosity and experimenting with interests, a method they call 'prototyping,' which allows individuals to explore career options without the pressure of making a permanent decision.

• •Burnett and Evans criticize the common advice to 'follow your passion'.
• •They highlight that less than 20% of people have a single identifiable passion.
• •The advice can alienate those unsure of their interests.

While advanced economies are declining, Brazil remains stagnant, with the gap to its Latin neighbors exposing a competitive risk that extends far beyond the classroom.

• •Brazil faces stagnation compared to advanced economies.
• •PISA data reveals competitive risks for the future of work.
• •Education is a crucial factor for the Brazilian workforce.

Nubank has commenced operations in the United States with the launch of the Nu Account, a savings account offering a daily yield of 3.50% per year, and a no-annual-fee credit card with unlimited 1.5% cashback. The fintech also announced Nu Global, a multi-currency account.

• •Nubank launches operations in the U.S. with new financial products.
• •The Nu Account offers a daily yield of 3.50% per year.
• •No-annual-fee credit card with unlimited 1.5% cashback.

Digital operators focused on primary care and care coordination are challenging traditional health plans in Brazil, following a trend observed in the U.S. With over 530 active startups in the sector, the digital health ecosystem is rapidly expanding, offering innovative and accessible alternatives to consumers.

• •Health startups are gaining traction in Brazil.
• •The sector already has over 530 active startups.
• •These companies focus on primary care and care coordination.

Mitsubishi Electric Brazil inaugurates a new office in Caxias do Sul, RS, expanding its presence in the main metal-mechanical hub of southern Brazil. The unit opened on September 9 and 10, 2026, and will provide technical support in industrial automation and computer numerical control (CNC) for industries in the region.

• •Mitsubishi Electric Brazil opens new office in Caxias do Sul.
• •The unit aims to enhance technical support in industrial automation.
• •Focus on computer numerical control (CNC) for industries.

A client invested $30,000 into a managed Amazon storefront, seeking passive income rather than a traditional job. The investment has proven lucrative, generating six figures monthly with minimal involvement from her.

• •A client aimed for passive income through an Amazon storefront.
• •She invested $30,000 with a managed service.
• •The storefront now generates six figures monthly.

Ian Rogers shares insights from his experience at Beats, Apple, and LVMH, emphasizing key lessons learned while building Apple Music. He now applies this knowledge at a $1.5 billion startup focused on enhancing data security.

• •Ian Rogers has a rich background in product development.
• •He worked with major brands like Beats, Apple, and LVMH.
• •His experience at Apple Music shaped his approach to product design.

Terry Eagle began his career at McDonald's as a part-time employee at 16 and has since become a franchise owner of six locations. His journey illustrates the potential for growth and success within the franchise model, showcasing the opportunities available in the fast-food industry.

• •Terry Eagle started working at McDonald's at age 16.
• •He progressed from a part-time job to owning six franchises.
• •His story highlights the potential of the franchise business model.