Edition for March 15, 2026

A Random Labs lançou o Slate V1, um agente de codificação autônomo 'swarm-native' que visa resolver o problema de gerenciamento de modelos de IA em tarefas complexas. Com um algoritmo de poda dinâmica, o Slate mantém o contexto em grandes bases de código, promovendo colaboração entre engenheiros e aumentando a produtividade no desenvolvimento de software.

• •• Slate V1 é o primeiro agente de codificação autônomo 'swarm-native'.
• •• Utiliza um algoritmo de poda dinâmica para manter o contexto em grandes bases de código.
• •• Focado em aumentar a produtividade de engenheiros, não em substituí-los.

Google has launched Gemini Embedding 2, a new embeddings model that integrates text, images, video, audio, and documents into a single numerical space. This innovation reduces latency by up to 70% and lowers costs for enterprises using AI models. The model enhances search engines, recommendation systems, and enterprise AI applications, making it a significant advancement in how machines process and retrieve information.

• •• Google introduced Gemini Embedding 2 with native multimodal support.
• •• The model reduces latency by up to 70% for enterprise customers.
• •• It integrates multiple media types into a single numerical space.

Manufact, a startup from Y Combinator, raised $6.3 million to develop tools for AI agents, shifting software design from human-centric to AI-centric interfaces. Their approach leverages the Model Context Protocol (MCP), a standard for AI communication with software, aiming to streamline integrations and enhance efficiency in applications powered by AI.

• •• Manufact raised $6.3 million in seed funding to build AI-centric software tools.
• •• The startup aims to create interfaces designed specifically for AI agents.
• •• Their approach is based on the Model Context Protocol (MCP) introduced by Anthropic.

Launched today, NVIDIA Nemotron 3 Super is a 120-billion-parameter open model designed for complex agentic AI systems. It features 12 billion active parameters, enhancing reasoning capabilities and task completion accuracy for autonomous agents, making it a significant advancement in AI technology.

• •• NVIDIA Nemotron 3 Super launched with 120 billion parameters.
• •• Designed for complex agentic AI systems at scale.
• •• Offers 5x higher throughput compared to previous models.

An investigation reveals that over 110 fake war videos in Iran were generated by artificial intelligence in just two weeks. Experts warn that this technology is being used as a tactical weapon, raising concerns about misinformation and its consequences in conflicts.

• •Over 110 fake war videos were generated in two weeks.
• •Artificial intelligence is being used as a tactical weapon.
• •Investigators warn about the impact of misinformation.

The article explains how to utilize new app integrations within the ChatGPT platform, including popular services like DoorDash, Spotify, and Uber. This feature enhances user experience by allowing seamless interaction with various applications directly through ChatGPT, making it a versatile tool for productivity and convenience.

• •• ChatGPT now supports integrations with apps like DoorDash and Spotify.
• •• Users can interact with multiple services directly within the ChatGPT interface.
• •• The new feature enhances productivity by streamlining tasks.

Microsoft has integrated Copilot into various tools in Windows 11, but users who do not wish to use these AI features can disable them. This article provides a practical guide on how to remove Copilot and hide related suggestions, ensuring a more personalized experience in the operating system.

• •• Microsoft Copilot is integrated into Windows 11.
• •• Users can disable AI features in the system settings.
• •• The guide includes steps to uninstall Copilot.

Ichinichi é um aplicativo de journaling que permite escrever uma nota por dia, sem a possibilidade de editar entradas passadas. Ele armazena dados localmente no navegador, com opção de sincronização em nuvem, e é protegido por criptografia E2E. A proposta é simplificar o ato de registrar pensamentos diários, evitando a procrastinação em relação a entradas anteriores.

• •• Aplicativo de journaling com uma nota por dia.
• •• Não permite edição de entradas passadas para evitar distrações.
• •• Armazenamento local no navegador com opção de sincronização em nuvem.

O autor rastreou o uso de tokens do Claude Code em tempo real e descobriu que a visibilidade dos gastos impactou significativamente sua forma de programar. Ao utilizar a ferramenta TokenBar, ele conseguiu reduzir seus custos em 55% ao se tornar mais consciente das despesas durante o trabalho, evitando desperdícios e otimizando o uso de modelos.

• •• Acompanhamento em tempo real dos gastos com tokens melhora a gestão.
• •• Reset de janela de contexto pode gerar custos altos inesperados.
• •• Sub-agentes podem aumentar rapidamente o consumo de tokens.

HTMLSave is a tool designed for developers to quickly share live HTML prototypes without the hassle of traditional deployment methods. It offers instant live URLs, password protection, and real-time updates, making it ideal for rapid client feedback and collaboration. This tool streamlines the sharing process, allowing developers to focus on their work rather than deployment complexities.

• •• HTMLSave allows instant sharing of static web prototypes.
• •• Users can create custom URLs for a professional appearance.
• •• The platform includes password protection for sensitive prototypes.

Construir ferramentas de desenvolvedor, como um serviço de email temporário, é mais complexo do que parece. Este artigo explora os desafios de engenharia envolvidos, como ingestão concorrente e contratos de API, e como esses problemas podem impactar a confiabilidade e a funcionalidade de ferramentas que parecem simples na superfície.

• •• Ferramentas de desenvolvedor com interfaces limpas podem esconder complexidades significativas.
• •• A construção de infraestrutura de email temporário requer resolver problemas de engenharia complexos.
• •• APIs e serviços de autenticação são primitivos de infraestrutura que falham de maneiras invisíveis.

The article discusses the evolving role of AI in software development, emphasizing that while AI can assist in tasks like proofreading, the intent and meaning behind programming still originate from humans. The author argues against the notion that AI will replace programmers, highlighting the importance of human creativity and intent in technology.

• •• AI is increasingly integrated into software development processes.
• •• The author believes AI enhances creativity rather than replacing human roles.
• •• Concerns about AI replacing jobs are prevalent but often exaggerated.

This article evaluates the effectiveness of Ollama's cloud models for performing high-quality code reviews on real Pull Requests. It discusses existing AI-powered code review solutions, their limitations, and how Ollama's models compare in terms of performance, cost, and customization options, highlighting the growing importance of AI tools in modern software development.

• •• AI tools are increasingly vital in software development for code generation and automation.
• •• The article tests Ollama's cloud models for code review against real Pull Requests.
• •• Existing solutions face challenges like cost, confidentiality risks, and limited customization.

Carrefour Group prioritizes technological evolution, highlighting improvements in cloud computing and automation that resulted in a 242% increase in sales flow in November. This strategy is crucial for the company's operational stability and efficiency, reflecting the importance of technology in the retail sector.

• •Carrefour prioritizes technological evolution as a central strategy.
• •Adoption of cloud computing and automation brought significant improvements.
• •Sales flow increased by 242% in November due to these innovations.

The ongoing war in the Middle East is significantly impacting data centers, causing damage and outages due to military strikes. The conflict disrupts global trade, particularly through the Strait of Hormuz, increasing transport costs and energy prices, which complicates financing for new data center projects. This situation highlights the vulnerability of data centers to geopolitical tensions and supply chain fragility.

• •• The war in the Middle East is damaging data centers, causing outages.
• •• The Strait of Hormuz disruption is affecting 11% of global trade.
• •• Increased transport costs and energy prices are impacting data center operations.

Com a guerra no Irã afetando os preços globais de gás e petróleo, mais americanos estão considerando sistemas solares residenciais. A EnergySage reportou um aumento de 17% em pedidos de orçamentos para instalações solares e um crescimento de 30% em pedidos de instalações de carregadores de veículos elétricos, refletindo uma mudança na demanda por fontes de energia renovável em meio à volatilidade dos preços de combustíveis fósseis.

• •• A guerra no Irã está impactando os preços globais de energia.
• •• EnergySage viu um aumento de 17% em pedidos de orçamentos para energia solar.
• •• A demanda por instalações de carregadores de veículos elétricos cresceu 30%.

Meta's 2Africa Pearls project, aimed at enhancing global internet connectivity through undersea cables, has been halted due to regional hostilities in the Middle East. This setback highlights the vulnerabilities of large-scale infrastructure projects to geopolitical tensions, impacting internet access for millions.

• •• Meta's 2Africa Pearls project is designed to improve global internet connectivity.
• •• The project has been put on hold due to ongoing conflicts in the Middle East.
• •• This setback affects the Red Sea and Pearls sections of the undersea cable initiative.

A Parallels confirmou que o Parallels Desktop é compatível com o MacBook Neo, que possui o chip A18 Pro. Embora o software funcione de forma estável, o desempenho ainda está sendo avaliado. O MacBook Neo tem apenas 8GB de RAM, o que pode limitar o uso de aplicativos Windows, especialmente sob carga intensa, devido à falta de um sistema de resfriamento adequado.

• •• Parallels Desktop é compatível com o MacBook Neo.
• •• O MacBook Neo utiliza o chip A18 Pro, baseado na arquitetura ARM.
• •• O dispositivo possui apenas 8GB de RAM, limitando o uso de Windows.

O Google Cloud anunciou melhorias na segurança do Cloud Run com a integração do Identity-Aware Proxy (IAP), permitindo controle de acesso mais simples e eficiente. Agora, é possível habilitar o IAP diretamente no Cloud Run com um único clique, eliminando a necessidade de balanceadores de carga e sem custos adicionais, o que simplifica a experiência do usuário e reduz a sobrecarga operacional.

• •• O Cloud Run agora suporta integração direta com o Identity-Aware Proxy (IAP).
• •• Habilitar o IAP pode ser feito com um único clique, sem configuração complexa.
• •• Não há custos adicionais para usar o IAP no Cloud Run.

Income tax scams are projected to increase with the use of Artificial Intelligence. Experts warn of the need for taxpayers to protect themselves and provide tips to avoid fraud during the new filing season. Being informed and prepared is crucial to mitigate financial risks.

• •Expected rise in income tax scams due to Artificial Intelligence.
• •Experts recommend heightened caution when filing taxes.
• •Practical tips to avoid fraud and protect personal information.

Cheap microSD cards can be counterfeit and pose risks to your data. While they may function initially, they can fail, corrupt files, or have reduced capacity. Identifying a fake microSD involves recognizing abnormally low prices, well-known brands, and exaggerated capacities. Researching market prices is crucial to avoid losses.

• •• Fake microSD cards can corrupt data and cause file loss.
• •• Extremely low prices and exaggerated capacities are signs of counterfeiting.
• •• Researching market prices is essential to avoid fraud.

The new partnership integrates an open-source AI agent platform with Docker containers, enhancing security measures. This development is significant as it addresses potential risks associated with AI agents, ensuring safer deployment in various environments.

• •• New partnership integrates AI agent platform with Docker containers.
• •• Focus on enhancing security for AI deployments.
• •• Addresses potential risks associated with AI agents.

SOU has introduced artificial intelligence agents to enhance business security, focusing on dark web monitoring and fake site identification. This innovation is crucial for protecting sensitive information and mitigating cyber risks.

• •SOU launches AI agents focused on business security.
• •Agents monitor the dark web to detect threats.
• •Tools search for and identify fake websites.

O artigo discute a segurança da autoridade de upgrade em programas Solana, destacando o colapso do Step Finance, onde $40 milhões foram drenados devido a uma chave comprometida. A falta de medidas de segurança, como multisig, torna os programas vulneráveis a ataques, enfatizando a necessidade de proteger a chave de upgrade para evitar perdas significativas.

• •• A autoridade de upgrade em Solana permite acesso total ao protocolo.
• •• O colapso do Step Finance resultou de uma chave de upgrade comprometida.
• •• Programas com autoridade de upgrade em uma única hot wallet são altamente vulneráveis.

A Meta anunciou que irá descontinuar a criptografia de ponta a ponta nas mensagens diretas do Instagram, que não era uma configuração padrão e tinha baixa adoção. A empresa sugere que os usuários que desejam continuar a usar mensagens criptografadas façam isso pelo WhatsApp. A mudança reflete a evolução da abordagem da Meta em relação à segurança nas comunicações.

• •• Meta descontinuará a criptografia de ponta a ponta no Instagram a partir de 8 de maio de 2026.
• •• A criptografia nunca foi uma configuração padrão no Instagram, apenas disponível por opt-in em algumas áreas.
• •• A decisão foi tomada devido à baixa adoção da funcionalidade pelos usuários.

Open-ear headphones provide comfort and safety, allowing users to enjoy music while remaining aware of their surroundings. They are ideal for extended use as they do not cause internal pressure and ensure a secure fit during physical activities. This technology marks a significant shift in how we consume audio, balancing leisure with attention to the environment.

• •Open-ear headphones offer comfort for prolonged use.
• •Allow simultaneous awareness of the environment and music.
• •Enhance safety by maintaining spatial awareness of traffic.

Os novos fones de ouvido Asus Cetra Open Wireless são projetados para gamers, oferecendo um design aberto que permite a mistura de áudio do jogo com sons do ambiente. Embora não sejam ideais para todos os cenários de audição, eles se destacam pelo conforto e qualidade sonora, além de incluírem um transmissor USB-C 2.4GHz de alta qualidade.

• •• Design aberto permite mistura de áudio com sons do ambiente.
• •• Conforto e recursos avançados para uma experiência de jogo imersiva.
• •• Qualidade sonora satisfatória, embora com menos graves.

Smartphones are becoming obsolete more slowly, with the average age of replaced devices rising from two to nearly four years. This is due to rising prices and a lack of significant innovations, prompting consumers to reassess device upgrades. The '7-Year Rule' in the European Union also impacts support and updates, forcing manufacturers to adapt.

• •The average age of replaced smartphones has increased to nearly four years.
• •Expensive smartphones have changed consumer upgrade behavior.
• •Limited innovations lead users to keep devices longer.

The Samsung Galaxy S26 Ultra offers users a sense of security while using their device in public, addressing concerns about privacy. This review highlights the phone's features and how it alleviates worries about being watched while engaging in everyday activities.

• •• The Galaxy S26 Ultra enhances user privacy in public settings.
• •• It addresses common concerns about surveillance while using smartphones.
• •• The review reflects on the phone's usability in daily activities.

Google has begun rolling out Gemini screen automation for Android apps on the Galaxy S26. This new feature comes with usage limits similar to other Gemini app functionalities, highlighting the integration of AI in mobile applications and its implications for user experience and automation in everyday tasks.

• •• Google launches Gemini screen automation for Android apps.
• •• Feature is currently available on the Galaxy S26.
• •• Usage limits are in place for the Gemini app functionalities.

Nothing has updated its AI-powered app, Essential Space, for the Nothing Phone 3a, enhancing its functionality with semantic search and event tracking. The app can now recognize events from images, making it easier to manage tasks and schedules. This update reflects a growing trend in AI applications for personal organization and productivity, positioning Essential Space as a competitive tool in the mobile market.

• •• Essential Space app now supports semantic search for better content retrieval.
• •• Users can track events by adding images of flyers or schedules.
• •• New interface includes a 'For You' page for easier navigation.

Google DeepMind discovered that multi-agent networks can amplify errors by 17 times. The article discusses three architectural patterns that can distinguish between successful implementations that yield $60 million wins and those that fail, with a cancellation rate of 40%. Understanding these patterns is crucial for optimizing multi-agent systems in AI.

• •• Google DeepMind reveals multi-agent networks amplify errors significantly.
• •• Errors in multi-agent systems can increase by 17 times.
• •• The article outlines three key architecture patterns for success.

CaliVibe é um aplicativo interativo que permite explorar os condados e cidades da Califórnia através de dados como população, taxas de criminalidade e tendências de temperatura. O projeto é open-source e oferece uma maneira visual de entender padrões geográficos e demográficos, facilitando a análise comparativa entre diferentes regiões.

• •• Aplicativo interativo para explorar dados da Califórnia.
• •• Permite visualizar população, criminalidade e clima.
• •• Facilita a comparação entre diferentes regiões.

This article discusses the importance of prompt caching in optimizing the cost and latency of Large Language Model (LLM) calls. It highlights how effective caching strategies can enhance performance and reduce operational expenses, making LLMs more efficient for various applications.

• •• Prompt caching can significantly reduce latency in LLM calls.
• •• Effective caching strategies lower operational costs associated with LLM usage.
• •• Optimizing LLM performance is crucial for scalable applications.

This article explores the training process of vision language models, focusing on how text-only language models are fine-tuned to interpret images. Understanding this process is crucial as it bridges the gap between textual and visual data, enhancing the capabilities of AI systems in various applications.

• •• Deep exploration of vision language models training.
• •• Focus on finetuning text-only models to interpret images.
• •• Importance of bridging textual and visual data.

The article discusses a lightweight two-tower model that enhances restaurant discovery by addressing the shortcomings of traditional popularity ranking systems. This innovative approach is crucial for personalized recommendations, improving user experience in food discovery platforms.

• •• Introduces a two-tower model for restaurant ranking.
• •• Addresses limitations of traditional popularity-based systems.
• •• Enhances user experience in restaurant discovery.

This article discusses the results of applying five outlier detection methods on a dataset of wines, revealing that they disagreed on 96% of the flagged samples. Only 32 wines were unanimously identified as outliers, highlighting the challenges in data analysis and the importance of method selection in identifying anomalies.

• •• Five outlier detection methods were tested on a wine dataset.
• •• Only 32 out of 816 flagged wines were unanimously identified as outliers.
• •• The methods disagreed on 96% of the flagged samples.

Para que seu novo agente de IA tenha sucesso, é essencial conectar seus sistemas, garantir a segurança dos dados e integrá-lo ao fluxo de trabalho adequado. Esses passos são fundamentais para maximizar a eficácia e a colaboração entre humanos e agentes automatizados.

• •• Conectar sistemas é crucial para a integração do agente.
• •• A segurança dos dados deve ser uma prioridade ao implementar agentes.
• •• Integrar o agente ao fluxo de trabalho certo aumenta a eficiência.

Rox, a startup founded in 2024 by a former New Relic executive, has achieved a valuation of $1.2 billion. The company provides an AI-native alternative to traditional CRM tools, highlighting the growing trend of integrating artificial intelligence into sales automation solutions.

• •• Rox achieves a valuation of $1.2 billion.
• •• Founded in 2024 by a former chief growth officer of New Relic.
• •• Offers an AI-native alternative to traditional CRM tools.

Zendesk announced the acquisition of Forethought to enhance its use of autonomous AI in its CRM platform. The purchase aims to prepare the company for a future where artificial intelligence plays a central role in customer relationship management, emphasizing the importance of technology in transforming consumer services.

• •• Zendesk signs agreement to acquire Forethought.
• •• Acquisition aims to integrate autonomous AI into Zendesk's portfolio.
• •• The transaction reflects the trend of automation in CRM.

In the latest Salesforce Admins Podcast, Cheryl Feldman discusses how Agentforce is transforming the Salesforce Setup experience, reducing complexity from 1,300 pages to a more streamlined process. This innovation is crucial for enhancing user experience and operational efficiency within Salesforce.

• •• Cheryl Feldman discusses the impact of Agentforce on Salesforce Setup.
• •• The new approach simplifies the Setup process significantly.
• •• Transitioning from 1,300 pages to a single streamlined experience.

Durante o ZohoDay 2026, o CEO da Map Communications, Vaibhav Dani, compartilhou insights sobre a importância da transformação digital e como a empresa aposta na Zoho para simplificar sua pilha tecnológica. Essa abordagem prática destaca a relevância de soluções integradas para otimizar operações e melhorar a comunicação empresarial.

• •• Vaibhav Dani, CEO da Map Communications, discute a transformação digital no ZohoDay 2026.
• •• A Map Communications aposta na Zoho para simplificar sua pilha tecnológica.
• •• A importância de soluções integradas para otimizar operações é enfatizada.

This article provides a guide for small businesses looking to establish a self-service portal for their support teams. It highlights the importance of such portals in enhancing customer experience and streamlining support processes.

• •• Self-service portals empower customers to find solutions independently.
• •• They can significantly reduce the workload on support teams.
• •• Implementing a portal improves customer satisfaction and loyalty.

O XRP Ledger DEX oferece uma alternativa descentralizada às exchanges centralizadas, permitindo que os traders mantenham controle total sobre seus ativos. Com custos de transação baixos e a eliminação de problemas comuns em CEXes, como congelamento de saques e requisitos de KYC, essa plataforma se destaca como uma opção mais segura e eficiente para negociação de criptomoedas.

• •• O XRP Ledger DEX é integrado ao protocolo, não um dApp ou contrato inteligente.
• •• Elimina problemas de CEXes, como congelamento de fundos e altas taxas de transação.
• •• Oferece uma experiência de negociação mais rápida e segura em comparação com Ethereum e Solana.

In March 2026, tech layoffs reached 45,000, with over 9,200 attributed to AI and automation. This trend highlights the growing impact of technology on employment in the sector, raising concerns about job security and the future of work as companies increasingly rely on automated solutions.

• •• March 2026 saw 45,000 layoffs in the tech industry.
• •• Over 9,200 layoffs were specifically due to AI and automation.
• •• The trend raises concerns about job security in tech.

Meta is reportedly considering layoffs that could impact 20% of its workforce. This move aims to offset the company's significant spending on AI infrastructure, acquisitions, and hiring in the artificial intelligence sector, highlighting the financial pressures and strategic shifts within the organization.

• •• Meta may lay off 20% of its workforce.
• •• The layoffs are a response to high spending on AI infrastructure.
• •• The company is also investing in AI-related acquisitions.

Jovi, known as Vivo in China, has launched new smartphones focused on high-capacity batteries, such as the Y31 with 7,200 mAh. The strategy aims to meet Brazilian consumer demand for autonomy and fast charging, utilizing Blue Volt technology. The company offers differentiated warranties, reflecting its commitment to quality and customer satisfaction.

• •Jovi launched Y31, Y21, and Y21 5G smartphones focused on high-capacity batteries.
• •The Y31 features a 7,200 mAh battery and 44W fast charging.

Elon Musk, founder of Tesla and SpaceX, has surpassed $800 billion in net worth, representing 40% of Brazil's GDP. This significant growth in his wealth highlights the impact of technological innovations and entrepreneurship on the global economic landscape.

• •Elon Musk is the richest man in the world with a net worth exceeding $800 billion.
• •His wealth is equivalent to 40% of Brazil's GDP.
• •Musk's growth is driven by record performances in his companies Tesla and SpaceX.

Artificial intelligence is transforming not just how we work but also the concept of achievement itself. As AI takes on tasks traditionally requiring human effort, the criteria for what constitutes an accomplishment are being challenged. This raises philosophical questions about agency, difficulty, and the nature of success in a world increasingly reliant on technology.

• •• AI is generating a significant portion of code in major companies like Google and Microsoft.
• •• The definition of achievement is evolving due to AI's capabilities.
• •• Achievements require personal agency, meaningful difficulty, and competence.

Travis Kalanick, ex-CEO da Uber, anunciou sua mudança da Califórnia para o Texas, unindo-se a outros bilionários da tecnologia que deixaram o estado. A migração é impulsionada por taxas fiscais favoráveis e regulamentações empresariais, com Austin se destacando como um novo polo tecnológico. Essa tendência reflete uma mudança significativa no cenário de negócios nos EUA, especialmente após a pandemia.

• •• Travis Kalanick se mudou para o Texas no final de 2025.
• •• Ele se junta a outros bilionários da tecnologia, como Elon Musk, na mudança para o Texas.
• •• O Texas oferece taxas fiscais favoráveis e regulamentações empresariais atrativas.

Chine Mmegwa, gerente da Match Group, exemplifica a nova realidade dos 'megamanagers' em empresas americanas, onde menos gerentes supervisionam mais funcionários. Essa mudança, impulsionada pela necessidade de eficiência em tempos de incerteza econômica e aumento de gastos com IA, traz desafios na gestão do tempo e na tomada de decisões.

• •• A quantidade de gerentes médios está diminuindo nas empresas americanas.
• •• Os gerentes restantes estão se tornando 'megamanagers', supervisionando equipes maiores.
• •• A média de subordinados diretos aumentou de 10.9 para 12.1 em um ano.

Rep. Ro Khanna, representing Silicon Valley, faces a primary challenge from tech entrepreneur Ethan Agarwal after endorsing a billionaire wealth tax. Agarwal's campaign is backed by notable tech figures who believe Khanna has lost touch with his district. Khanna, however, remains confident in his coalition of progressives and business leaders, asserting that he can maintain his support despite the challenge.

• •• Ro Khanna faces a primary challenge from tech entrepreneur Ethan Agarwal.
• •• Agarwal's campaign is supported by influential figures in the tech industry.
• •• Khanna endorsed a billionaire wealth tax, sparking criticism from some constituents.

Amid SXSW 2026, Aleve LegalTech, a Brazilian venture builder, stands out by bringing legal innovations from Brazil to the global stage. Founded in 2021, the company aims to demonstrate that innovation in the legal sector can emerge from new approaches and business models, particularly through the use of artificial intelligence and automation.

• •• Aleve LegalTech is a venture builder focused on the legal sector.
• •• The company was founded in 2021 and is based in Belo Horizonte.
• •• Participates in SXSW 2026 in Austin, USA, promoting legal innovation.

The Technology sector has opened over 200,000 slots for free training courses, addressing the demand for professional qualification. With one in five professionals struggling to find jobs due to a lack of skills, this initiative is crucial for improving employability and meeting market needs.

• •Over 200,000 slots available for free training courses.
• •Initiative aims to meet the demand for qualification in the Technology sector.
• •One in five professionals faces difficulties due to a lack of skills.

The article discusses how generative AI is transforming the relationship between fans and content franchises, shifting from passive consumption to active creation. With the rise of AI, media companies can enhance fan engagement, allowing audiences to co-create and interact with their favorite brands in innovative ways, thus ensuring cultural relevance in an abundance of content.

• •• Generative AI is reshaping fan engagement in content franchises.
• •• Fans are transitioning from consumers to creators, especially Gen Z and Gen Alpha.
• •• Collaboration between IP owners and AI can enhance fan experiences 24/7.