Edition for February 21, 2026

VoxCPM introduces a tokenizer-free architecture for Text-to-Speech (TTS) that enhances speech generation and voice cloning. By processing input directly, it improves contextual understanding, leading to more natural and nuanced outputs. This open-source project has applications in accessibility, content creation, and virtual assistants, inviting developers to explore its capabilities and contribute to its evolution.

• •• VoxCPM offers a novel, tokenizer-free approach to speech synthesis.
• •• It enhances context-aware speech generation for more human-like outputs.
• •• The model allows for true-to-life voice cloning, improving personalization.

Google's Gemini 3.1 Pro introduces a three-tier adjustable reasoning system, enhancing its AI capabilities. This update allows developers to dynamically scale reasoning effort for various tasks, from quick responses to complex problem-solving. The shift to incremental updates signifies a strategic change in Google's approach, making it easier for enterprises to deploy AI solutions effectively.

• •• Gemini 3.1 Pro features a new three-tier thinking system: low, medium, and high.
• •• The update allows for dynamic scaling of reasoning effort based on task complexity.
• •• Organizations can now use a single model endpoint for various AI tasks.

O BigQuery agora oferece geração autônoma de embeddings, simplificando o fluxo de trabalho de IA. Essa nova funcionalidade elimina a necessidade de pipelines manuais, permitindo que os usuários mantenham automaticamente uma coluna de embeddings com base em uma coluna de origem, facilitando o uso de dados prontos para IA.

• •• BigQuery introduz geração autônoma de embeddings para simplificar fluxos de trabalho de IA.
• •• A nova funcionalidade elimina a necessidade de pipelines manuais e problemas de sincronização.
• •• Embeddings permitem que máquinas entendam o significado semântico dos dados.

Hoje, anunciamos o Gemini 3.1 Pro, uma evolução na série Gemini 3, projetada para resolver problemas complexos com maior profundidade de raciocínio. Disponível em preview no Vertex AI e Gemini Enterprise, essa nova versão permite integrar dados diversos, visualizar tópicos complexos e enfrentar desafios que exigem planejamento profundo.

• •• Gemini 3.1 Pro é uma versão mais inteligente e capaz para resolução de problemas complexos.
• •• O modelo oferece profundidade de raciocínio necessária para negócios modernos.
• •• Permite integrar dados diversos em uma única visualização.

Researchers at UC Santa Barbara developed Group-Evolving Agents (GEA), a framework that allows AI agents to evolve collectively, sharing experiences and innovations. This approach overcomes limitations of traditional self-improving AI systems, enabling agents to autonomously adapt to dynamic environments without constant human intervention, significantly outperforming existing frameworks in complex tasks.

• •• Group-Evolving Agents (GEA) enable collective evolution of AI agents.
• •• GEA outperforms traditional self-improving frameworks in software engineering tasks.
• •• The framework allows agents to autonomously adapt without human intervention.

O Qwen 3.5 da Alibaba, com 397 bilhões de parâmetros, supera seu modelo anterior de um trilhão de parâmetros em desempenho e custo. Este novo modelo é mais rápido e econômico, oferecendo uma alternativa viável para empresas que buscam infraestrutura de IA para 2026, permitindo que elas possuam e controlem suas soluções de IA.

• •• Qwen 3.5 possui 397 bilhões de parâmetros, ativando apenas 17 bilhões por token.
• •• O modelo é 60% mais barato de operar em comparação ao seu predecessor.
• •• Qwen 3.5 decodifica 19 vezes mais rápido que o Qwen3-Max.

In 2025, the AI industry faced a reckoning as leaders made unfulfilled promises, prompting a need to recalibrate expectations. This exclusive eBook explores the implications of this hype correction, shedding light on the challenges and realities of AI advancements.

• •• 2025 marked a significant turning point for the AI industry.
• •• Top AI executives faced scrutiny for unmet promises.
• •• The eBook discusses the need to recalibrate expectations.

WebMCP revolutionizes internet crawling by enabling AI agents to interact with websites without traditional UI navigation. This structured approach enhances efficiency, reducing token costs and latency, making it scalable for future AI-driven web interactions. As AI becomes a primary user of the internet, WebMCP could redefine how we access and utilize online content.

• •• WebMCP allows AI agents to interact with websites directly, bypassing traditional UI navigation.
• •• The new method significantly reduces latency and token costs, improving efficiency.
• •• WebMCP shifts the web from a document-centric model to an action-oriented model.

This guide explores the automated enhancement of scientific and industrial repositories using open-source AI agents. It provides insights into leveraging AI for improving repository aesthetics and functionality, which is crucial for better collaboration and usability in development projects.

• •• Guide focuses on enhancing open-source repositories with AI.
• •• Discusses the use of automated AI agents for improvements.
• •• Aims to boost collaboration and usability in development.

O garlic-agent é um agente de IA leve que busca, analisa e executa documentos de forma autônoma em um ambiente Android Termux. Inspirado pelo OpenClaw, utiliza o modelo RAG e a API LLM DeepSeek, permitindo a execução de 6.000 documentos pessoais. O projeto destaca a capacidade de interação com IA sem necessidade de codificação profunda, focando na verificação e validação das ações da IA.

• •• garlic-agent é um agente de IA leve para Android Termux.
• •• Permite busca e execução autônoma de 6.000 documentos pessoais.
• •• Utiliza RAG e a API LLM DeepSeek como principais tecnologias.

The article explores the challenges of running file conversion entirely in the browser using WebAssembly. It discusses the limitations of using LibreOffice for document conversion and highlights successful implementations with FFmpeg, Sharp, pdf-lib, SheetJS, and JSZip, emphasizing the trade-offs in performance and memory usage.

• •• Most online converters raise privacy concerns and increase transfer times.
• •• LibreOffice in WebAssembly faces significant memory and performance limitations.
• •• FFmpeg.wasm offers audio/video conversion but is slower than native performance.

Spring Crud Generator v1.2.0 enhances usability for real projects with improved database migration compatibility, better JSON support for collections, and more reliable Docker Compose behavior. These updates aim to reduce migration issues across different databases and ensure smoother application startup processes, making it easier for developers to manage their projects effectively.

• •• Improved database migration compatibility across MySQL, MariaDB, MSSQL, and PostgreSQL.
• •• Enhanced JSON type support for collections, facilitating modern API data modeling.
• •• Docker Compose now includes healthchecks to ensure the database is ready before application startup.

This article discusses an automated system for managing employee leave requests using free tools like Google Forms, Google Sheets, and Make.com. It highlights the importance of automation in reducing friction in workflows and provides a template for users to implement similar solutions for various approval processes, enhancing efficiency in business operations.

• •• Automates employee leave requests using free tools.
• •• Utilizes Google Forms for input and Google Sheets for tracking.
• •• Employs Make.com for automation logic and webhooks.

FastMCP is a Python library designed for building MCP servers and clients. It emphasizes comprehensive error handling, best practices, and deployment strategies, making it suitable for both beginners and intermediate developers. This tool streamlines the development process and enhances the reliability of applications.

• •• FastMCP simplifies the creation of MCP servers and clients in Python.
• •• It includes comprehensive error handling to improve application reliability.
• •• Best practices are integrated into the development process.

O Google anunciou investimentos significativos em infraestrutura digital e iniciativas de capacitação para democratizar o acesso à Inteligência Artificial. O projeto America-India Connect visa aumentar a conectividade e a resiliência digital, estabelecendo novas rotas de fibra óptica e cabos submarinos entre a Índia e outros continentes, promovendo crescimento econômico e reduzindo a divisão digital.

• •• Google investe US$ 15 bilhões em infraestrutura de IA na Índia.
• •• Iniciativa America-India Connect visa aumentar a conectividade global.
• •• Novas rotas de fibra óptica e cabos submarinos serão estabelecidos.

Amazon Web Services experienced a 13-hour outage due to its AI coding assistant, Kiro, which mistakenly deleted and recreated an environment. Although Kiro typically requires human approval for changes, a human error granted it excessive permissions, leading to the incident. This highlights the risks associated with AI systems in critical infrastructure.

• •• AWS faced a 13-hour outage caused by AI assistant Kiro.
• •• Kiro mistakenly deleted and recreated an operational environment.
• •• Human error allowed Kiro more permissions than intended.

Microsoft has updated OneDrive for macOS, introducing support for Liquid Glass, enhancing visual integration with the system. The new interface, developed with Swift UI, features an activity center that displays essential information about downloads and recent files. The update is initially available to Insider program members in version 26.017.

• •• OneDrive now supports Liquid Glass for an enhanced visual experience on macOS.
• •• The new activity center displays essential information and download status.
• •• The interface was developed with Swift UI, integrating with the native macOS design.

The article explores the idea of relocating massive data centers for generative AI to outer space to mitigate their environmental impact on Earth. This innovative approach could revolutionize data storage and processing while addressing sustainability concerns.

• •• Massive data centers for AI are environmentally harmful.
• •• Relocating them to space could reduce their Earthly footprint.
• •• The concept aims to combine technology with sustainability.

A transformação digital na África do Sul está mudando rapidamente o cenário empresarial, com organizações adotando sistemas mais inteligentes, automação e soluções impulsionadas por IA. O artigo explora histórias de sucesso e lições aprendidas, destacando a importância da transformação digital para aumentar a eficiência, reduzir custos e melhorar a experiência do cliente.

• •• A transformação digital é essencial para a competitividade das empresas sul-africanas.
• •• Organizações estão modernizando sistemas legados e adotando soluções em nuvem.
• •• Exemplos de sucesso incluem o investimento em bancos digitais e serviços ao cliente com IA.

Telefónica has launched a new edge computing platform aimed at the B2B market in Spain. The solution utilizes sovereign nodes to process, analyze, and store data across five different locations, enabling greater efficiency and agility in information management for businesses.

• •• Telefónica introduces edge computing platform for B2B in Spain.
• •• The solution utilizes sovereign nodes for data processing.
• •• Data will be analyzed and stored in five distinct locations.

Researchers from Q Continuum discovered that 287 Chrome extensions are collecting data from 37.4 million users. Marketed as adblockers or research assistants, these extensions stealthily steal personal information and sell it to corporations. The operation involves mass data collection using obfuscation techniques to hide their malicious activities.

• •287 Chrome extensions are compromising the privacy of 37.4 million users.
• •Malicious extensions disguise themselves as adblockers and research assistants.
• •Collected data is sold to corporations and institutions.

Three engineers are accused of stealing Google secrets and sending data to Iran. If found guilty, they could face over 20 years in prison. This case highlights the growing concern over data security and the protection of sensitive information in the technology sector.

• •Three Silicon Valley engineers have been charged with trade secret theft.
• •The allegedly stolen data belongs to Google.
• •The defendants could face over 20 years in prison.

A ransomware attack has paralyzed the University of Mississippi Medical Center, forcing hospitals to operate under emergency manual protocols. The FBI and CISA are investigating the incident, which underscores the vulnerability of healthcare institutions to cyberattacks.

• •• Ransomware attack affects the University of Mississippi Medical Center.
• •• Hospitals are operating under emergency manual protocols.
• •• FBI and CISA are involved in the investigation of the incident.

Notepad++ has released version 8.9.2, addressing a security flaw that allowed malware infiltration through updates. The new version includes robust security checks and removes insecure options, enhancing protection against cyberattacks, particularly from groups like Lotus Panda.

• •Notepad++ fixes flaw that allowed malware invasion via updates.
• •Version 8.9.2 features a robust design and enhanced security checks.
• •Removal of libcurl.dll prevents the sideloading of malicious DLLs.

BC Protege+ is a service from the Central Bank that prevents the opening of fraudulent bank accounts, safeguarding users of banks and fintechs. Since its launch in December 2025, it has already protected 1 million people against fraud, highlighting its importance in financial security.

• •BC Protege+ prevents fraudulent bank accounts.
• •Service from the Central Bank available since December 2025.
• •Has already protected 1 million people to date.

The Cline CLI 2.3.0 update was compromised, leading to the stealth installation of OpenClaw, an autonomous AI agent. This incident highlights the vulnerabilities in software supply chains and the potential risks associated with open-source tools, emphasizing the need for enhanced security measures in software development.

• •• Cline CLI was updated to include a malicious payload without user consent.
• •• OpenClaw, an AI agent, was stealthily installed on developer systems.
• •• The attack exploited a compromised npm publish token.

O Anker Prime Power Bank (20K, 200W) é uma solução prática para carregar até três dispositivos simultaneamente, incluindo laptops. Com um preço promocional de $79,99, ele oferece recarga rápida e uma tela inteligente para monitorar a energia. É ideal para quem está sempre em movimento e precisa de uma fonte de energia confiável.

• •• Carrega até três dispositivos simultaneamente, incluindo laptops.
• •• Preço promocional de $79,99, com desconto de $60.
• •• Recarrega um iPhone 16 Pro a 30% em apenas 15 minutos.

Meta is shifting its focus for Horizon Worlds to be primarily mobile, indicating a strategic pivot away from virtual reality. This move will also see the separation of its Quest VR platform from the virtual world, reflecting changing priorities in the tech landscape.

• •• Meta is refocusing Horizon Worlds to prioritize mobile experiences.
• •• The Quest VR platform will be separated from the virtual world.
• •• This shift indicates a change in Meta's strategic direction.

Samsung has updated its virtual assistant Bixby, incorporating LLM technology to enhance device control and perform real-time web searches. This update is significant as it showcases the evolution of virtual assistants, making them more contextual and useful for users.

• •Bixby now utilizes LLM technology to enhance its functionalities.
• •The assistant can control devices based on context.
• •Real-time web search has been integrated into Bixby.

Samsung's Galaxy Z TriFold, a foldable device that transforms into a 10-inch tablet, quickly sold out its restock in under ten minutes. This rapid sellout highlights the device's popularity and the limited availability from Samsung's website. Priced at $2,899.99, it offers 512GB of storage, raising questions about pricing for higher storage options.

• •• Samsung's Galaxy Z TriFold sold out in less than ten minutes.
• •• The device turns into a 10-inch tablet, showcasing innovative design.
• •• Limited availability only on Samsung's official site adds to its exclusivity.

The design of the Poco X8 Pro and Poco X8 Pro Max has leaked, revealing visual details and specifications. The new models may be rebranded versions of Redmi devices, with differences in design and cameras. The Poco X8 Pro Max features a 6.83-inch OLED display, Dimensity 9500s processor, and an 8,500 mAh battery with 100W fast charging.

• •• Leak reveals design and specifications of Poco X8 Pro and Pro Max.
• •• Poco X8 Pro Max will have a 6.83-inch OLED display and Dimensity 9500s processor.
• •• 8,500 mAh battery with support for 100W fast charging.

A Samsung reanunciou a reformulação do Bixby, que agora incorpora mais Inteligência Artificial e será lançado na One UI 8.5. Essa atualização promete melhorar o controle de dispositivos e a interação do usuário com a assistente virtual.

• •• Samsung reanunciou a reformulação do Bixby após um início frustrante.
• •• A nova versão do Bixby será integrada na One UI 8.5.
• •• A atualização traz mais recursos de Inteligência Artificial.

This article presents seven Python tricks to enhance the performance of the XGBoost library, focusing on achieving more accurate predictive models. These techniques are essential for data scientists looking to optimize their machine learning workflows and improve model accuracy.

• •• Explore advanced parameter tuning for better model performance.
• •• Utilize feature engineering techniques to enhance data quality.
• •• Implement cross-validation strategies for reliable model evaluation.

AI can write code, but data scientists must guide the process. Understanding essential concepts is crucial to remain relevant in an era dominated by AI coding agents. This article emphasizes the importance of mastering knowledge that complements AI capabilities.

• •• AI is transforming the coding landscape for data scientists.
• •• Mastering essential concepts is key to staying relevant.
• •• Data scientists must learn to guide AI in coding tasks.

O Conversational Analytics API, impulsionado pelo Gemini, permite que usuários construam agentes conversacionais que compreendem linguagem natural e consultam dados no BigQuery. Isso facilita o acesso a insights, permitindo que equipes respondam a perguntas instantaneamente e automatizem relatórios dinâmicos, melhorando a experiência do cliente e a eficiência operacional.

• •• O Conversational Analytics API transforma dados do BigQuery em insights acessíveis.
• •• Permite a construção de agentes que respondem perguntas em linguagem natural.
• •• Facilita triagens automáticas para equipes de suporte e vendas.

Indicium has opened applications for the Lighthouse program, a paid training initiative in data and artificial intelligence. Aimed at early-career professionals or those transitioning, the program will reach its tenth edition in 2026, providing a valuable opportunity for those looking to enter the field.

• •Applications open until February 27 for the Lighthouse program.
• •Paid intensive training program in data and AI.
• •Targeted at entry-level professionals or career transitioners.

Os modelos de dados em DBMS são fundamentais para o armazenamento estruturado de informações em aplicações modernas. Eles definem como os dados são organizados, armazenados e recuperados, impactando diretamente a performance e a integridade dos dados. Compreender esses modelos é crucial para evitar problemas futuros e garantir a eficiência das aplicações.

• •• Modelos de dados definem a organização e recuperação de informações.
• •• Um modelo incorreto pode levar a problemas de performance e integridade.
• •• A escolha do modelo certo é crucial para aplicações modernas.

The 'golden pipeline' approach by Empromptu addresses the 'last-mile' data problem in enterprise AI by integrating data normalization directly into AI workflows. This method accelerates data preparation from 14 days to under an hour, ensuring data accuracy and compliance, crucial for industries like fintech, healthcare, and legal tech. It enhances model performance by continuously evaluating data quality against production behavior.

• •• Golden pipelines streamline data preparation for AI applications.
• •• They reduce the time for data normalization from 14 days to under an hour.
• •• The approach ensures data accuracy and compliance in regulated industries.

A Salesforce lançou o novo Agentforce Builder, uma experiência inovadora para a construção de agentes, impulsionada por uma versão aprimorada do Atlas Reasoning Engine. Essa mudança oferece aos administradores mais controle e clareza ao projetar o comportamento dos agentes, representando um avanço significativo na forma como interagem com os prompts.

• •• Lançamento do Agentforce Builder pela Salesforce.
• •• Nova experiência para construção de agentes com mais controle.
• •• Baseado em uma versão aprimorada do Atlas Reasoning Engine.

Messaging apps, particularly WhatsApp, are increasingly integral to customer experience (CX) strategies. With over 100 billion messages sent daily, these platforms allow brands to engage with customers in a familiar, conversational manner. This shift reflects a growing demand for personalized interactions, making messaging apps a vital component of modern CX stacks.

• •• WhatsApp business accounts have been growing since 2018.
• •• Over 100 billion messages are sent on WhatsApp daily.
• •• Customers prefer interacting with brands like they do with friends.

Rodobens, a financial services platform in the automotive sector, implemented automated AI-based customer service solutions, resulting in a 6% increase in digital sales via WhatsApp and improved conversion rates. The new solution was integrated into its CRM, optimizing customer service.

• •Rodobens adopted automated customer service solutions with AI.
• •6% growth in digital sales through WhatsApp.
• •Increase in commercial conversion rates.

In this episode of the Salesforce Admins Podcast, Gaurang Mathur discusses how Setup with Agentforce is revolutionizing the way Salesforce admins create, modify, and comprehend complex formulas. This innovation is crucial for enhancing productivity and efficiency in Salesforce administration.

• •• Gaurang Mathur shares insights on Salesforce formula management.
• •• Agentforce is transforming how admins handle complex formulas.
• •• The podcast emphasizes the importance of understanding formulas.

A grande novidade para a comunidade de administradores do Salesforce é que o Flow Orchestration, anteriormente um complemento pago, agora é um tipo de Flow padrão disponível para todos os clientes do Salesforce. Isso representa uma atualização significativa, oferecendo uma nova ferramenta poderosa para os administradores.

• •• Flow Orchestration agora é um tipo de Flow padrão no Salesforce.
• •• Antes, era um complemento pago, agora acessível a todos os clientes.
• •• A mudança melhora as ferramentas disponíveis para administradores.

Um novo recurso de IA do Google Cloud permite extrair dados biomecânicos 3D de vídeos comuns, revolucionando a análise de manobras no snowboard e esqui. Essa ferramenta, desenvolvida em colaboração com a U.S. Ski & Snowboard, mede a rotação real dos atletas, revelando discrepâncias entre a nomenclatura das manobras e a realidade física, o que pode impactar o treinamento e a performance dos atletas.

• •• Nova ferramenta de IA do Google Cloud transforma vídeos em dados biomecânicos 3D.
• •• Colaboração com a U.S. Ski & Snowboard para análise de manobras olímpicas.
• •• Mede rotação, postura e tempo de ar dos atletas com precisão.

Anthropic's Claude Sonnet 4.6 offers near-flagship AI performance at a significantly lower cost, enabling more enterprises to adopt AI agents and automated coding tools. With a 1M token context window and unchanged pricing, this model transforms the economics of deploying AI at scale, making advanced capabilities accessible to a broader range of businesses.

• •• Claude Sonnet 4.6 delivers flagship AI performance at one-fifth the cost.
• •• The model features a 1M token context window in beta, enhancing capabilities.
• •• Pricing remains steady at $3/$15 per million tokens, same as Sonnet 4.5.

A aquisição da OpenClaw pela OpenAI sinaliza uma mudança significativa na era dos chatbots, focando em agentes autônomos que realizam tarefas em nome dos usuários. Essa transição representa uma nova estratégia para a OpenAI, que busca expandir as capacidades da IA além das interações conversacionais, impactando a forma como as empresas avaliam suas estratégias de IA.

• •• OpenAI adquiriu o projeto OpenClaw, um agente de IA de código aberto.
• •• A transição de OpenClaw para uma fundação independente pode influenciar sua direção futura.
• •• A mudança indica um foco crescente em agentes autônomos em vez de interfaces conversacionais.

The article discusses the competition between pro-AI political action committees (PACs) in supporting or opposing Alex Bores' congressional campaign in New York. Bores' RAISE Act mandates AI developers to disclose safety protocols and report serious system misuse, highlighting the importance of accountability in AI development.

• •• Competing pro-AI PACs are influencing a New York congressional race.
• •• Alex Bores is advocating for the RAISE Act focused on AI safety.
• •• The RAISE Act requires AI developers to disclose safety protocols.

As empresas precisam de controle total sobre o raciocínio dos agentes e ferramentas projetadas para velocidade e precisão. A transformação da plataforma da Salesforce está capacitando equipes a ter sucesso em grande escala, o que é crucial para a competitividade no mercado atual.

• •• Empresas exigem controle total sobre a lógica dos agentes.
• •• Ferramentas devem ser rápidas e precisas para atender às demandas.
• •• A transformação da plataforma da Salesforce visa escalar o sucesso das equipes.

If Nvidia agrees to invest $30 billion in OpenAI, the company behind ChatGPT will become one of the most valuable in the tech sector. This deal could transform the competitive landscape in the artificial intelligence market, enhancing OpenAI's capacity for innovation and development.

• •• Nvidia may invest $30 billion in OpenAI.
• •• OpenAI is the developer of ChatGPT, a popular AI tool.
• •• The investment would make OpenAI one of the most valuable tech companies.

Rapidata surge para otimizar o desenvolvimento de modelos de IA, reduzindo o tempo de meses para dias com feedback humano em tempo quase real. A plataforma gamifica o processo de RLHF, permitindo que quase 20 milhões de usuários de aplicativos populares realizem tarefas de revisão em troca de recompensas, acelerando significativamente os ciclos de desenvolvimento e permitindo iterações contínuas.

• •• Rapidata transforma o processo de RLHF em uma infraestrutura de alta velocidade.
• •• A plataforma conecta 20 milhões de usuários para tarefas de revisão instantâneas.
• •• Reduz o tempo de desenvolvimento de meses para dias para modelos de IA.

The article discusses the evolving landscape of entrepreneurship, emphasizing the shift from seeking 'unicorns' (highly valued startups) to more sustainable and realistic 'donkeys' (businesses with steady growth). This change is crucial as it reflects a more pragmatic approach to building companies in a competitive market.

• •• Focus on sustainable business models over high valuations.
• •• Emphasizes the importance of steady growth in entrepreneurship.
• •• Highlights the changing dynamics of startup culture.

Lucid Motors has announced a 12% reduction in its workforce as part of efforts to achieve profitability. This decision, impacting hundreds of employees, reflects the company's ongoing challenges in the competitive electric vehicle market.

• •• Lucid Motors is cutting 12% of its workforce.
• •• The layoffs will affect hundreds of full-time employees in the US.
• •• This move is part of the company's strategy to achieve profitability.

Deivyd Barros, a former public school student, founded Investeens, a company dedicated to teaching financial education to young people in similar situations. The project aims to transform young people's relationship with money by providing tools and knowledge for a healthier financial future.

• •Deivyd Barros founded Investeens after his experience in public school.
• •The company focuses on financial education for young people.
• •The project seeks to transform young people's relationship with money.

Peak XV has raised $1.3 billion, focusing on investments in AI, fintech, and cross-border ventures in India. This move comes amid increasing competition among venture capitalists in the region, especially following recent partner departures, highlighting the strategic importance of AI in their investment strategy.

• •• Peak XV raises $1.3 billion to enhance its investment portfolio.
• •• Focus on AI, fintech, and cross-border investments in India.
• •• Increased competition among venture capitalists in the Indian market.

Krista LeRay turned her needlepoint hobby into a $10 million business, Penny Linn Designs, during the pandemic. Starting with hand-painted canvases, she leveraged her blog and social media to grow her brand. LeRay emphasizes the importance of community support and managing criticism effectively, showcasing how passion can lead to significant entrepreneurial success.

• •• Krista LeRay founded Penny Linn Designs during the pandemic.
• •• The business generated over $10 million in sales in five years.
• •• LeRay started by sharing her hand-painted canvases with followers.