Edition for June 29, 2026

Wall Street investors are optimistic about Micron, a US memory maker, believing it could replicate Nvidia's success in the AI sector. The search for public AI-related companies is intensifying as investors look for the next big opportunity.

• •Wall Street is looking for AI-related investment opportunities.
• •Micron is being compared to Nvidia in terms of potential growth.
• •Investors are eager for companies that can capitalize on AI trends.

If your computer is running slowly or you simply want to check if everything is functioning properly, you can use ChatGPT to perform a check-up on your machine. This is done without installing additional apps or requiring the AI to access personal files, only analyzing system information exported by Windows.

• •ChatGPT can perform a PC check-up without access to personal files.
• •Users should export system information using the 'msinfo32' command.
• •Assistants like ChatGPT analyze massive data quickly.

My smart home camera alerts used to be useless, but now they tell me what actually happened.

• •Local LLM enhances smart camera functionality.
• •Integration with Frigate and Home Assistant improves alerts.
• •Cameras now provide context for detected events.

Nitya Kumar, a UX designer at Adobe, shares her journey of transitioning into AI. By treating her career like a science lab, she overcame her fears of learning new technology. She self-taught AI skills through experimentation and collaboration, ultimately landing a role focused on AI design.

• •Nitya Kumar transitioned to AI after noticing industry changes.
• •She embraced a scientific approach to her career development.
• •Kumar self-taught AI skills using YouTube and peer support.

Two weeks after ordering Anthropic to take Claude Mythos 5 and Fable 5 offline, the Trump administration is allowing access to ‘certain trusted’ companies. ‘We are pleased,’ the AI firm said.

• •The U.S. government previously restricted access to Anthropic's AI models.
• •Anthropic has received approval to provide access to select companies.
• •This decision marks a significant policy shift regarding AI regulation.

OpenAI has updated ChatGPT-5.5, enhancing its conversational capabilities. The update allows for a more nuanced understanding of user prompts, making interactions smoother and more intuitive. This improvement could significantly impact how users engage with AI, leading to better user experiences and broader applications.

• •OpenAI released an update for ChatGPT-5.5.
• •The update enhances conversational capabilities.
• •Users can expect a more nuanced understanding.

Global study finds AI is delivering ROI, but trust hinges on transparency, choice and seamless human handoffs.

• •AI adoption in customer experience (CX) reaches 92%.
• •Consumers still prefer human support for trust.
• •Transparency and choice are critical for consumer confidence.

Behind a customer's API, a high-quality answer isn't enough. It has to be usable, which means on time. Delivering that consistently is a problem about variance, not speed, and the fixes are counterintuitive.

• •High-quality API responses must be timely and usable.
• •The challenge lies in managing variance rather than just speed.
• •Counterintuitive solutions are necessary for consistent delivery.

Eliana Jordan, a scuba instructor, learned to code during the pandemic and developed a scuba-diving booking app. After leaving her software development job, she combined her passions for diving and technology to create a platform similar to Airbnb for scuba diving, allowing for greater flexibility in her lifestyle.

• •Eliana Jordan transitioned from scuba instructor to software developer.
• •She learned coding during the pandemic lockdown.
• •Jordan created a scuba-diving booking app inspired by Airbnb.

Gaming on Linux is about to get a little bit better with the release of KDE Plasma 6.8, which will enable triple buffering for NVIDIA GPUs by default. This improvement aims to enhance the gaming experience by reducing screen tearing and providing smoother visuals.

• •KDE Plasma 6.8 introduces triple buffering for NVIDIA GPUs.
• •The feature aims to improve gaming performance on Linux.
• •Triple buffering helps reduce screen tearing during gameplay.

This article discusses a bug related to SSH commands failing on csh login shells due to incompatibility with bash syntax. It details the troubleshooting process, the specific errors encountered, and the implementation of a fix by wrapping commands in '/bin/sh -c'. The post emphasizes the importance of understanding shell differences in server environments.

• •User reported a bug with SSH profiles failing to detect WordPress install paths.
• •The issue stemmed from csh and bash incompatibility on the server side.
• •Error logs revealed that csh misinterpreted standard bash syntax.

The article discusses the author's journey in creating Aegis Pulse, an OSS tool aimed at automating the tracking of GitHub clone metrics. The author reflects on the importance of understanding user engagement through unique clones and shares insights on utilizing AI chats for data analysis, ultimately realizing the need for automation to streamline the process.

• •The author launched Aegis Stack on Reddit, focusing on automation.
• •Tracking unique clones became crucial for understanding tool usage.
• •Daily data collection involved using AI chats for insights.

Shopify CSV Preflight Validator helps merchants avoid common pitfalls when importing product CSV files. It checks for errors before upload, providing a corrected file, a machine-readable error list, and a human-readable report. This tool addresses issues like header case sensitivity and variant associations, which can lead to significant problems in product listings.

• •Shopify's CSV import often fails due to common spreadsheet errors.
• •The Preflight Validator runs locally, ensuring data privacy.
• •It generates a fixed CSV and detailed error reports.

Este artigo ensina como criar um fundo interativo de partículas usando p5.js, uma biblioteca de JavaScript. O foco é em permitir que os leitores experimentem e modifiquem parâmetros, em vez de apenas seguir códigos. O tutorial abrange desde a criação das partículas até a implementação de animações suaves e interações com o mouse.

• •Introdução à criação de arte interativa com p5.js.
• •Foco em permitir que os leitores experimentem com o código.
• •Ensina a criar partículas que reagem ao mouse.

Migrating an on-premises database to the cloud involves careful planning and execution to avoid pitfalls like downtime and data loss. This guide details the migration process, emphasizing the importance of a pre-migration assessment and the benefits of cloud databases, such as reduced costs and improved availability.

• •Moving databases to the cloud is increasingly essential for organizations.
• •Cloud databases reduce hidden costs associated with on-premises systems.
• •Managed services offer features like automated failover and replication.

WAL-RUS is a Rust-based rewrite of WAL-G, designed for efficient PostgreSQL backups. This new implementation aims to enhance performance and reliability in backup processes, leveraging Rust's advantages in memory safety and concurrency.

• •WAL-RUS improves PostgreSQL backup efficiency.
• •The project is a Rust rewrite of the existing WAL-G tool.
• •Rust's memory safety features enhance reliability.

Mirage is a new app that offers high-quality wireless screen sharing across the Apple ecosystem, allowing users to stream from their Mac to devices like iPhone, iPad, and Vision Pro. With low latency and numerous features, it aims to enhance remote usage of Macs.

• •Mirage enables wireless screen sharing from Mac to various Apple devices.
• •The app supports low latency for a smooth user experience.
• •It is designed for seamless integration within the Apple ecosystem.

Elea Data Centers and Axia announced the construction of a data center in Belém, with a capacity of 100 MW. The operation is expected to commence in 2027, addressing the growing demand from large enterprises for data infrastructure in the region.

• •Data center will have a capacity of 100 MW.
• •Construction in Belém aims to meet increasing demand.
• •Operation is expected to start in 2027.

The European Commission has proposed that AWS and Microsoft Azure be considered 'gatekeepers' under the Digital Markets Act, which entails stricter regulations for major digital platforms. This change aims to enhance competition and transparency in the cloud computing market.

• •The EU seeks to more rigorously regulate major digital platforms.
• •AWS and Microsoft Azure may be classified as 'gatekeepers'.
• •The proposal is part of the Digital Markets Act (DMA).

À medida que as empresas escalam agentes de IA autônomos, é essencial estabelecer limites claros para a proteção de dados. O VPC Service Controls (VPC-SC) foi atualizado com novas capacidades para fortalecer a segurança desses agentes, permitindo um controle mais granular e a aplicação de políticas de acesso consistentes.

• •Agentes de IA exigem proteção robusta em ambientes de produção.
• •O VPC Service Controls ajuda a estabelecer perímetros de rede.
• •Novas capacidades incluem identidade de agente em regras direcionais.

Poor database performance can lead to missed SLAs, delayed releases, and increased operational risks for enterprise teams. This blog discusses optimizing PostgreSQL on Azure using Visual Studio Code to enhance performance and mitigate these issues.

• •Database performance issues affect overall business operations.
• •Optimizing PostgreSQL can reduce operational risks.
• •Visual Studio Code offers tools for performance enhancement.

Japanese telecommunications operator KDDI Corporation disclosed a data breach affecting one of its email systems, which is shared with five other ISPs. The breach potentially exposed up to 14.2 million email logins, raising concerns about user data security and the vulnerability of shared systems among providers.

• •KDDI Corporation reported a significant data breach.
• •The breach affected an email system used by multiple ISPs.
• •Up to 14.2 million email logins may have been exposed.

Continuing to use a phone with a cracked screen can be hazardous, as microcracks may expose sharp edges, leading to cuts for the user. Additionally, applying a new screen protector over the damaged display is a temporary solution that can worsen the issue, compromising the device's integrity.

• •A cracked screen can cause cuts and injuries to the user.
• •Microcracks can expose sharp edges even with superficial damage.
• •Applying a screen protector over a cracked display is a temporary solution.

Social media platforms are facing lawsuits in the U.S. that could transform their operations, particularly regarding child safety. Cases involving Meta and YouTube, which resulted in significant settlements, signal a turning point in public perception and may influence new legislation and regulations, impacting the future of social platforms.

• •Social media platforms are under intense legal scrutiny in the U.S.
• •Lawsuits allege that platforms harm users, especially children.
• •Legal changes could affect how social media operates.

Cybercriminals are exploiting the anticipation for GTA VI by creating fake beta programs that aim to steal users' bank details, credentials, and personal information. Experts warn fans to be cautious of these scam websites.

• •Cybercriminals are targeting GTA VI fans with scams.
• •Fake beta programs are designed to steal personal information.
• •Users are at risk of losing money and credentials.

The Security Service of Ukraine (SSU) and the FBI revealed a campaign by Russian intelligence to infiltrate messaging accounts of officials and activists. The cyber attacks targeted sensitive information across Ukraine, Europe, and the U.S., highlighting the ongoing threat of state-sponsored cyber espionage.

• •Ukrainian and U.S. agencies collaborated on the investigation.
• •Russian intelligence used fake support texts for credential theft.
• •Targets included government officials and military personnel.

An agentic coding tool can clone a seemingly benign GitHub repository, executing a hidden malicious payload that evades detection by security scanners, AI agents, and human reviewers. This raises significant concerns about the security of code repositories and the potential for AI tools to inadvertently facilitate malware execution.

• •AI coding tools can clone GitHub repositories.
• •Malicious payloads can remain undetected.
• •Security scanners may fail to identify threats.

The Australian government has announced it will double the fines for platforms that violate the ban on social media access for those under 16, increasing to $68 million. This measure aims to combat evasion of restrictions and is being monitored by other countries, with implications for platform reputations and adolescent mental health.

• •Australia doubles fines for platforms that violate the ban.
• •Fines can reach $68 million for violations of the law.
• •eSafety is investigating Facebook, Instagram, TikTok, YouTube, and Snapchat.

A hidden feature in Google Maps can enhance the always-on display of Pixel devices, making it more useful for users. This trick allows for better accessibility and quick information retrieval without needing to unlock the phone.

• •A hidden feature in Google Maps improves Pixel's always-on display.
• •Users can access important information quickly and easily.
• •The feature enhances accessibility for on-the-go users.

This guide explores how to send iMessages programmatically despite the absence of an official Apple API. It discusses various methods, including using a hosted iMessage REST API, and provides practical examples in Python and Node.js. The demand for iMessages in business applications is highlighted, given their higher engagement rates compared to SMS.

• •Apple does not provide a public iMessage API.
• •iMessages have significantly higher open rates than SMS.
• •The guide offers practical coding examples in Python and Node.js.

SMS pumping is a scam where fraudsters exploit SMS 2FA systems, costing companies like Twitter ~$60M/year. The article discusses the inefficiencies of SMS 2FA and proposes mobile-originated (MO) 2FA via iMessage as a solution to reduce costs and fraud.

• •SMS pumping exploits companies' SMS 2FA systems for profit.
• •Twitter lost approximately $60M/year due to fake 2FA traffic.
• •A2P SMS costs are unpredictable and can spike unexpectedly.

An investigation by Senacon into CazéTV for broadcasting bets raises alerts, lessons, and a new maturity landscape for regulators on the topic.

• •Senacon is investigating CazéTV for broadcasting bets.
• •Experts warn about the responsibility of media outlets.
• •A new regulatory landscape is forming in Brazil.

Sunmi, a company specializing in payment solutions, has announced its entry into Brazil with the appointment of Tiago Cabral as CEO. The new operation will feature its own structure, indicating a significant investment in the local market and the intention to expand its operations in Latin America.

• •Sunmi is a company focused on payment solutions.
• •Tiago Cabral has been appointed CEO of the Brazilian operation.
• •The new structure of Sunmi in Brazil will be independent.

Zebra Technologies anticipates significant growth in its operations in Brazil by 2029, driven by currency stabilization and declining interest rates. The company, specializing in mobile computers and smart sensors, believes these favorable economic conditions will contribute to its expansion in the Brazilian market.

• •Zebra Technologies projects growth in Brazil by 2029.
• •Expectations include currency stabilization and declining interest rates.
• •The company focuses on mobile computers and smart sensors.

A study conducted in partnership with Deloitte reveals that mobile banking transactions grew by 169% over the past five years, reaching 187.5 billion. In 2025, 78% of banking transactions were made via mobile, according to Febraban.

• •78% of banking transactions were made via mobile in 2025.
• •169% growth in mobile banking transactions over the past five years.
• •Total of 187.5 billion mobile transactions recorded.

A concrete bias–variance lesson: why the smallest model had the best cross-validated fit, and how to know when to reach for the big hammer.

• •XGBoost and Logistic Regression were compared in 358 matches.
• •The analysis highlights the importance of model selection.
• •Smaller models can outperform complex ones in certain scenarios.

Kevin O'Leary is becoming a prominent advocate for AI data centers, developing a hyperscale campus in Utah amid local resistance. He emphasizes the importance of these facilities in global economic and technological competition, aiming to shift public perception despite growing skepticism regarding their environmental impact and energy consumption.

• •Kevin O'Leary is promoting AI data centers as crucial for technological competition.
• •His ventures include a hyperscale campus in Utah, facing local opposition.
• •O'Leary aims to change public perception of data centers amid skepticism.

Transfer learning allows leveraging pretrained models to achieve high accuracy with minimal data. By using feature extraction or fine-tuning methods, practitioners can adapt models quickly, making deep learning accessible without extensive resources. This technique is crucial for practical applications in various domains.

• •Transfer learning reduces the need for large labeled datasets.
• •Early layers of models capture general features useful across tasks.
• •Feature extraction involves freezing the backbone and retraining the classifier.

I benchmarked raw chat history, vector-only RAG, and a context graph on the same multi-agent conversations. The results exposed a surprising weakness in relational retrieval.

• •Benchmarking of chat history and retrieval methods.
• •Comparison between vector-only RAG and context graph.
• •Focus on multi-agent conversations for analysis.

Whether you should stick to a classic Ordinary Least Squares regression, introduce interaction terms, or pivot to a Tweedie distribution depends entirely on how your data handles the messy reality of zeros and extreme outliers.

• •Choosing the right regression method is crucial for accurate data analysis.
• •Ordinary Least Squares (OLS) may not handle outliers effectively.
• •Interaction terms can provide deeper insights into variable relationships.

Enterprise Document Intelligence explores how a single LLM call can rank candidates for retrieval-augmented generation (RAG) with justifications. This approach allows auditors to defend the output as a coherent and reasoned selection.

• •LLM enhances retrieval-augmented generation (RAG) processes.
• •Single call to LLM ranks candidates effectively.
• •Output is defensible and reasoned for auditing.

In the Agentforce era, effective field service scheduling and optimization are crucial for maximizing operational efficiency. This article discusses the importance of Appointment Booking as a strategic element in enhancing field service performance and translating scheduling into actionable results.

• •Appointment Booking is key to field service efficiency.
• •Optimized scheduling translates bookings into effective operations.
• •The Agentforce era demands advanced scheduling strategies.

Leading indicators of customer experience are often misunderstood, yet they are crucial for success in customer experience management (CXM). The article discusses 26 bad practices related to CX metrics that professionals should stop implementing by 2026.

• •Leading indicators are vital for effective CX management.
• •Misunderstanding these indicators can hinder career success.
• •The article outlines 26 bad practices to avoid.

BNDES and MCTI announced an investment of R$ 640 million in Embrapii, with R$ 440 million from the ministry and R$ 200 million from BNDES. The investment aims to support innovation research, strengthening the technology and entrepreneurship ecosystem in Brazil.

• •Total investment of R$ 640 million in Embrapii.
• •R$ 440 million will come from MCTI and R$ 200 million from BNDES.
• •The goal is to support technological innovation research.

A survey interviewed 15,486 franchisees from 345 networks, revealing that profitability, operational support, and franchisor assistance weigh more heavily than brand strength in franchisee satisfaction.

• •ABF's research surveyed over 15,000 franchisees.
• •Profitability is the most important factor for satisfaction.
• •Operational support and franchisor assistance are crucial.

Slate Auto has introduced a low-cost electric truck priced at $24,950, aiming to be the most affordable in America. The truck sacrifices features for cost, lacking modern amenities and offering a limited range of 205 miles. Despite mixed reactions to its design, Slate plans to provide extensive customization options, which could appeal to budget-conscious consumers in a cooling EV market.

• •Slate Auto's electric truck is priced at $24,950.
• •It features a minimalist design with no touchscreen or stereo.
• •The truck's range is limited to 205 miles.

Nike, Adidas, Home Depot, and FIFA showcase that effective marketing transcends budget size. Their strategies highlight the importance of creativity, audience engagement, and brand alignment, offering valuable lessons for businesses aiming to enhance their marketing efforts.

• •Marketing success is not solely about budget.
• •Creativity plays a crucial role in effective marketing.
• •Audience engagement is key to brand loyalty.

Dilip Asbe stated that the next era of digital payment growth will heavily involve AI, suggesting that newer UPI apps could become more competitive by adopting viable commercial models.

• •Dilip Asbe highlights the role of AI in future digital payments.
• •New UPI apps may adopt competitive commercial models.
• •AI integration could enhance user experience in payments.

Anthropic's Claude Code has transformed engineering teams, enabling them to produce at three times their size. This shift has moved the bottleneck from coding to decision-making, prompting companies to seek more product managers. The evolution of software engineering workflows, influenced by AI tools, signifies a need for engineers to adapt and embrace product thinking to avoid stagnation in their roles.

• •Claude Code allows engineers to ship three times more than their headcount.
• •The bottleneck in software development has shifted to decision-making.
• •Companies are hiring more product managers to navigate this change.

The executive hiring landscape has shifted from a search model to a selection model due to an influx of qualified candidates and economic uncertainty. Companies are now focusing on specific alignment and immediate value-add rather than simply increasing candidate numbers. Executives must adapt to this new reality to succeed in their job searches.

• •The executive job market has changed significantly.
• •Companies are now more selective in their hiring processes.
• •Economic uncertainty has led to longer approval cycles.

Four years ago, the smart home industry launched Matter, an interoperability standard aimed at solving the challenges of device compatibility. Developed through collaboration between major players like Apple, Google, Amazon, and Samsung, Matter seeks to eliminate ecosystem lock-in and simplify the setup of smart home devices across different brands.

• •Matter aims to unify the smart home device ecosystem.
• •It was developed by major tech companies collaborating together.
• •The standard promises ease of use for consumers.

New models are launching in Asia that promise Mythos-like capabilities without fear of an export ban. U.S. AI labs may never recover this enormous market.

• •Asian startups are developing AI models similar to Mythos.
• •These models aim to circumvent U.S. export restrictions.
• •The export ban could hinder U.S. AI companies' market presence.

Recentemente, ao configurar um laptop Dell com Windows, o autor percebeu as vantagens do ecossistema Apple e do macOS. A experiência de implantação do PC destacou a eficiência e a facilidade que a Apple oferece em comparação, reforçando a apreciação pelas soluções integradas que a Apple proporciona para ambientes de trabalho.

• •O autor teve que implantar um laptop Dell com Windows.
• •A experiência de configuração foi desafiadora em comparação ao macOS.
• •O artigo destaca a eficiência do ecossistema Apple para TI.

A Pipefy expandiu sua equipe de liderança de parcerias globais para impulsionar o crescimento liderado por parceiros no Brasil e na América do Norte. Essa estratégia visa fortalecer suas alianças estratégicas e aumentar a presença no mercado.

• •Pipefy amplia sua equipe de parcerias globais.
• •Foco no crescimento liderado por parceiros no Brasil e EUA.
• •Aumento da presença de mercado através de alianças estratégicas.

Fernando Schneider is the new Vice President of Technology and Transformation at Pague Menos Pharmacies. He announced his appointment on Friday (26) with the goal of digitizing and innovating the business of the network, which employs 30,000 people.

• •Fernando Schneider takes on the role of Vice President of Technology.
• •The focus is on digitizing and innovating Pague Menos operations.
• •The network has 30,000 employees.