Edition for May 10, 2026

This article presents 8 prompts for using Gemini in photo editing, aiming for more natural and less artificial results. The key to a good outcome is to request specific corrections, such as 'recover shadows without HDR,' instead of asking for a generic enhancement. The text also suggests an editing sequence that prioritizes light, texture, sharpness, and finishing.

• •Specific prompts help avoid artificial results in photos.
• •Editing should follow a logical sequence: light, texture, sharpness, and finishing.
• •Avoiding multiple requests can improve editing quality.

Nvidia continues to be a major player in the AI ecosystem, having committed $40 billion to equity AI deals this year. This investment underscores the company's strategic focus on advancing artificial intelligence technologies.

• •Nvidia invests heavily in the AI sector.
• •The company has committed $40 billion in 2023.
• •This investment reflects Nvidia's strategic vision.

Until NotebookLM, I never believed AI could be this game-changing for productivity. It transformed my view of AI, for the better.

• •NotebookLM has redefined productivity through AI.
• •The author shares a personal transformation in perspective.
• •AI's potential in enhancing work efficiency is highlighted.

A survey shows that candidate ranking occurs in 6 out of 7 evaluated tools. The research highlights how Artificial Intelligence is being used to classify and present candidates in response to users, influencing public perception during elections.

• •Study analyzes the use of AIs in elections.
• •Six out of seven tools rank candidates.
• •AI impacts public perception.

Memory shapes how humans think and how AI agents act. Without it, an agent only responds to the current input; with it, it can keep context, recall past actions, and reuse useful knowledge. AI memory spans short-term, episodic, semantic, and long-term memory, each with different design trade-offs.

• •Memory is crucial for AI agents to maintain context.
• •Different types of memory include short-term and long-term.
• •AI memory impacts how agents recall past actions.

In a comparative analysis, Claude, ChatGPT, and Gemini were tested on various tasks to evaluate their performance. The results provide insights into which language model stands out in terms of efficiency and effectiveness, ultimately guiding the decision on which model to adopt for future use.

• •Claude, ChatGPT, and Gemini were put through rigorous testing.
• •The analysis focused on performance across various tasks.
• •Insights were gathered to determine the best LLM for practical use.

We increasingly rely on algorithms that influence our decisions and priorities. Artificial intelligence has intensified this phenomenon, prompting companies to rethink how they use these technologies to shape their strategies and customer interactions. Ethics in AI becomes crucial in this context.

• •AI influences decisions and priorities in companies.
• •Algorithms filter content and suggest actions.
• •Ethics in the use of AI is fundamental.

The article discusses a bug in a breathing app that highlighted flaws in its data model. The confusion between rounds and reps led to a misrepresentation of breathing phases. The author explains the old model's structure and the inherent problems, emphasizing the need for a clearer representation of the domain to improve functionality.

• •A bug report revealed a fundamental issue in the app's data model.
• •The app confused rounds with reps, affecting user experience.
• •The existing model struggled to accurately represent breathing phases.

OpenAI discusses the secure operation of Codex through various measures such as sandboxing, approvals, network policies, and agent-native telemetry, ensuring safe and compliant adoption of coding agents.

• •OpenAI implements sandboxing for secure Codex operations.
• •Approval processes are in place to enhance safety.
• •Network policies help in maintaining compliance.

Learn how to build a vector search engine from scratch in Python with embeddings, similarity scoring, and basic retrieval logic.

• •Understand the fundamentals of vector search.
• •Implement embeddings for efficient data representation.
• •Learn similarity scoring techniques.

Um implante Linux não documentado, chamado Quasar Linux RAT (QLNX), está visando sistemas de desenvolvedores para estabelecer uma presença silenciosa e facilitar uma ampla gama de funcionalidades pós-compromisso, como coleta de credenciais, keylogging, manipulação de arquivos, monitoramento de área de transferência e tunelamento de rede.

• •Quasar Linux RAT (QLNX) é um implante Linux não documentado.
• •O foco principal é em sistemas de desenvolvedores e DevOps.
• •Facilita a coleta de credenciais e keylogging.

Using Claude Code in large projects can lead to skyrocketing token costs. A 2025 Stanford study reveals developers waste thousands of tokens daily, draining budgets as unchecked context limits pile up. By setting strict boundaries from the outset, teams can reduce costs without compromising code quality.

• •Claude Code can significantly increase token costs in large projects.
• •Developers waste thousands of tokens daily, impacting budgets.
• •Setting strict boundaries can help manage token usage effectively.

Simplex boosts software development with ChatGPT Enterprise and Codex, reducing design, build, and testing time while scaling AI-driven workflows.

• •Simplex integrates ChatGPT Enterprise and Codex.
• •Focuses on enhancing software development efficiency.
• •Reduces time in design, build, and testing phases.

The new feature could turn Codex into more than a coding aid.

• •OpenAI introduces a new Codex plugin for Chrome.
• •The plugin aims to enhance coding assistance capabilities.
• •It could significantly improve developer productivity.

Tailscale has effectively replaced my dynamic DNS setup, allowing me to manage my IP addresses effortlessly. This solution enhances security and simplifies remote access, eliminating the need for constant IP address updates.

• •Tailscale simplifies remote access management.
• •It replaces traditional dynamic DNS setups.
• •The solution enhances security against ISP issues.

Cloudflare announced a reduction of over 20% of its workforce, despite positive quarterly results. This decision is linked to the adoption of agentic artificial intelligence, which is becoming central to the company's operations, reflecting a trend of digital transformation in the sector.

• •Cloudflare reduces 20% of its global workforce.
• •Quarterly results exceeded Wall Street expectations.
• •Change is linked to the adoption of agentic AI.

The disruption in Amazon Web Services (AWS) highlights the challenges faced by data centers in the age of artificial intelligence. The ability to manage the heat and energy consumption generated by the computational explosion of AI is a critical bottleneck that needs to be addressed to ensure service continuity.

• •AWS service disruption reignites concerns about infrastructure.
• •Physical capacity challenges of data centers are evident.
• •The heat and energy consumption of AI are growing concerns.

Massive new data centers are crucial for tech companies' AI ambitions, but their expansion raises concerns over energy consumption, community impact, and environmental issues. The Verge covers the latest developments, including legal battles and innovative proposals like space data centers.

• •43% of Americans blame data centers for rising power bills.
• •A 40,000-acre data center project was approved in Utah amidst community protests.
• •Political tensions are escalating around the establishment of data centers.

Kubernetes v1.36 introduces General Availability (GA) for volume group snapshots, allowing users to take crash-consistent snapshots of multiple volumes simultaneously. This feature enhances workload recovery by ensuring snapshots are taken at the same point in time, crucial for applications with interdependent data across different volumes.

• •Kubernetes v1.36 supports volume group snapshots at GA.
• •Allows crash-consistent snapshots for multiple volumes.
• •Enhances workload recovery and data integrity.

Brazil is on ABB's radar, with plans to invest $45 million in data centers. The company identifies opportunities for portfolio expansion and operational improvements at its Sorocaba factory in São Paulo, despite infrastructure challenges.

• •ABB will invest $45 million in data centers in Brazil.
• •The company aims to expand its portfolio and enhance operations.
• •The Sorocaba factory will be a focus for these investments.

The article discusses the unexpected automatic download of Google's 4GB AI model, Gemini Nano, onto users' computers via Chrome, raising concerns about consent and storage. It highlights the challenges of removing the model and the mixed effectiveness of Google's provided solutions, emphasizing the need for users to navigate complex steps to manage their storage effectively.

• •Google's Gemini Nano AI model automatically downloads to Chrome users' devices.
• •The model takes up significant hard drive space, causing frustration for users.
• •Removing the model isn't straightforward, as it re-downloads after deletion.

The social network Instagram has disabled the feature that allowed direct messages with a high level of privacy. From now on, Instagram will be able to access all content in DMs, including images, videos, and voice messages, raising concerns about user privacy.

• •Instagram disables private messaging feature.
• •Users lose high level of privacy in DMs.
• •Instagram will be able to access message content.

A new phishing scam is targeting iPhone users with fake iCloud storage alerts, tricking them into providing sensitive information. These scams often use social engineering tactics, impersonating Apple notifications to create urgency. Users are warned to avoid clicking links in these messages, as they may lead to malware or credential theft.

• •Phishing scams are increasingly targeting iPhone users.
• •Scammers impersonate Apple notifications to gain trust.
• •Urgent messages create pressure to click malicious links.

The institution highlights payment system failures, liquidity constraints, and crises of confidence as potential issues related to Artificial Intelligence in the global financial system.

• •IMF emphasizes AI risks to the financial system.
• •Payment system failures are a concern.
• •Liquidity constraints may arise due to AI.

Yarbo has responded to security concerns after a hacker exploited vulnerabilities in their robot lawn mower, which could expose users' personal information. The company acknowledged the issues, apologized, and outlined a plan to enhance security, including temporarily disabling remote access.

• •Yarbo's robot lawn mower was hacked, exposing user data.
• •The company confirmed the security researcher's findings.
• •Yarbo issued a detailed plan to address security issues.

A significant cyberattack has disrupted the learning platform Canvas, leading to the postponement of year-end tests across schools and colleges nationwide. This incident highlights the vulnerabilities in educational technology systems and their impact on academic schedules.

• •Cyberattack disrupts Canvas learning platform.
• •Year-end tests postponed in schools and colleges.
• •Highlights vulnerabilities in educational technology.

The tablet market in 2026 shows a clear divide between media consumption devices and productivity machines. Canaltech experts highlight the Galaxy Tab S11 Ultra as an excellent option for those looking to replace their computer, offering great performance and accessory integration.

• •The tablet market is splitting between consumption and productivity.
• •Samsung stands out in the premium segment with a variety of models.
• •The Galaxy Tab S11 Ultra is ideal for those needing a computer replacement.

Asus has announced the ROG Strix XG129C, a 12.3-inch touchscreen IPS display designed as a secondary monitor for gamers. Competing with Corsair's Xeneon Edge, it covers 125% of the sRGB color gamut and includes a one-year subscription to AIDA64 Extreme for hardware monitoring.

• •Asus introduces the ROG Strix XG129C, a 12.3-inch touchscreen display.
• •Designed as a secondary monitor for larger gaming setups.
• •Competes with Corsair's 14.5-inch Xeneon Edge display.

Amazon Prime Video is introducing a vertical video feed called 'Clips', similar to features on Netflix and Disney Plus. This new feed will showcase short-form videos from shows and movies, allowing users to jump to the full title, rent, or buy it, enhancing content discovery based on viewing history.

• •Amazon Prime Video adds a vertical video feed feature.
• •The new 'Clips' feed offers short-form video snippets.
• •Users can jump to full titles, rent, or buy content.

Decolar has announced the launch of its app on the ChatGPT platform, allowing users to search for destinations, check flight options, and advance their travel planning through natural language conversations within the OpenAI environment.

• •Decolar launches app integrated with ChatGPT.
• •Users can search for destinations and flight options.
• •Natural language interaction simplifies travel planning.

Wi-Fi 362 Gbps could revolutionize the internet with extreme speeds. Learn how it works and when this technology is expected to become commonplace.

• •Wi-Fi 362 Gbps promises unprecedented speeds.
• •The new technology can transform the internet experience.
• •Understand the mechanics behind this innovation.

MVNOs are requesting specific regulations for the Internet of Things (IoT), proposing the creation of differentiated rules for mobile telephony operations for end consumers and for the connected devices business.

• •MVNOs seek specific regulation for IoT.
• •Proposal includes differentiated rules for telephony and connected devices.
• •The measure aims to improve operations in the telecommunications sector.

This article discusses essential topics for engineers working with large language models (LLMs), covering aspects from tokenization to evaluation. It provides insights into the practical workings of modern language models and their applications in various fields.

• •Explains the importance of tokenization in LLMs.
• •Covers evaluation methods for assessing model performance.
• •Discusses practical applications of large language models.

Three weeks into testing, I discovered that my AI tutor provided outdated answers due to RAG systems lacking a sense of time. To address this flaw, I developed a temporal layer that filters expired facts and prioritizes current information, ensuring the system retrieves not just similar documents but the most relevant and accurate ones.

• •RAG systems often provide outdated information.
• •A learner reported receiving incorrect answers from the AI tutor.
• •The issue lies in the lack of temporal awareness in RAG systems.

The article discusses the transition from model-centric thinking in data science to a more holistic approach as AI architectures evolve. It emphasizes the need for data scientists to adapt their skills to meet the demands of AI development.

• •The shift from model-centric to AI-centric thinking is crucial.
• •Data scientists must evolve their skill sets for AI architecture.
• •Understanding AI systems requires a broader perspective.

This article provides a practitioner's guide to understanding causal attribution when customers churn during renewal periods. It explores the simultaneous impact of price and project factors on customer retention.

• •Understanding customer churn is crucial for retention strategies.
• •Causal attribution helps identify the main drivers of churn.
• •Price and project factors can influence renewal decisions.

Feature engineering is crucial for effective machine learning, but traditional methods can be labor-intensive and reliant on expertise. Large Language Models (LLMs) enhance this process by enabling better understanding and extraction of meaning from unstructured data, improving the overall performance of machine learning systems.

• •Feature engineering is essential for machine learning success.
• •Traditional methods are often manual and time-consuming.
• •LLMs help in understanding and processing unstructured data.

Exploring the inner workings of a decoder-only Transformer foundation model for time-series forecasting, Timer-XL aims to enhance predictive accuracy by utilizing long-context capabilities.

• •Introduces Timer-XL, a new foundation model.
• •Focuses on time-series forecasting applications.
• •Utilizes a decoder-only Transformer architecture.

The new multi-step automations in Agendor CRM enable B2B teams to better organize their sales flows by integrating actions such as follow-ups, activities, and emails. This feature is essential for consultative sales routines, facilitating contact management and progress through the sales funnel.

• •New multi-step automations in Agendor CRM.
• •Enhance the organization of sales flows for B2B teams.
• •Integrate actions like follow-ups and activities into a single flow.

Use these three pillars to start building templates that are readable across email functions and clients. Ensuring accessibility in email marketing is crucial for reaching a broader audience and enhancing engagement.

• •Understand the importance of email accessibility.
• •Implement three key pillars for template design.
• •Create readable content across various email clients.

A new system connects customer context, action, and continuous learning to power decisions in the moments that matter. This approach enhances brand experiences by leveraging real-time data to understand customer needs better.

• •Amperity introduces a system for real-time customer context.
• •The system enhances decision-making during critical moments.
• •Continuous learning is a key feature of the platform.

Consent-Based Recording in Dynamics 365 Contact Center captures caller consent early and enforces it across voice AI and agent interactions to support compliance and trust.

• •Introduces Consent-Based Recording for voice interactions.
• •Enhances compliance and trust in customer service.
• •Captures caller consent early in the interaction.

So far in 2026, companies in sales, marketing and CRM categories have pulled in around $2.7 billion globally in seed- through growth-stage funding, per Crunchbase data.

• •Sales and marketing sectors are evolving with AI technologies.
• •$2.7 billion raised in 2026 for sales and marketing firms.
• •Funding spans from seed to growth-stage investments.

Uber, DoorDash, and Instacart have successfully targeted high-income consumers, boosting their quarterly earnings. Despite economic pressures, affluent users continue to spend on ride-hailing and food delivery, with companies introducing premium offerings and paid memberships to cater to this demographic. Their strategies have led to significant growth in signups and overall performance, demonstrating a shift in focus towards wealthier clientele.

• •Uber, DoorDash, and Instacart targeted high-income consumers.
• •Premium offerings have boosted quarterly earnings significantly.
• •Paid memberships like Uber One and DashPass are gaining traction.

Multisensory experiences in immersive showrooms are revolutionizing the real estate market, accelerating sales and increasing visits. With an investment that has already generated around R$ 20 billion, developers are betting on this innovation to stand out in a heated market.

• •Immersive showrooms offer multisensory experiences.
• •The innovation is accelerating sales in the real estate market.
• •Around R$ 20 billion has already been generated by this trend.

The article discusses how AI is transforming the music industry, shifting competition from traditional artists to algorithms. This change impacts how music is created, distributed, and consumed, highlighting the need for artists to adapt to new technological realities.

• •AI is changing the landscape of the music industry.
• •Artists now compete with algorithms rather than just each other.
• •The creation and distribution of music are being redefined.

The economy is dynamic, shaped by technology, information, and human behavior. Alex Mayyasi highlights five insights from his book, illustrating how price tags convey information and incentives, and how technology automates tasks rather than jobs, impacting economic unpredictability.

• •The economy is an evolving system influenced by various factors.
• •Price tags serve as indicators of market conditions and incentives.
• •Technology automates specific tasks, not entire jobs.

Prospecting in the industry faces challenges due to high competition and the need for more strategic sales approaches. Utilizing data to identify the right targets can enhance sales efficiency, allowing companies to stand out in a saturated market.

• •The Brazilian industry has millions of active companies.
• •The pressure for more strategic and personalized sales is increasing.
• •Decision-makers receive business contacts constantly.

Most entrepreneurs misuse AI, leading to burnout and inefficiency. This article discusses a specific AI tool and seven prompts that can help streamline business operations, allowing entrepreneurs to focus on growth while automating tasks.

• •Many entrepreneurs struggle to effectively integrate AI into their workflows.
• •Misuse of AI can lead to increased stress and overwork.
• •The article highlights one key AI tool for better efficiency.

As an entrepreneur, angel investor, and advisor, Anderson Diehl discusses the importance of intentional connections in business growth. He notes that crucial decisions, such as investment rounds and strategic partnerships, rarely occur in isolation, highlighting the significance of interactions and relationships within the business ecosystem.

• •Intentional connections are essential for startup growth.
• •Important decisions rarely happen in isolation.
• •Investment rounds and strategic partnerships are crucial.

Artist and entrepreneur Donatello Bonasera argues for prioritizing values over valuation in entrepreneurship. He emphasizes the importance of purpose and redefines success in a way that aligns with personal and societal values.

• •Donatello Bonasera advocates for purpose-driven entrepreneurship.
• •He challenges traditional notions of success based on valuation.
• •The article highlights the importance of aligning business with values.

Logitech has decided to increase investments in product development and marketing, focusing on artificial intelligence, the gaming market, and expansion in the corporate segment. CEO Hanneke Faber highlighted the importance of these areas in a challenging global landscape.

• •Logitech increases investments in AI and marketing.
• •Focus on three areas: AI, gaming market, and corporate.
• •CEO Hanneke Faber emphasizes strategy amid global challenges.

Lime, an American electric bike startup with Uber as an investor, has filed for an IPO on Nasdaq. The company, which already operates in Brazil with scooter rentals, aims to expand its operations and raise funds in the financial market.

• •Lime is an electric bike startup.
• •Uber is one of Lime's investors.
• •The company has filed for an IPO on Nasdaq.

The 1st Business Court and Arbitration Conflicts of São Paulo convicted 99Food for unfair competition against iFood due to advertising campaigns deemed unlawful. The court ruling prohibits 99Food from running any comparative advertising that exceeds legal limits.

• •99Food was convicted for unfair competition against iFood.
• •The ruling was issued by the 1st Business Court of São Paulo.
• •99Food's advertising campaigns were found to be unlawful.

The company Ramp is reportedly in discussions to raise an additional $750 million, aiming for a pre-money valuation exceeding $40 billion. This follows their previous funding round in November, where they reached a valuation of $32 billion.

• •Ramp is in talks to raise $750 million.
• •The pre-money valuation could exceed $40 billion.
• •This comes six months after reaching $32 billion.