Edition for August 13, 2026

ChatTJB is a chatbot that does not use artificial intelligence, relying instead on one human and 10,000 volunteers to answer questions. This innovative approach challenges traditional notions of chatbots and raises questions about the effectiveness and ethics of using AI in customer service.

• •ChatTJB is a chatbot that does not use AI.
• •It relies on one human and 10,000 volunteers.
• •Challenges perceptions of traditional chatbots.

The story of an immigrant who began working at 14, harvesting corn for $1 an hour, and now leads the AI team at Google DeepMind highlights the importance of diversity and unique experiences in technological innovation. Her journey reflects how inclusion can drive creativity and effectiveness in high-tech fields.

• •She started working at 14, harvesting corn for $1 an hour.
• •Today, she is the head of AI at Google DeepMind.
• •Her experience as the daughter of immigrants shaped her perspective.

Apple is proposing long-term agreements to acquire journalistic content that will enhance Siri with artificial intelligence. This initiative aims to improve the virtual assistant's ability to provide users with relevant and up-to-date information.

• •Apple is seeking partnerships to enrich Siri with journalistic content.
• •Agreements would span several years.
• •The goal is to improve the quality of the assistant's responses.

Open models may soon be added to an updated AI framework, sources tell WIRED, as the White House continues to grapple with how to regulate a technology it has tried not to regulate.

• •The White House is considering updates to its AI policy.
• •Open models could be included in the new framework.
• •Regulation of AI technology remains a complex issue.

Every major technology wave promises a competitive advantage, but most fail to deliver it. AI is transforming supply chains and enterprise planning, yet the real advantage lies in organizational capability and leadership, not just advanced technology. Companies that excel will be those that effectively translate AI-driven insights into better business decisions.

• •AI is revolutionizing supply chains and enterprise planning.
• •Most organizations automate dysfunction instead of eliminating it.
• •Leadership and governance are key to leveraging AI effectively.

At Ai4, AI experts Geoffrey Hinton, Fei-Fei Li, and Andrew Ng discussed the growing safety concerns surrounding AI. They emphasized the importance of regulation and open-source access while addressing how the U.S. can maintain its competitive edge against China's advancements in the field.

• •AI experts debated safety concerns at Ai4.
• •Geoffrey Hinton, Fei-Fei Li, and Andrew Ng participated.
• •The discussion included regulation and open-source access.

OpenAI is closing the gap with Anthropic in business AI adoption, according to Ramp's AI Index. While Anthropic's Fable 5 model generated 75% of the spending compared to OpenAI's GPT-5.6 Sol in July, Anthropic still leads in overall adoption. However, the demand for high-end AI tools may indicate a trend of spending restraint among businesses.

• •Anthropic leads OpenAI in business AI adoption metrics.
• •OpenAI's GPT-5.6 Sol outperformed Anthropic's Fable 5 in spending.
• •Ramp's AI Index tracks AI spending across 70,000 US businesses.

Skyone has launched Skyone Creator, a vibecoding tool that enables rapid creation of corporate applications from prompts. Integrated with Skyone Studio, the platform empowers various business areas, using AI models to generate code in minutes while ensuring security and governance through access control and versioning.

• •Skyone Creator allows app creation in minutes.
• •Utilizes vibecoding to simplify development.
• •Integrates with Skyone Studio, which already offers automation and data management.

Google's AI has identified a Chrome bug that has been present for 13 years, showcasing the increasing efficiency of AI in software development. This advancement highlights the potential for AI to enhance the speed and accuracy of bug detection, ultimately improving software reliability.

• •Google's AI discovered a long-standing bug in Chrome.
• •The bug had been hidden for 13 years.
• •AI is accelerating the development process.

The rumors of Windows 12 are overshadowed by Microsoft's focus on Windows 11, particularly with the upcoming version 26H2. This version emphasizes a continuously updated platform model, where developers must consider build numbers and capabilities rather than version names. The integration of AI and NPUs is set to redefine development for Windows applications.

• •Windows 12 remains unannounced, with focus on Windows 11 updates.
• •Version 26H2 is in Insider builds, expected to roll out in 2026.
• •Windows is shifting to a continuously updated platform model.

Retries are common in distributed systems, and designing idempotent decision endpoints is crucial to avoid issues like double charges or conflicting outcomes. This article discusses the importance of stable keys, atomic handling of duplicates, retention strategies, managing side effects, and testing failure modes to ensure robust decision APIs.

• •Retries can lead to double charges or conflicting outcomes.
• •Use stable keys to identify logical business requests.
• •Handle concurrent duplicates with unique constraints or transactions.

Construir uma aplicação Laravel envolve mais do que apenas escrever código PHP. É essencial entender o problema de negócios que a aplicação deve resolver, definir um MVP e planejar a arquitetura da aplicação para garantir que ela seja segura, escalável e mantenível ao longo do tempo.

• •Entender o problema de negócios é o primeiro passo no desenvolvimento.
• •Definir um MVP ajuda a focar no que é essencial para o lançamento inicial.
• •A arquitetura da aplicação deve ser planejada para garantir segurança e escalabilidade.

A media query in CSS allows developers to apply specific styles based on the conditions of the user's device screen size. This enables responsive web design, ensuring that a single HTML structure can adapt its layout for various devices, from phones to desktops, without the need for multiple versions of a website.

• •Media queries are conditions in CSS for responsive design.
• •They adapt styles based on the device's screen size.
• •One HTML structure can serve multiple devices.

The article discusses the author's experience using the Crystal programming language to create a satellite ground station daemon. The project emphasizes zero dependencies, a small binary size, and efficient memory usage, showcasing Crystal's capabilities in delivering a lightweight and performant solution for network applications.

• •The project uses Crystal with zero third-party dependencies.
• •The final binary size is just 1.9 MB with efficient memory usage.
• •It serves a JSON API and an offline web interface.

The Windows 11 update introduces the Low Latency Profile, which accelerates program startup by forcing the processor to reach its maximum frequency for short periods. This improvement aims to optimize user experience, making the system more responsive without compromising hardware power consumption.

• •Windows 11 update enhances program launch speed.
• •Low Latency Profile temporarily boosts processor speed.
• •Feature is enabled by default in the new version.

CrateDB enables hybrid search capabilities by integrating geospatial, full-text, and vector search within a single database. This approach simplifies data management and enhances query accuracy, addressing the complexities of modern data needs, particularly for applications like IoT analytics that require simultaneous multi-type searches.

• •CrateDB supports geospatial, full-text, and vector searches.
• •Combining multiple search types improves query accuracy.
• •Simplifies data management by reducing the need for multiple databases.

O Docker resolve o problema de inconsistência entre ambientes de desenvolvimento e produção, empacotando aplicações em containers que incluem código, dependências e configurações. Isso garante que a aplicação funcione da mesma maneira em qualquer lugar que tenha Docker instalado, facilitando o desenvolvimento e a implantação.

• •Docker empacota aplicações e suas dependências em containers.
• •Containers garantem consistência entre desenvolvimento e produção.
• •Comparado a VMs, containers são mais leves e rápidos.

A recent study reveals that while two-thirds of enterprises have deployed AI workloads, many struggle to track the costs associated with their AI infrastructure. Performance and GPU availability are prioritized over total cost of ownership, leading to underutilization of resources. The research highlights a shift in purchasing decisions and the need for better economic visibility as enterprises aim for speed and reliability in their AI operations.

• •Two-thirds of enterprises now run AI workloads in production.
• •Performance and GPU availability are prioritized over cost.
• •Many enterprises struggle to track AI compute costs effectively.

YAML has been the standard for Kubernetes manifests, but its flexibility can lead to errors. KYAML is introduced as a stricter subset of YAML, focusing on consistency and readability. It aims to standardize choices in writing Kubernetes manifests, reducing common pitfalls associated with standard YAML, such as whitespace sensitivity and silent type coercion.

• •YAML is widely used for Kubernetes manifests but can be error-prone.
• •KYAML standardizes a subset of YAML for better consistency.
• •It avoids common pitfalls like whitespace sensitivity and type coercion.

Every new generation of accelerated computing demands more from the infrastructure underneath it — more compute performance, higher rack density and more efficient, scalable power distribution. The bottleneck isn’t just wattage. It’s how power gets from the grid to the GPU.

• •New AI computing generations require enhanced infrastructure.
• •Power delivery methods impact GPU performance significantly.
• •Efficient power distribution is crucial for scalability.

Last week, we brought together AWS Heroes from around the world to connect, collaborate, and celebrate the builders who go above and beyond for the AWS community. The AWS Heroes Summit, an invite-only annual gathering, brings global experts specializing in fields like AI, serverless, and containers together for direct collaboration, technical deep-dives, and feedback sessions.

• •AWS Heroes Summit gathered global experts in AI and serverless.
• •Event focused on collaboration and technical deep-dives.
• •Invite-only format fosters exclusive networking opportunities.

Brett Shavers, a veteran in digital forensics, highlights the critical errors that arise when decisions about digital investigations are made by those distant from the casework. He emphasizes the urgent need for AI to address these issues, which can significantly impact defendants and victims in legal scenarios.

• •Brett Shavers advocates for better practices in digital forensics.
• •Decisions made by uninformed individuals can lead to serious errors.
• •AI is positioned as a vital tool to improve digital investigations.

Chrome is implementing new measures to combat notification spam on mobile devices by revoking permissions from inactive sites and allowing users to unsubscribe with a single tap. These actions aim to reduce the volume of unwanted notifications and enhance user experience without affecting legitimate sites that provide useful information.

• •Chrome automatically revokes permissions from inactive sites.
• •New feature allows users to unsubscribe from notifications with a single tap.
• •Measures aim to reduce spam without harming legitimate sites.

Cybersecurity researchers identified a vulnerability in Zoom that could allow hackers to take control of users' cameras and steal sensitive data. Users are urged to download the latest security patch immediately to protect themselves from potential breaches.

• •A new vulnerability in Zoom has been discovered.
• •Hackers could potentially take control of users' cameras.
• •Sensitive data may be at risk due to this flaw.

A rogue Wi-Fi network named 'Delta WiFi Fast' led to an in-flight emergency declaration by Delta Airlines. This incident triggered an investigation and federal scrutiny, highlighting the potential risks of in-flight cyberattacks, although experts suggest such occurrences are rare due to various protective measures in place.

• •A fake Wi-Fi network appeared on a Delta flight.
• •The network was named 'Delta WiFi Fast'.
• •Delta Airlines declared an in-flight emergency.

A majority of enterprises have faced agent security incidents, with only 18% isolating high-risk AI agents. While 65% enforce scoped permissions, the gap between monitoring and containment is concerning. Many organizations lack confidence in their defenses against AI-armed attackers, highlighting a critical need for improved isolation strategies to mitigate risks associated with agentic security.

• •Two-thirds of enterprises enforce scoped permissions at runtime.
• •Only 18% of enterprises isolate their highest-risk AI agents.
• •53% have experienced an agent security event or near-miss.

MCom plans to incorporate 'digital infrastructure' into its name by 2027, reflecting a shift towards modernization and digital security. The proposal, which originated internally, also emphasizes a greater focus on cybersecurity, highlighting the importance of data protection in an increasingly digital world.

• •MCom intends to change its name to include 'digital infrastructure'.
• •The change is scheduled to take place in 2027.
• •The proposal was suggested by the ministry itself.

The DeadLock ransomware operation employs decentralized infrastructure utilizing blockchain technology to safeguard its communications with victims and manage data-leak activities. This innovative approach enhances its resilience against takedown efforts by law enforcement and cybersecurity teams.

• •DeadLock ransomware leverages blockchain for decentralized operations.
• •It protects communications with victims through blockchain services.
• •The approach enhances resistance to law enforcement takedowns.

Google has unveiled its latest Pixel lineup, including the Pixel 11, Pixel Pro Fold, Pixel Watch 5, and Pixel Tag. The recap covers pricing, availability, and features, highlighting Google's ongoing commitment to innovation in the mobile space.

• •Google introduces the Pixel 11 and Pixel Pro Fold.
• •New features and pricing details for Pixel Watch 5 revealed.
• •Pixel Tag aims to enhance user connectivity.

Brisanet has started selling mobile phone chips in the Midwest, expanding its 4G and 5G coverage. With an investment of R$ 100 million, the operator targets small towns where major competitors have yet to enter. The goal is to reach 115 municipalities by 2026, capitalizing on a window of opportunity before larger operators move into the region.

• •Brisanet starts selling 5G chips in the Midwest.
• •R$ 100 million investment for expansion.
• •Focus on small municipalities with fewer than 30,000 inhabitants.

AI notetaking hardware has gained popularity, with devices like rings aiming to capture thoughts similarly. Sandbar, a maker of such wearables, believes voice interaction will be key to their future, enhancing user experience and productivity.

• •AI notetaking devices are becoming mainstream.
• •Wearable technology, especially rings, is on the rise.
• •Voice interaction is seen as crucial for user engagement.

The $899 Pixel 11 features an impressive 30x zoom capability and a new camera bar design, enhancing its photography capabilities. This smartphone aims to compete in the premium market segment with advanced features that appeal to photography enthusiasts.

• •The Pixel 11 is priced at $899.
• •It boasts a 30x zoom feature.
• •The design includes a new camera bar.

Google's Pixel Watch 5 is enhancing its health monitoring capabilities by introducing features that can detect breathing emergencies. Additionally, the Google Health app will now include tools for tracking blood pressure and insulin resistance trends, aiming to provide users with proactive health insights.

• •Google's Pixel Watch 5 can now detect breathing emergencies.
• •New features aim to enhance proactive health monitoring.
• •Blood pressure and insulin resistance trends are being added.

The article discusses the new Gemini features of the Pixel 11, highlighting a specific feature that enhances language translation, making users sound fluent in Spanish. This innovation showcases advancements in AI-driven technology within mobile devices, particularly in real-time communication.

• •Pixel 11 introduces new Gemini features focused on language translation.
• •One feature allows users to sound fluent in Spanish during conversations.
• •The technology leverages AI to enhance real-time communication.

ListingPic is a local-first image checker designed for marketplace sellers to ensure product photos meet specific requirements before uploading. It analyzes image dimensions, aspect ratios, and marketplace-specific warnings, helping sellers avoid common pitfalls that can lead to wasted time and potential listing issues.

• •Marketplace sellers often face image issues post-upload.
• •ListingPic checks images locally in the browser for privacy.
• •It provides a readiness report for various marketplaces.

Venture investors are increasingly optimistic about the fitness and wellness sectors, with startup investments exceeding $3.6 billion in the first half of the year. This trend suggests that 2026 could see a significant increase in funding, driven by a demand for AI and data solutions rather than traditional fitness equipment.

• •Venture capital in fitness and wellness is on the rise.
• •Investments surpassed $3.6 billion in the first half of the year.
• •2026 is projected to be a record year for funding.

A recent study reveals that 68% of enterprises have encountered AI agents providing confident but incorrect answers due to missing or inconsistent business context. Surprisingly, companies with a governed semantic layer report these failures at a higher rate than those without. This indicates that while the semantic layer helps identify context defects, it does not necessarily prevent them, highlighting a significant challenge in AI deployment within enterprises.

• •68% of enterprises report AI agents giving wrong answers due to context issues.
• •Companies with a governed semantic layer see higher failure rates.
• •The semantic layer aids in tracing context defects but doesn't prevent them.

Giving an AI agent access to a data warehouse doesn't automatically make it agent-ready. The real challenge lies in teaching the agent what the data means and when it's reliable enough to use.

• •AI agents require more than just data access.
• •Understanding data meaning is crucial for effective AI.
• •Reliability of data impacts AI decision-making.

A clear, math-first walkthrough of how VAEs learn to generate new data.

• •Explains the theory behind Variational Autoencoders (VAEs).
• •Covers the concept of ELBO in detail.
• •Discusses the Reparameterization Trick.

To build your intuition, this article shows three visual proofs that the classic bell curve appears in myriad situations.

• •The article presents three visual proofs of the Central Limit Theorem.
• •Understanding the bell curve is crucial for data analysis.
• •Visual aids enhance comprehension of statistical concepts.

Mesh, an AI-powered contacts app and relationship manager from Automattic, is now available as an Android app, expanding its accessibility to a wider audience.

• •Mesh is designed to enhance relationship management.
• •The app leverages AI to optimize contact organization.
• •It is now accessible to Android users.

This article explores the five systems that constitute the Headless 360 Architecture: Context, Work, Agency, Engagement, and Insight. Each system plays a crucial role in enhancing customer experience and operational efficiency, enabling businesses to adapt to changing market demands.

• •The Headless 360 Architecture comprises five essential systems.
• •Context helps in understanding customer needs and preferences.
• •Work streamlines operational processes for better efficiency.

MRV&CO reported a consolidated net loss of R$ 626.3 million in the second quarter, a 22.7% reduction compared to the previous period. The result was impacted by a US$ 110 million accounting write-down from Resia, which was already anticipated by the market.

• •MRV&CO incurred a loss of R$ 626.3 million in Q2.
• •The loss was 22.7% lower than in the previous quarter.
• •US$ 110 million accounting write-down from Resia affected results.

Michael Saylor, CEO of MicroStrategy, disagrees with Elon Musk regarding the impact of AI on the future of money. Saylor argues that human nature seeks status and that money will remain relevant, even with technological advancements. He believes AI will not eliminate the need for money, as people are motivated by social status.

• •Michael Saylor criticizes Musk's view on AI and money.
• •He argues that the human pursuit of status keeps money relevant.
• •Saylor is the CEO of MicroStrategy, a company focused on business intelligence.

The TSE has established a new Council to combat misinformation and the misuse of Artificial Intelligence during elections. The group will meet monthly and is expected to conclude its work by December.

• •TSE establishes Council to address electoral misinformation.
• •Focus on misuse of Artificial Intelligence in elections.
• •Monthly in-person meetings to discuss strategies.

In three panels at SP2B, executives and public officials discussed decision-making power, housing in the city center, and the practical limits of artificial intelligence, addressing how these factors are shaping the future of São Paulo.

• •Discussion on the increasing presence of women in leadership positions.
• •Analysis of the impact of housing in downtown São Paulo.

Healthcare has developed numerous entry points for consumers, but the real challenge lies in navigating the complexities that follow. Many patients encounter dead ends when trying to access care, leading to delays and confusion. The industry must focus on improving the entire patient journey, ensuring that follow-through is as seamless as the initial entry into the system.

• •Healthcare has created multiple digital entry points for consumers.
• •Patients often face uncertainty at critical points in their care journey.
• •The industry needs to improve follow-through in healthcare experiences.

Thrive Holdings has raised $2 billion in funding, achieving a $12 billion valuation. The investment comes from notable backers including SoftBank, D1 Capital Partners, and Altimeter Capital, aiming to integrate AI solutions into enterprise operations.

• •Thrive Holdings secures $2 billion in funding.
• •The company is now valued at $12 billion.
• •Investors include SoftBank and D1 Capital Partners.

Learn how to make AI more reliable for your business with these anti-hallucination strategies.

• •Understand the concept of AI hallucinations.
• •Implement strategies to enhance AI reliability.
• •Explore the impact of trust in AI on business decisions.

MARA Beauty founder Allison McNamara took control of her advertising strategy by learning to use Meta Ads Manager herself after becoming frustrated with her agency's performance. This decision led to a significant improvement in her return on ad spend (ROAS), nearly doubling it.

• •Allison McNamara is the founder of MARA Beauty.
• •She fired her advertising agency due to poor performance.
• •McNamara taught herself how to use Meta Ads Manager.

Cognition may be looking to raise another mega round just a few months after raising $1 billion at a $26 billion valuation.

• •Cognition is an AI coding startup.
• •The company previously raised $1 billion.
• •Current valuation stands at $26 billion.

This new funding comes after Lovable hit $500 million in annualized run rate revenue in June, the startup told TechCrunch.

• •Lovable has confirmed a new valuation of $13.3 billion.
• •The startup raised an additional $400 million in funding.
• •This funding follows a significant revenue milestone.

Zayra raises R$ 15 million in a seed round to develop an education platform focused on Web3 and digital finance. The increasing adoption of technologies like tokenization and stablecoins by Brazilian financial institutions creates a demand for qualified professionals, signaling a transformation in the financial market and the education related to these new infrastructures.

• •Zayra received R$ 15 million in a seed round.
• •The platform focuses on education in Web3 and digital finance.
• •Financial institutions are adopting tokenization technologies.

Austin-based ClearJet, an AI-enabled logistics technology startup, has raised $25 million in a Series B funding round led by Edison Partners. The platform connects shippers with unused cargo capacity on commercial flights, aiming to revolutionize the cargo logistics industry.

• •ClearJet has secured $25 million in Series B funding.
• •The startup focuses on AI-driven logistics solutions.
• •It connects shippers with unused cargo capacity on flights.

Henrique Batista, a former delivery worker, swapped his profession for creating dark channels on YouTube using artificial intelligence. He invested in a course and now employs AI to script, narrate, and produce videos, aiming for financial freedom. Despite his success, YouTube faces challenges with AI-generated content that may be deemed low-quality or harmful.

• •Henrique left his delivery job to create content on YouTube.
• •He uses artificial intelligence to produce videos without appearing on camera.
• •Revenue comes from monetization through ads on the videos.