Edition for September 16, 2026

NVIDIA CEO Jensen Huang emphasized the limitless potential of AI at Salesforce Dreamforce, unveiling Koa, Salesforce's first CRM reasoning model powered by NVIDIA technology. This collaboration signifies a major step in integrating advanced AI capabilities into CRM systems, enhancing decision-making and operational efficiency for businesses.

• •Jensen Huang highlighted AI's transformative potential at Dreamforce.
• •Salesforce introduced Koa, a new CRM reasoning model.
• •Koa is powered by NVIDIA's Nemotron 3 Super technology.

It's been more than two years since the last major Windows event, so Microsoft is heading to San Francisco next month to outline the future of Windows and Surface devices. The event on October 7th will focus on how local AI will shape the next chapter of the PC.

• •Microsoft to host a major event on October 7th.
• •Focus on the future of Windows and Surface devices.
• •Local AI will be a key topic of discussion.

A new WhatsApp Business MCP server allows developers to utilize AI coding agents such as Claude, Cursor, Codex, and ChatGPT to streamline the setup process, create messaging templates, conduct testing, and troubleshoot issues.

• •Meta introduces AI agents for WhatsApp Business setup.
• •Developers can now automate tedious tasks with AI.
• •Supported AI agents include Claude, Cursor, Codex, and ChatGPT.

The article introduces System One Models and Jev, focusing on their implications for AI development. It discusses how these models can enhance decision-making processes and improve the efficiency of AI systems, ultimately benefiting businesses and developers in various sectors.

• •System One Models aim to improve AI decision-making.
• •Jev is introduced as a tool for enhancing AI efficiency.
• •The models are designed to benefit various business sectors.

Employees at leading AI labs discuss the potential risks of advanced AI, including the possibility of it posing an existential threat to humanity. The conversation explores the origins of these fears and evaluates their validity.

• •Leading AI experts express concerns about potential existential threats.
• •The discussion addresses whether fears of AI are justified or exaggerated.
• •The session includes insights on the origins of AI extinction fears.

Samsung has launched its new line of TVs in Brazil, highlighting Micro RGB technology that enhances color accuracy and brightness. The models also incorporate AI features, such as the Vision AI Companion, enabling voice interaction. Additionally, the lineup includes a Pet Care mode and Layered Audio, providing users with greater control.

• •Samsung launches new TV line with Micro RGB in Brazil.
• •Technology improves color accuracy and brightness control.
• •Vision AI Companion allows voice interaction with the TV.

DeepMind has launched Gemini 3.8 Live and 3.8 Live Extended Thinking, enhancing AI capabilities for real-time applications. These updates focus on advanced reasoning and interactive functionalities, aiming to improve user engagement and decision-making processes.

• •Gemini 3.8 Live introduces real-time AI capabilities.
• •Extended Thinking enhances advanced reasoning features.
• •Focus on improving user engagement with AI.

This article chronicles the author's experience in developing a Linux GPU driver for the M4 Mac Mini within a month. It details the challenges faced and the solutions implemented, providing insights into the complexities of driver development and the unique aspects of working with Apple's hardware.

• •Author shares a month-long journey of building a GPU driver.
• •Focuses on challenges and solutions in driver development.
• •Highlights unique aspects of Apple's M4 Mac Mini hardware.

Hoje, estamos introduzindo fluxos de trabalho orientados por intenção para o IBM Terraform Self-Managed para Z e LinuxONE, simplificando a interação com a infraestrutura. Essa nova abordagem permite que as equipes definam os resultados desejados enquanto agentes confiáveis gerenciam a execução, facilitando a operação e a gestão da infraestrutura ao longo de seu ciclo de vida.

• •Introdução de fluxos de trabalho orientados por intenção para Terraform no IBM Z.
• •Simplifica a interação com a infraestrutura em ambientes híbridos.
• •Permite que equipes definam resultados desejados sem procedimentos complexos.

Developers are discovering ways to utilize Claude Code without relying on Anthropic's models, opting for cheaper alternatives like OpenAI's GPT-5.6 Sol. This trend highlights a growing demand for cost-effective solutions in coding tools, as seen in the case of Alex Getman, who faced account suspension after implementing a proxy to connect the two systems.

• •Developers are finding workarounds for Claude Code.
• •Cheaper models like OpenAI's GPT-5.6 are being used.
• •Cost savings are driving this shift in coding tools.

A year ago, terminal AI mostly meant asking a model to explain errors, generate commands, or edit small functions. In 2026, leading coding CLIs have become full agent runtimes that can inspect repositories, plan work, modify files, run tests, use external tools, and verify results.

• •Terminal AI has evolved significantly in just a year.
• •Leading coding CLIs now function as full agent runtimes.
• •They can inspect repositories and plan work effectively.

The article compares the performance of Claude Code, Codex, and Google Antigravity in rebuilding the same website using identical prompts. The results highlight significant differences in quality and effectiveness among the AI tools, showcasing their unique capabilities and limitations.

• •Claude Code, Codex, and Google Antigravity were tested on the same website prompts.
• •The results varied greatly, indicating different levels of AI sophistication.
• •Each tool demonstrated unique strengths and weaknesses in web development.

I built a system that automatically discovers, verifies, and applies relevant requirements from earlier interactions without asking the user where they came from.

• •The system enhances user experience by maintaining context.
• •It reduces the need for users to repeat information.
• •Intent continuity is crucial for efficient coding agents.

Developed by NIST and CISA, this report offers guidelines for federal agencies and cloud service providers to safeguard identity assertions and access tokens. It addresses the risks of forgery and theft in hybrid and multi-cloud environments, emphasizing secure software practices and architectural considerations for effective defense against adversarial threats.

• •Guidelines for protecting identity assertions and access tokens.
• •Focus on risks in hybrid and multi-cloud environments.
• •Emphasizes secure software development practices.

Connect Microsoft Power BI directly to governed data in Amazon SageMaker Unified Studio using new authentication modes in the Amazon Athena ODBC driver, with no third-party ODBC-JDBC bridge. Part 1 covers IAM Identity Center (IDC)-based domains with both DSN-based and DSN-less connection methods.

• •Integrate Power BI with Amazon SageMaker Unified Studio.
• •Utilize new authentication modes in Amazon Athena ODBC driver.
• •Eliminate the need for third-party ODBC-JDBC bridges.

Connect Microsoft Power BI directly to governed data in Amazon SageMaker Unified Studio using the Amazon Athena ODBC driver. Part 2 covers IAM-based domains with SageMakerIam authentication, including AWS IAM Identity Center administrator setup, for both DSN-based and DSN-less connection methods.

• •Integrate Microsoft Power BI with Amazon SageMaker Unified Studio.
• •Utilize the Amazon Athena ODBC driver for data connection.
• •Focus on IAM-based domains and SageMakerIam authentication.

Ian Buck, NVIDIA's VP, discussed AI factory efficiency at the AI Infra Summit, highlighting advancements in the Vera Rubin and DSX platforms. The focus was on optimizing energy use, specifically tokens per watt, to enhance performance in AI factories, amidst a growing audience of over 8,000 attendees.

• •NVIDIA's Ian Buck spoke on AI factory efficiency at the AI Infra Summit.
• •The event attracted over 8,000 attendees, reflecting growing interest.
• •Advancements in Vera Rubin and DSX platforms were showcased.

Amazon Kinesis Data Streams now supports scaling down ingest capacity for on-demand Advantage streams with warm throughput. Learn how the scale-down works, how to monitor stream behavior with Amazon CloudWatch, and best practices for releasing excess capacity after transient traffic bursts.

• •Kinesis Data Streams introduces scaling down for on-demand streams.
• •New feature allows for better management of ingest capacity.
• •Monitoring stream behavior can be done via Amazon CloudWatch.

Hewlett Packard Enterprise (HPE) and Tottenham Hotspur Football Club have announced the expansion of their technology partnership, with HPE becoming the official hybrid cloud and enterprise networking partner. The aim is to modernize the digital environment of Tottenham Hotspur Stadium, enhancing fan experience and IT operations.

• •HPE expands partnership with Tottenham Hotspur.
• •Focus on hybrid cloud and enterprise networking.
• •Goal to modernize Tottenham Hotspur Stadium.

A Schneider Electric identificou uma vulnerabilidade nos produtos SCADAPack x70, que pode permitir acesso não autorizado à configuração de unidades terminais remotas (RTUs). A falha está relacionada a credenciais insuficientemente protegidas, aumentando o risco de perda de confidencialidade. As versões afetadas incluem SCADAPack 47x, 47xi, 47xd, 470R e 57x.

• •Vulnerabilidade nos produtos SCADAPack x70 da Schneider Electric.
• •Risco de acesso não autorizado a configurações de RTUs.
• •Falha relacionada a credenciais insuficientemente protegidas.

O módulo Mendix SAML da Siemens apresenta uma vulnerabilidade que permite a atacantes remotos não autenticados sequestrarem contas em configurações específicas de SSO. A Siemens recomenda que os usuários atualizem para as versões mais recentes para mitigar o risco.

• •Vulnerabilidade permite sequestro de contas em SSO.
• •A versão afetada é anterior a 4.2.3 para Mendix 10 e 11.
• •CVE-2026-80465 classificada com CVSS 8.7.

Successful exploitation of vulnerabilities in Wärtsilä FOS-Onboard could allow unauthorized updates, code execution, or credential extraction, enabling attackers to impersonate privileged clients. The affected version is 5.07.0923.01, with a CVSS score of 9.1. Wärtsilä has developed a security patch to mitigate these vulnerabilities.

• •Vulnerabilities in Wärtsilä FOS-Onboard can lead to unauthorized updates.
• •Attackers could execute code or extract credentials from the system.
• •The affected version is 5.07.0923.01 with a CVSS score of 9.1.

Families accuse Meta of using public photos for facial recognition in its glasses, while the company denies the allegations and keeps the NameTag undefined.

• •Meta faces a lawsuit for improper use of Instagram photos.
• •Accusations involve facial recognition in new devices.
• •The company denies the claims and maintains its stance.

Boston has terminated its contract with Flock after discovering that the company enabled 'nationwide lookup' capabilities, which violated the terms of their agreement. This breach raises concerns about data privacy and the implications of surveillance technology in urban environments.

• •Boston ends contract with Flock over data sharing violation.
• •Flock allowed 'nationwide lookup' against contract terms.
• •The breach raises significant data privacy concerns.

iOS 27 has been released, featuring a beta version of the new Siri AI and implementing 120 security patches. This update emphasizes Apple's commitment to enhancing user experience through advanced AI capabilities while addressing critical security vulnerabilities.

• •iOS 27 introduces a beta version of Siri AI.
• •The update includes 120 important security patches.
• •Apple aims to improve user experience with AI advancements.

Apple may encounter challenges in producing the iPhone Duo, its first foldable smartphone, with the shipment forecast reduced from 7 million to 6 million units in 2026. The main obstacle is the hinge restrictions, which could limit production and result in reduced stock during the initial sales weeks.

• •Apple is expected to produce fewer iPhone Duo units than anticipated.
• •Shipment forecast has dropped from 7 million to 6 million units.
• •Hinge production difficulties are the primary obstacle.

Kia is reviving interest in minivans with the introduction of its new electric van, the PV7, at IAA Transportation in Germany. This follows a 21% increase in minivan sales in 2025, indicating a shift in consumer preferences away from SUVs. Kia's commitment to electric vans positions it as a leader in this niche market.

• •Minivans are experiencing a resurgence in the US market.
• •Kia's Carnival minivan has been popular since its launch in 2021.
• •The PV7 is Kia's second all-electric van model.

Google has expanded the availability of Motion Assist, an Android feature designed to reduce dizziness when using a phone in moving vehicles. It displays small dots at the edges of the screen that move in real-time, aligning visual perception with the vehicle's motion. The feature can be activated manually or automatically, depending on user motion detection.

• •Motion Assist was initially launched for Pixel devices.
• •The feature helps reduce motion sickness when using a phone in motion.
• •Small dots at the edges of the screen move with the vehicle.

Mobile phones may become even more expensive by 2027 due to high demand for semiconductors driven by artificial intelligence, according to Michael Dell, CEO of Dell Technologies. The chip shortage is expected to worsen, affecting not only PCs but also smartphones, as both sectors compete for the same components.

• •Demand for semiconductors is increasing due to AI.
• •Michael Dell predicts a worsening chip shortage by 2027.
• •The construction of data centers raises demand for components.

Meta One has introduced new subscription plans ranging from R$ 7 to R$ 1,999, offering features tailored for influencers and businesses, such as story scheduling and audience insights. These options aim to enhance user experience on the Meta Business Agents platform.

• •Meta One launches new subscription plans from R$ 7 to R$ 1,999.
• •Features include story scheduling and audience insights.
• •Focus on influencers and businesses to optimize platform usage.

Superpose is a camera app developed by former TikTok executives that utilizes AI to analyze selfies and photos, generating four potential poses for users. This innovative approach combines technology with personal expression, aiming to enhance the way people present themselves in photos.

• •Superpose is an AI-driven camera app.
• •It analyzes selfies to suggest poses.
• •Developed by ex-TikTok executives.

The AI frenzy could push U.S. data centers to become one of the largest consumers of natural gas in the world. This trend raises concerns about energy consumption and sustainability as the demand for data processing and storage continues to grow.

• •U.S. data centers may surpass Germany and Japan in natural gas consumption by 2035.
• •The surge in AI applications drives increased energy demands.
• •Sustainability concerns are heightened with rising energy consumption.

President Lula has signed the Redata bill, which establishes an exemption regime for the data center sector in Brazil. The new legislation aims to stimulate investments and streamline operations of these centers, fostering a more favorable environment for technology and innovation in the country.

• •Lula signed the Redata bill.
• •Redata aims to exempt the data center sector.
• •The measure seeks to stimulate investments in the area.

Learn how United Airlines uses AWS Glue Data Catalog federation to query Databricks Unity Catalog data directly from Amazon Redshift Serverless without duplicating data, using resource links and AWS Lake Formation for governance.

• •United Airlines leverages AWS Glue Data Catalog federation.
• •Queries Databricks Unity Catalog data via Amazon Redshift Serverless.
• •Eliminates data duplication for efficiency.

This article discusses how moving randomness outside the computation graph can transform noisy gradient estimators into low-variance, differentiable ones. It highlights the importance of reparameterization tricks in improving the efficiency and reliability of gradient-based optimization techniques in machine learning.

• •Explains the concept of reparameterization tricks.
• •Describes the impact on gradient estimators.
• •Focuses on variance reduction techniques.

Before reaching for an LLM API on every classification problem, it's worth knowing what a decades-old baseline can already do with the labeled data you have — and exactly how much more data buys you.

• •Explores the necessity of labeled examples for text classifiers.
• •Analyzes the performance of traditional methods versus LLMs.
• •Provides insights on data efficiency in classification tasks.

The article discusses the scenarios in which to utilize a single AI model versus a team of specialized agents, focusing on the capabilities of Codex and Claude Code. It emphasizes the importance of selecting the right approach for dense AI capacity tasks and how to effectively distribute tasks among agents.

• •Explores the effectiveness of Codex and Claude Code.
• •Analyzes when to use a single model versus multiple agents.
• •Focuses on dense AI capacity work.

The right professional services CRM keeps your lean team working like a much larger one. This article discusses five CRM options tailored for consulting firms, emphasizing their features and benefits for improving efficiency and client management.

• •Professional services CRMs enhance team productivity.
• •They help manage client relationships effectively.
• •Choosing the right CRM can streamline operations.

R/GA has introduced the BRDNA Sequencer, an AI tool designed to help brands create hyper-personalized advertising campaigns. By training on a company's brand guidelines, the tool generates editable marketing assets through simple prompts. It aims to evolve marketing strategies in real-time, adapting to specific conditions, and is platform-agnostic, allowing integration with various AI chatbots.

• •R/GA's BRDNA Sequencer adapts brand guidelines for AI use.
• •The tool generates editable marketing assets via plain language prompts.
• •It aims to create hyper-personalized advertising campaigns.

Campaign Agent optimizes marketing efforts by managing multiple campaigns targeting the same customer simultaneously. It operates in real time to ensure that the customer's experience is prioritized, ultimately driving growth for businesses.

• •Campaign Agent enhances marketing campaign efficiency.
• •It manages overlapping campaigns targeting the same customer.
• •Real-time arbitration improves customer experience.

In Brazilian B2B, most negotiations occur via WhatsApp. Traditional CRM systems do not log these interactions, potentially distorting the sales funnel. This article presents three methods for integrating WhatsApp conversations into CRM, helping maintain an accurate record of customer interactions.

• •Most B2B negotiations in Brazil happen via WhatsApp.
• •Traditional CRM does not capture message-based interactions.
• •This can lead to an inaccurate sales funnel.

A first look at the new community experience, launching in November, and how you can help shape it today.

• •Salesforce is launching a new community experience in November.
• •The initiative aims to enhance collaboration among users.
• •Feedback from users is encouraged to shape the platform.

Meet Casey, the new help agent serving up excellent experiences for your customers.

• •Casey is designed to enhance customer service interactions.
• •Utilizes AI to provide timely and relevant assistance.
• •Aims to improve overall customer satisfaction.

This essay discusses the evolution of mass surveillance since 9/11, highlighting its shift from targeted methods to widespread data collection by both government and private entities. It examines the implications of this surveillance model, particularly how private companies facilitate government access to personal data, raising concerns about privacy and civil liberties in the digital age.

• •Mass surveillance has expanded significantly since the 9/11 attacks.
• •Government agencies now routinely use mass surveillance for law enforcement.
• •Private companies like Google and Facebook are integral to surveillance capitalism.

At the opening of its annual Dreamforce customer conference, Salesforce signaled its involvement in two major trends in enterprise AI: Open-source AI models and software that helps corporate customers safely run AI agents on their data.

• •Salesforce introduced a new AI model named Koa.
• •The company focuses on open-source AI models.
• •New tools for secure AI agent operations were unveiled.

Meta Platforms is expanding its paid subscription offerings for AI tools across Instagram, WhatsApp, and Facebook, aiming to diversify revenue beyond digital advertising. The new tiers of Meta One subscription plans were announced in a recent blog post.

• •Meta introduces new subscription tiers for AI tools.
• •The plans target Instagram, WhatsApp, and Facebook users.
• •This move aims to reduce reliance on digital advertising.

Major Anthropic customers are awaiting zero data retention for Fable AI models, leading some to switch to OpenAI's Astra model, which offers this feature. Companies like Palantir and Booz Allen have restricted Fable model usage due to Anthropic's data storage policy, prompting a shift towards OpenAI's solutions.

• •Anthropic's data retention policy is causing customer dissatisfaction.
• •Palantir and Booz Allen are expanding their use of OpenAI's Astra model.
• •Fable models will store customer data for 30 days for security reasons.

Gamification in the workplace emerges as a strategy to transform corporate goals into experiences that encourage high-performance behaviors. With only 20% of professionals globally engaged, gamification could be the key to boosting productivity and engagement, helping teams achieve better results and turning productivity into revenue growth.

• •Gamification transforms goals into motivating experiences.
• •Only 20% of professionals were engaged in 2025.
• •Low engagement resulted in $10 trillion in lost productivity.

Meta One bundles expanded access to the company’s AI tools with premium features across Facebook, Instagram, and WhatsApp. This move signifies Meta's commitment to integrating AI into its core services, enhancing user experience and engagement.

• •Meta introduces Meta One, a subscription service focused on AI tools.
• •The service offers premium features for Facebook, Instagram, and WhatsApp.
• •This expansion reflects Meta's strategy to leverage AI for user engagement.

The host of ‘The Diary of a CEO’ podcast, Steven Bartlett, and billionaire Jamie Salter, founder of Authentic Brands Group, have initiated a $400 million investment venture aimed at supporting creator-led brands, signaling a shift in how luxury brands may be built in the future.

• •Steven Bartlett and Jamie Salter are investing $400 million.
• •The focus is on creator-led brands.
• •This venture could redefine luxury branding.

The commodity declines as the profitability crisis of Chinese steelmakers worsens, while high freight costs begin to reduce supply from Brazilian producers.

• •Iron ore reaches $95, impacting the sector.
• •Chinese steelmakers face a profitability crisis.
• •Rising freight costs are reducing ore supply.

Profound has raised a $180 million Series D at a $1.8 billion valuation, less than seven months after it raised a $96 million Series C.

• •Profound achieves unicorn status with a $1.8 billion valuation.
• •The startup raised $180 million in its Series D funding round.
• •This round comes just seven months after a $96 million Series C.

Meta has introduced new subscription tiers for businesses, creators, and AI power users, with prices ranging from $2.99 to $499 per month. This move aims to cater to a diverse audience and enhance the monetization strategies for various user segments.

• •Meta launches subscription tiers for different user groups.
• •Plans range from $2.99 to $499 per month.
• •Targeted at businesses, creators, and AI enthusiasts.

Learn how to scale your startup breakthrough from prototype to production at TechCrunch Disrupt 2026 with scaling leaders, Adrian Macneil (Foxglove), John Mackey (MBRYONICS), and Boris Sofman (Bedrock Robotics). Register before September 25 to save up to $200 on your pass.

• •TechCrunch Disrupt 2026 focuses on startup scaling.
• •Leaders from Foxglove, MBRYONICS, and Bedrock Robotics will speak.
• •Event offers insights from industry experts.

DoorDash is investing $125 million in Marc Lore's meal delivery startup, Wonder, and acquiring a campus dining business for $300 million. Wonder specializes in delivering meals prepared in its own kitchens, enhancing DoorDash's food delivery capabilities.

• •DoorDash invests $125 million in Wonder.
• •Acquires a campus dining business for $300 million.
• •Wonder focuses on meal delivery from its own kitchens.