Edition for March 25, 2026

The article discusses the Ironwood TPU, Google's latest AI infrastructure designed for training trillion-parameter models. It highlights its unique features like native FP8 support and the integration of hardware and software innovations, which enhance training efficiency and performance. The article also provides insights into optimization strategies using JAX and MaxText ecosystems.

• •Ironwood TPU supports up to 9,216 chips for scalable AI training.
• •Features native FP8 support for improved throughput and efficiency.
• •Integrates hardware and software for optimized AI lifecycle management.

Google Threat Intelligence introduces a new dark web intelligence capability that analyzes millions of events daily, focusing on relevant threats to enhance cybersecurity. By leveraging AI, it aims to reduce false positives and provide actionable insights, allowing organizations to respond to threats more effectively and efficiently.

• •Google Threat Intelligence enhances cybersecurity with dark web insights.
• •The tool analyzes millions of events daily for relevant threats.
• •It aims to reduce false positives, improving decision-making.

Apple is testing a standalone Siri app, a new interface, and deeper AI features for this year's software update, according to Bloomberg. This overhaul aims to enhance user interaction and functionality.

• •Apple is working on a standalone Siri app.
• •The new update will feature a revamped interface.
• •Deeper AI capabilities are being integrated.

OpenAI is shutting down Sora, its AI video generation app and API, which was known for its realistic scene-crafting. The abrupt announcement comes after mixed reception and competition from other video AI providers. Despite a promising start, including a partnership with Disney, Sora's future is now uncertain as OpenAI has not provided a shutdown date.

• •OpenAI is discontinuing its Sora AI video generation app and API.
• •Sora was initially praised for its realistic video capabilities.
• •The app faced tough competition from other video AI models.

OpenAI has announced the discontinuation of the Sora video generator, also ending video functionality in ChatGPT. This decision results in the loss of a $1 billion investment deal with Disney that was under negotiation. OpenAI will redirect its efforts towards AI agents that require greater computational capacity.

• •OpenAI discontinues the Sora video generator.
• •The decision impacts a $1 billion deal with Disney.
• •Sora was launched in 2024 to create realistic videos.

Mirage, the developer behind the AI video editing app Captions, has successfully raised $75 million in growth financing from General Catalyst's Customer Value Fund (CVF) to further enhance its offerings.

• •Mirage specializes in AI-driven video editing solutions.
• •The company has raised $75 million in funding.
• •General Catalyst's Customer Value Fund led the financing round.

Learn how to set up Nanobot, connect it to WhatsApp, and power it with OpenAI GPT-5.3-Codex for a practical, always-on AI agent.

• •Introduction to Nanobot and its capabilities.
• •Step-by-step guide to setting up Nanobot.
• •Connecting Nanobot to WhatsApp for real-time interaction.

In my 30 years covering technology, I have never been so impressed. Here's why this agentic AI authoring and deployment tool changes everything.

• •Tasklet allows users to build apps quickly without coding.
• •The tool leverages agentic AI for seamless deployment.
• •It democratizes app development for non-technical users.

This article presents five Micro-SaaS ideas that can be built using Solana, focusing on low transaction costs and quick confirmations. Ideas include a payment button generator, token safety scanner API, sniper-as-a-service, wallet tracking alerts, and a code template marketplace, each with unique revenue models.

• •Solana enables economical micro-payments for SaaS solutions.
• •Ideas include payment buttons and token safety scanners.
• •Revenue models range from subscription fees to per-scan charges.

Most websites have hidden JSON APIs that return cleaner data than their HTML pages. I built a simple Node.js script that discovers them automatically. Traditional web scraping is fragile, but many sites expose internal JSON APIs that are faster, more stable, and return structured data.

• •Web scraping can be fragile due to site redesigns.
• •HTML parsing is often slow and error-prone.
• •Many websites expose internal JSON APIs.

I built a CLI tool called ProofShot that allows AI coding agents to interact with the UI they create. It captures screenshots, videos, and logs, providing evidence of the UI's functionality without needing to manually check the browser. It's open source and works with various AI agents.

• •ProofShot enables AI agents to verify UI features they build.
• •It captures screenshots, videos, and logs for review.
• •The tool is open source and free to use.

Slow Python code is often caused by small inefficiencies. With a few beginner-friendly techniques, you can make your programs run noticeably faster. This guide will teach you how.

• •Identify common inefficiencies in Python code.
• •Learn beginner-friendly techniques to optimize performance.
• •Understand how small changes can lead to significant speed improvements.

Learn five practical ways to make OpenAI Codex more agentic, reliable, and useful for real software engineering workflows.

• •Explore the capabilities of OpenAI Codex for coding tasks.
• •Implement strategies to enhance Codex's reliability.
• •Discover how to integrate Codex into software engineering workflows.

Cursor's Composer 2, an AI coding tool, was revealed to be built on the Chinese open-source model Kimi K2.5, raising concerns about transparency in AI development. The incident highlights the reliance of Western companies on Chinese models due to a lack of competitive open-source options in the West.

• •Cursor's Composer 2 was built on the Chinese model Kimi K2.5.
• •The model features a 1 trillion parameter architecture and advanced capabilities.
• •Fynn, a developer, exposed the model's origins through a debug proxy.

At Google we’re deeply committed to the automotive industry--not just as a technology provider, but as a partner in the industry's transformation. We believe that car makers and users should have choice and flexibility, and that open platforms are the best enablers.

• •Google expands Android Automotive OS for software-defined vehicles.
• •Focus on open platforms to enhance user and manufacturer flexibility.
• •Addresses challenges like fragmented software and poor portability.

Ai2 has launched MolmoWeb, an open-weight visual web agent that includes a comprehensive training dataset, MolmoWebMix, featuring 30,000 human task trajectories across over 1,100 websites. This model allows for browser-agnostic operation using screenshots, enabling it to perform actions based on visual input without relying on HTML parsing.

• •MolmoWeb is an open-weight visual web agent from Ai2.
• •It includes a dataset with 30,000 human task trajectories.
• •The model operates using browser screenshots, not HTML parsing.

We’re introducing Dynamic Workers, which allow you to execute AI-generated code in secure, lightweight isolates. This approach is 100 times faster than traditional containers, enabling millisecond startup times for AI agent sandboxing.

• •Dynamic Workers enable secure execution of AI-generated code.
• •The approach is 100 times faster than traditional containers.
• •Millisecond startup times enhance AI agent performance.

Two GitHub Actions workflows from Checkmarx were compromised by TeamPCP, a cybercriminal group known for credential theft. This incident highlights the vulnerabilities in CI/CD pipelines and the importance of securing cloud-native applications against such attacks.

• •TeamPCP exploited stolen CI credentials to hack GitHub Actions.
• •The compromised workflows belong to Checkmarx, a supply chain security firm.
• •This incident raises concerns about CI/CD pipeline security.

As the cloud-native community gathers for Kubecon + Cloudnativecon Europe, Google highlights its support for the open-source Kubernetes ecosystem and GKE. The new GKE allows Autopilot for every cluster, simplifying scaling and management. Additionally, GKE Cluster Autoscaler will be open-sourced to benefit the OSS community, promoting a vendor-neutral platform.

• •Google announces new features for GKE at Kubecon EU 2026.
• •Autopilot is now available for all clusters, enhancing flexibility.
• •GKE Cluster Autoscaler will be open-sourced for community use.

Artificial intelligence has rapidly emerged as one of the most critical workloads in modern computing. NVIDIA has donated a Dynamic Resource Allocation Driver for GPUs to the Kubernetes community to enhance the management of high-performance AI infrastructure, promoting greater transparency and efficiency for developers.

• •NVIDIA contributes to the Kubernetes community.
• •Dynamic Resource Allocation Driver improves GPU management.
• •Focus on enhancing AI workloads in cloud environments.

The U.S. Federal Communications Commission has banned the import of new router models manufactured abroad, particularly from China, due to cybersecurity concerns. The measure aims to protect U.S. critical infrastructure from attacks that exploit security vulnerabilities in imported devices.

• •The FCC bans the import of new routers manufactured abroad.
• •The measure is a response to cybersecurity concerns.
• •Chinese routers control 60% of the U.S. market.

A jury in New Mexico found that Meta violated consumer protection laws by misleading users about the safety of Facebook, Instagram, and WhatsApp, allowing for child sexual exploitation. The company has been ordered to pay $375 million.

• •Meta has been ordered to pay $375 million.
• •The decision was made by a jury in New Mexico.
• •The accusation involved deception regarding safety on the platforms.

PTC Inc. is warning of a critical vulnerability in Windchill and FlexPLM, widely used product lifecycle management (PLM) solutions, that could allow remote code execution. This vulnerability poses significant risks to organizations relying on these systems for managing product data.

• •PTC Inc. identifies a critical RCE vulnerability.
• •The flaw affects Windchill and FlexPLM solutions.
• •Organizations using these PLM systems are at risk.

Um júri no Novo México considerou a Meta culpada por violar leis de proteção ao consumidor, resultando em uma multa de $375 milhões. O caso destacou a falta de medidas de segurança da empresa em relação à exploração infantil e problemas de saúde mental. A Meta planeja apelar da decisão, enquanto o estado argumentará que a empresa é uma 'nuisance pública' em um próximo julgamento.

• •Júri determina que a Meta violou leis de proteção ao consumidor.
• •Multa de $375 milhões é a máxima permitida pela lei do Novo México.
• •Documentos internos mostraram que a Meta sabia dos riscos para crianças.

The TeamPCP hacking group has compromised the popular LiteLLM Python package on PyPI, leading to a significant data breach affecting hundreds of thousands of devices. This incident highlights the vulnerabilities in supply-chain security within software development.

• •TeamPCP hacking group targets LiteLLM Python package.
• •Compromise affects hundreds of thousands of devices.
• •Incident underscores supply-chain security vulnerabilities.

A support agent's computer at Crunchyroll was infected with malware, allowing a hacker to access the network for 24 hours. The breach reportedly compromised data from 6.8 million users, prompting an investigation by the company.

• •Crunchyroll is investigating a significant data breach.
• •Malware infected a support agent's computer.
• •The hacker had 24 hours of access to the network.

Ledger’s white-hat Donjon team discovered a critical MediaTek flaw allowing attackers to instantly access PINs, messages, photos, and crypto wallets.

• •A critical flaw in MediaTek chips exposes Android devices.
• •Hackers can access sensitive data even when devices are off.
• •Over a billion Android devices are potentially affected.

The Federal Communications Commission (FCC) has expanded its Covered List to prohibit the sale of new consumer routers manufactured outside the USA, citing security risks. This decision aims to enhance national cybersecurity by restricting potentially vulnerable devices from entering the market.

• •FCC updates its Covered List for consumer routers.
• •Ban includes all routers made in foreign countries.
• •Decision driven by concerns over security risks.

Sony is shutting down Dark Outlaw Games, a studio led by former Call of Duty producer Jason Blundell. The closure follows a trend of layoffs and studio shutdowns at PlayStation, as the company retreats from investments in online, live-service multiplayer games. Dark Outlaw Games had not announced any projects, but Blundell's background suggested a focus on multiplayer titles.

• •Sony is closing Dark Outlaw Games, led by Jason Blundell.
• •Blundell previously worked on the Call of Duty franchise.
• •The studio had not revealed any projects before its shutdown.

I dictate a lot and was curious about what happens with voice keyboard apps. Most include unnecessary background services. I built Diction, a voice keyboard focused solely on transcription, with three modes: on-device, self-hosted, and cloud, ensuring privacy and control over data.

• •Voice keyboards often run unnecessary background services.
• •Diction focuses solely on voice-to-text transcription.
• •Offers three modes: on-device, self-hosted, and cloud.

Bloomberg's Mark Gurman reports that Apple's Siri will receive a significant overhaul, including a standalone app and an 'Ask Siri' feature for more natural interactions. The new design aims to leverage personal data to enhance functionality, allowing Siri to execute tasks within apps and conduct web searches. The official announcement is expected at WWDC 2026.

• •Siri is getting a standalone app and an 'Ask Siri' feature.
• •Users will interact with Siri using natural language, both text and voice.
• •The new Siri will leverage personal data from messages and emails.

Since the CSA released Aliro 1.0, smart lock manufacturers have begun offering solutions that allow unlocking with a simple tap. Nuki has announced the Keypad 2 NFC, which adds this feature to existing locks, enhancing convenience and security for users.

• •Nuki introduces Keypad 2 NFC for smart locks.
• •Allows tap-to-unlock functionality.
• •Compatible with existing locks.

Mexico is preparing to review the rules governing companies with significant market power in the telecommunications sector. This initiative will be conducted in partnership between the Telecommunications Regulatory Commission (CRT) and the National Antitrust Commission (CNA), aiming to promote fairer and more efficient competition in the market.

• •Mexico will review telecommunications regulations.
• •The initiative targets companies with significant market power.
• •The CRT and CNA are collaborating on the process.

A new report indicates that Apple is implementing additional measures to protect the iPhone Fold display and minimize crease visibility. This follows the challenges faced by early folding phones, like the Samsung Galaxy Fold, which struggled with display durability.

• •Apple is enhancing the durability of the iPhone Fold display.
• •New measures aim to reduce crease visibility.
• •Early folding phones had significant display damage issues.

According to cellular network data from Ookla, the iPhone Air is about twice as popular compared to the iPhone 16 Plus during the launch period of the iPhone 17. Despite being the least popular model of the iPhone 17 generation, Apple views the Air's sales performance as a relative success.

• •The iPhone Air has outperformed the iPhone 16 Plus in sales.
• •Sales data is sourced from Ookla's cellular network analysis.
• •The report compares the launch periods of the iPhone 17 and iPhone 16.

TDX 2026 is an opportunity for Salesforce admins to explore the future of software in the AI era. The event will feature deep technical content on Agentforce 360, automation, and Data 360, taking place April 15-16 in San Francisco or via Salesforce+.

• •TDX 2026 focuses on the future of software for Salesforce admins.
• •The event will cover Agentforce 360 and automation technologies.
• •Attendees can join in-person or via Salesforce+ streaming.

Qive has announced a technical cooperation agreement with Insper's Data and AI Center to provide anonymized tax data to researchers and academic projects. The initiative aims to enhance the use of structured information in producing studies, theses, and analyses with economic impact.

• •Qive has partnered with Insper for the use of tax data.
• •The data will be made available in an anonymized format for research.
• •The initiative seeks to promote studies with economic impact.

In this post, you learn how to set up an automated, end-to-end solution that extracts tables from Amazon Aurora MySQL Serverless v2 and writes them to Amazon S3 Tables in Apache Iceberg format using AWS Glue.

• •Learn to extract data from Amazon Aurora MySQL.
• •Automate the process using AWS Glue.
• •Store data in Amazon S3 in Apache Iceberg format.

This article explores the concept of neuro-symbolic fraud detection and its ability to monitor concept drift during inference without the need for labels. It questions how symbolic rules can adapt when relationships change, serving as a potential early warning system for fraud detection.

• •Explores neuro-symbolic fraud detection mechanisms.
• •Discusses concept drift and its implications in fraud detection.
• •Questions the adaptability of symbolic rules in changing environments.

One of the core challenges of data science is drawing meaningful causal conclusions from observational data. This article explores Propensity Score Matching (PSM), a statistical technique used to estimate the true impact of a treatment or behavior as fairly as possible.

• •Causal inference is crucial in data science.
• •Propensity Score Matching helps estimate treatment effects.
• •The article discusses observational data challenges.

Most data platforms don’t break overnight; they grow into complexity, query by query. Over time, business logic spreads across SQL scripts, dashboards, and scheduled jobs until the system becomes a 'SQL jungle.' This article explores how that happens and how to bring structure back.

• •Data platforms evolve into complex systems over time.
• •Business logic can become scattered across various SQL scripts.
• •Dashboards and scheduled jobs contribute to the complexity.

Customer monitoring is becoming essential for modern customer experience and service teams. As customer journeys span more channels and touchpoints, businesses require a systematic way to track customer behavior, satisfaction, and risk signals in real time, not just when something goes wrong.

• •Customer monitoring enhances customer experience management.
• •It allows businesses to track behavior across multiple channels.
• •Real-time insights help in identifying satisfaction and risk signals.

Starting out as a Salesforce Admin can feel overwhelming, but new admins can achieve early wins without overhauling their organization. Building confidence and trust is key, and small impactful changes can make a significant difference.

• •Salesforce Admins face a steep learning curve.
• •Early wins can boost confidence and trust.
• •Small changes can lead to significant impacts.

Meta is enhancing the shopping experience for creators on Facebook and Instagram by allowing them to include clickable shopping links in their Reels. This feature enables creators to link up to 30 products, making it easier to monetize their content and compete with platforms like TikTok and YouTube Shorts. While Meta currently doesn't take a cut from these sales, it aims to gain insights into user purchasing behavior.

• •Meta allows creators to add shopping links in their Reels.
• •Creators can link up to 30 distinct products per Reel.
• •This feature is available on both Instagram and Facebook.

This article discusses the importance of the og:image meta tag for social media link previews and compares manual and automated methods for creating OG images. It highlights the tediousness of manual creation for multiple pages and introduces an API-based solution that dynamically generates images based on URL parameters, streamlining the process.

• •The og:image tag controls the image shown in social media previews.
• •Manual creation of OG images can be time-consuming for multiple pages.
• •Automated solutions can generate images dynamically from URL parameters.

Baltimore processa a xAI por causa do Grok, um chatbot de IA que gerou milhões de imagens sexualizadas, incluindo de menores. A cidade argumenta que a xAI violou a legislação de proteção ao consumidor ao não divulgar os riscos associados ao uso da tecnologia, destacando a necessidade de regulamentação em inovações tecnológicas.

• •Grok gerou 3 milhões de imagens sexualizadas em 11 dias.
• •Baltimore alega violação de leis de proteção ao consumidor.
• •A xAI não divulgou riscos associados ao uso do Grok.

OpenAI is shutting down its Sora video generation app, citing a shift in focus towards robotics and world simulation research. The app, which initially gained popularity, has seen a decline in user engagement and downloads, prompting the decision to discontinue its consumer app and API services.

• •OpenAI announces the shutdown of its Sora video generation app.
• •The decision follows a decline in user engagement and downloads.
• •Sora was initially successful but lost traction quickly.

Anthropic has launched Claude, an AI agent capable of directly controlling a user's Mac, transforming it from a conversational assistant into a digital operator. This feature allows users to assign tasks remotely, enhancing productivity. The competition among AI developers intensifies as companies like OpenAI and Google strive to create agents that can perform tasks within existing tools.

• •Anthropic's Claude can now control Mac computers directly.
• •Users can assign tasks remotely, enhancing productivity.
• •This update positions Claude as a digital operator, not just a chatbot.

An ongoing phishing campaign is targeting French-speaking corporate environments with fake resumes that lead to the deployment of cryptocurrency miners and information stealers. The campaign uses highly obfuscated VBScript files disguised as resume/CV documents, delivered through phishing emails.

• •Phishing campaign targets French-speaking corporate environments.
• •Fake resumes lead to cryptocurrency miners and information theft.
• •Obfuscated VBScript files are disguised as CV documents.

Zoox has announced the expansion of its robotaxi service to Austin and Miami, alongside increased coverage in San Francisco and Las Vegas. The service, launched in September 2025, aims to provide a unique social experience with its purpose-built robotaxis. Initial rides will be limited to Zoox employees and their families, but the company plans to broaden access as testing progresses.

• •Zoox expands robotaxi service to Austin and Miami.
• •Increased coverage in San Francisco and Las Vegas.
• •Rides initially available for Zoox employees and families.

Epic Games announced the layoff of over 1,000 employees due to a decline in engagement with 'Fortnite', aiming to save $500 million. CEO Tim Sweeney emphasized that the company is spending more than it earns and that the layoffs are not related to AI. This marks the second major staff reduction in three years, reflecting challenges in the gaming industry.

• •Epic Games will cut over 1,000 jobs.
• •Decline in 'Fortnite' engagement drives layoffs.
• •The company aims to save $500 million.

Bliss, a platform that uses artificial intelligence to assist brokers in selling health plans to SMEs, announced the raising of R$ 57 million in a Series A round. The investment was co-led by Kfund and Grupo Bradesco, with participation from Actyus and Clocktower Ventures.

• •Bliss raises R$ 57 million in Series A round.
• •The platform uses artificial intelligence for sales.
• •Focus on health plans for small and medium enterprises.

8D Hubify and Dialetto announced today a merger to form a business group focused on the integration of marketing, sales, customer service, and public relations. The new structure will bring together over 130 professionals and aims for R$ 23 million in revenue by the end of 2026.

• •Merger between 8D Hubify and Dialetto announced.
• •New group will focus on marketing, sales, and customer service.
• •Over 130 professionals will be involved in the operation.

Swish, a Bengaluru-based food delivery startup, has raised $38 million in its third funding round within 18 months. The company has more than doubled its valuation in a year, leveraging a full-stack, hyperlocal model that promotes ultra-fast food delivery as a high-frequency habit.

• •Swish is a food delivery startup based in Bengaluru.
• •The company raised $38 million in its third funding round.
• •It has doubled its valuation in just one year.

Brazil is emerging as a hub for biotechnology and sustainable solutions, attracting the Soros Economic Development Fund (SEDF). This fund aims to promote the 'green revolution' in the country, highlighting Brazil's potential as the world's breadbasket.

• •Brazil is seen as the world's breadbasket.
• •SEDF focuses on biotechnology and nature-based solutions.
• •George Soros founded the Open Society Foundations.