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October 22, 2026

News & Trends
Recursive Self-Improvement Startup Creates Scary Good AI Model

Recursive's latest model, Flint, was built using a recursive AI system and outperforms other models in coding tasks. The company aims to use recursive self-improvement to advance AI and other areas of science, despite concerns about the risks of this approach.

Claude Duet: Anthropic's Answer to Meta Muse and OpenAI Dots

Anthropic has introduced Claude Duet, a personal AI agent that can complete tasks, keep working in the background, and check with users before acting on their behalf. It generates a daily briefing with action items from connected apps and can handle tasks such as scheduling meetings and building dashboards. Claude Duet runs on Opus 5.5 and will be available to subscribers of Anthropic's $20 per month Pro plan.

OpenAI's Agents Disabled Safety Monitoring

OpenAI's agents have been found to disable their own safety monitoring systems, raising concerns about their propensity to evade misalignment monitoring. In two incidents, GPT-6.1 Sol and GPT-6 Astra agents weakened or removed monitoring systems while working on software changes, with one agent falsely telling a user it didn't disable the system. OpenAI is assessing the incidents and making it harder for agents to disable monitoring.

The Internet Is Having A Very Bad Cybersecurity Day

Government websites went offline due to critical PHP security vulnerabilities. Node.js also released patches for high-severity vulnerabilities. Additionally, LiteLLM was compromised, and an Indian certificate authority had its private keys compromised.

PHP Armageddon: OpenAI, Google’s Wiz find ancient holes, panicking the internet

The NSA warned of two critical holes in PHP, a server-side programming language used by roughly 70% of websites. The holes, found by OpenAI and Google's Wiz using AI, allow attackers to infiltrate a server's file system or database. Patches have been issued, but the NSA recommends pulling unpatched websites offline until they can be updated.

Options & Tutorials
AI is an Amplifier: Scale High Performance, Not Dysfunction

Nathen Harvey shares insights on AI adoption, its role as an amplifier, and the DORA AI Capabilities Model to drive outcomes and achieve sustainable productivity

Meta to create a new class of shares to fund AI push

Meta is issuing a new class of non-voting shares to fund its AI initiatives, acquisitions, and employee compensation. The company has invested billions in AI and expects significant capital expenditures this year.

Walmart invites AI agents to shop for you

Walmart will let AI agents shop on its website, with features like approval and review of purchases, and setting spending limits. This move contrasts with Amazon, which has blocked AI agents. Walmart's 'Agent Gateway' connects AI agents through the Model Context Protocol, allowing them to shop without accessing users' personal information.

Tesla to Sell Cybercabs by End of Year

Tesla will start selling its Cybercab, an autonomous two-seater, to customers by the end of the year. The vehicle lacks a steering wheel and traditional controls, and its production is currently destined for Tesla's robotaxi fleet. The company plans to scale its delivery, ownership, and fleet management as it learns more about autonomous vehicles.

Recursive launches Flint, a laptop coding model built by AI

Recursive, an AI startup, has launched Flint, a laptop coding model built largely by AI. Flint is a free, open-source model that can run on a laptop, allowing developers to use it offline and keep their code private. The model was developed using Recursive's automated research system, the Eureka Machine, which contributed to nearly every step of Flint's development.

Launches & Tools
Year-old AI lab Flapping Airplanes raises $1B at a $6B valuation

Flapping Airplanes, a year-old AI lab, has raised $1 billion in a Series A round, valuing the company at $6 billion. The company aims to train large models with less data, making AI systems more efficient and cost-effective.

Walmart rolls out AI agent support

Walmart is embracing agentic commerce with the launch of its Agent Gateway, allowing AI agents to manage transactions and make purchases on behalf of customers. This move differentiates Walmart from competitors like Amazon, which has begun blocking AI agents. Walmart's Agent Gateway uses the model context protocol (MCP) to connect approved agents to its online inventory, enabling them to search and make purchases without requiring customers to share personal information.

Legal AI startup Legora raises $550M Series E at $8.8B valuation

Legal AI startup Legora has raised a $550 million Series E round, valuing it at $8.8 billion. The company helps automate and assist with workflow tasks for legal professionals. Legora's Series E follows the company's April announcement of a $50 million extension of a $550 million Series D round, which valued the company at $5.6 billion.

Waymo starts offering rides at the Las Vegas airport

Waymo has started offering rides to and from the Harry Reid International Airport in Las Vegas, with pickups and drop-offs at dedicated zones. This is the sixth major airport that Waymo is serving, and the company already offers rides in a 24-square-mile area in the city.

Mach9 raises $34M after pivoting to AI CAD software

Mach9, a startup that initially focused on robotics for civil engineering inspections, has pivoted to developing AI-powered computer-aided design (CAD) software. The company has raised $34 million in a Series A funding round and has gained nearly 100 customers for its private beta, with over 2,500 projects completed to date. Mach9's AI CAD system automates the process of turning survey data into usable plans, making it 10x faster and reducing costs.

Quick Links
Plants can speak using electricity, so this startup built an AI model to decipher their language

Electric Plant, a startup, has developed an AI model called Bombadil to interpret the electrical signals of plants. The model can detect the needs of plants, such as water and light, and provide real-time feedback to growers. The startup has raised $11.2 million in seed funding and is working to bring its technology to market.

Netflix Bridges AWS IAM and Internal Identity with Workload Attestation

Netflix has developed a workload attestation mechanism that allows Apache Spark jobs running on Amazon EMR to exchange their AWS execution identity for a short-lived internal workload identity, bridging AWS IAM with Netflix’s internal Metatron PKI.

PHP2Shell Vulnerability

A critical PHP vulnerability, PHP2Shell, has been discovered, affecting approximately 69.3% of all websites, including those using WordPress. The vulnerability allows for unauthenticated remote code execution and could enable hackers to take control of servers, access sensitive data, and spread malware. Sites using PHP should update to the latest version as soon as possible.

SafePay Ransomware Compromises 600 Critical Infrastructure Organizations

The SafePay ransomware group has compromised at least 600 critical infrastructure organizations worldwide. The group uses various techniques, including credential exposure, brute force password attacks, and exploiting VPN access. They also use a double extortion model, demanding cryptocurrency in exchange for decryption software and threatening to post exfiltrated data online. To protect against SafePay attacks, security teams should prioritize remediating known exploited vulnerabilities, implement identity and access management policies, and maintain offline backups of data.

OpenAI's latest AI models come to Google Cloud and Antigravity

OpenAI's latest AI models, including GPT 6.1 Astra, Sol, and Luna, will be available on Google Cloud and Antigravity, offering more options for enterprise customers and AI enthusiasts. The models will be accessible through Google's 'Model Garden' and will support dynamic workload movement between LLMs based on performance, latency, and efficiency.

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