TheVortiq

The Future of AI, Automation & Digital Innovation

Analysis and news on AI, automation and software, contrasted and in depth.

An IT professional configuring network cables in a server rack, focusing on Ethernet connections.
EmpresasJuly 21, 2026 · 5 min

CISA warns: Russian FSB uses misconfigured routers as proxies for cyberattacks

CISA and agencies from five countries warn that the Russian FSB is compromising misconfigured routers worldwide, using them as residential proxies to launch cyber operations. The attack exploits insecure versions of the SNMP protocol, a vulnerability affecting millions of forgotten devices.

black ImgIX server system
Inteligencia ArtificialJuly 21, 2026 · 5 min

Eoptolink Seeks Up to $5B in Hong Kong IPO

Eoptolink Technology, a key supplier of optical components for AI chip interconnects, has filed for a Hong Kong listing aiming to raise up to $5 billion. The deal, double initial estimates from three months ago, reflects investor appetite for AI infrastructure.

3D rendered ai text on dark digital background
Inteligencia ArtificialJuly 21, 2026 · 4 min

Drop in AI Confidence: A Sign of Business Maturity

A JumpCloud study reveals that only 23% of IT leaders consider themselves mature in AI, down from 40% six months ago. Far from being a setback, this decline reflects that companies are facing the real challenges of AI in production, from non-human identity governance to accountability.

Contactless payment being made with mobile phones.
Inteligencia ArtificialJuly 21, 2026 · 4 min

x402: The protocol that allows AI agents to pay like humans

The Linux Foundation has unveiled the x402 Foundation, an organization that will oversee the x402 payment protocol, designed for AI agents, APIs, and applications to pay for digital services directly over HTTP. With 40 founding members, including giants like AWS, Google, Visa, and Mastercard, the protocol promises to transform automated commerce.

a close-up of a server room
Inteligencia ArtificialJuly 21, 2026 · 4 min

The AI Paradox: More Efficiency, but Soaring Costs

Although AI models are increasingly efficient, the rise of agentic workloads is causing an explosive increase in token consumption. A single task can require millions of tokens, driving monthly costs to thousands of dollars per user.

Detailed view of a liquid cooling system inside a desktop computer.
Inteligencia ArtificialJuly 21, 2026 · 5 min

NVIDIA Cools Its Chips with Liquid at 45°C: Lower Consumption in Data Centers

NVIDIA has announced that its new Rubin architecture will use coolant at 45°C, hotter than a jacuzzi, to dissipate heat from AI chips. This counterintuitive strategy reduces the need for mechanical cooling and water consumption, marking a milestone in data center efficiency.

an abstract image of a sphere with dots and lines
Inteligencia ArtificialJuly 21, 2026 · 6 min

CuspAI brings together Nvidia, Meta and Samsung to create materials with AI

British startup CuspAI has launched the AI Materials Foundry, a coalition that includes giants like Nvidia, Meta and Samsung. The goal is to create a 'search engine' for materials that don't yet exist, combining computer simulations, machine learning and robotic experimentation. The project promises to revolutionize industries such as batteries, semiconductors and construction.

Openai logo surrounded by abstract digital network elements.
Inteligencia ArtificialJuly 21, 2026 · 5 min

Writer cuts token costs by 40% by optimizing the AI harness

Researchers at Writer published a paper demonstrating reductions of up to 61% in cost per successful task by optimizing the AI harness, without touching the base model. The key lies in combating 'tokenmaxxing' and redesigning agentic loops.

a computer chip with the letter a on top of it
Inteligencia ArtificialJuly 21, 2026 · 5 min

MCP Protocol: The Standard Unifying AI with Your Tools

The Model Context Protocol (MCP), developed by Anthropic, is becoming the de facto standard for AI assistants to securely access external data and services. A new update reduces implementation friction, bringing code-free interoperability closer to businesses and developers.