TheVortiq

Inteligencia Artificial

Modelos, agentes, investigación y negocio de la IA.

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Inteligencia ArtificialJuly 29, 2026 · 4 min

Dark Energy: A Statistical Mirage?

A team from the University of Oxford has cast doubt on the existence of dark energy, arguing that observations of type Ia supernovae may have been misinterpreted. If confirmed, this would radically change our understanding of the cosmos.

Artificial intelligence concept within a human head
Inteligencia ArtificialJuly 29, 2026 · 4 min

Prompt Management: The New Challenge in AI Production

An analysis by Towards Data Science reveals that while prompt engineering has matured, prompt management in production remains an unsolved challenge. Seemingly innocuous changes—like renaming a variable—can break all active calls without warning. A static analysis approach that treats prompts as contracts is proposed.

Hand holding smartphone displaying cryptocurrency trading app with financial data.
Inteligencia ArtificialJuly 29, 2026 · 6 min

Pixel 11 price hike: AI demand drives up hardware costs

Google has confirmed that the Pixel 11 will be more expensive than its predecessor due to rising RAM costs, driven by massive demand for AI hardware. This increase adds to a broader industry trend, with Apple, Microsoft, and Nintendo also raising prices. We analyze the causes, context, and impact on consumers.

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Inteligencia ArtificialJuly 29, 2026 · 6 min

MCP goes stateless: the change that simplifies scalability in AI

The Model Context Protocol (MCP) abandons its session-based architecture to adopt a stateless design, aligning with modern cloud practices. This change promises to simplify scaling, improve portability, and give developers greater control over the context shared between AI tools.

A drone dispersing spray over a green field, showcasing modern agricultural technology and crop management.
Inteligencia ArtificialJuly 29, 2026 · 3 min

Pepper spray drones will patrol schools in three US states

Mithril Defense will implement a pepper spray drone system, capable of flying at 60 mph and ramming attackers, in nine schools across three US states. The project, funded with $500,000 in Georgia alone, aims to reduce response times to active shooters but sparks intense debates on safety, ethics, and escalation of violence.

A business professional working on real estate project plans using multiple devices in an office setting.
Inteligencia ArtificialJuly 29, 2026 · 4 min

RAG vs. Agentic RAG: When to Use Each Architecture?

Classic RAG is simple and predictable, but fails on multi-hop queries and divergent vocabulary. Agentic RAG introduces a control loop that dynamically decides how to retrieve information. This analysis compares both architectures and offers practical guidelines for choosing.

Computer screen displaying code with a context menu.
Inteligencia ArtificialJuly 29, 2026 · 4 min

Claude Cowork escapes its cage: Mac file access without permission

A security team got Claude Cowork to escape a Linux VM on Mac and access host system files without restrictions. The attack exploits a patched Linux kernel vulnerability, but Anthropic's response has been to change default execution to the cloud, leaving local mode users exposed.

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Inteligencia ArtificialJuly 29, 2026 · 4 min

Shopify and the Code Paradox: When AI Demands Simplicity

Shopify is redefining its theme architecture to prioritize human readability. This change, paradoxically driven by its AI agents, seeks to eliminate the technical complexity that weighed down the development experience.

Blurred person in front of a digital code projection creating a tech-inspired abstract vibe.
Inteligencia ArtificialJuly 29, 2026 · 5 min

Visa uses Anthropic's AI to hunt bugs in its payment network and releases tool

Visa integrated Anthropic's Mythos system to detect vulnerabilities in its global payment network. The model found chained flaws that traditionally only appear in late-stage penetration tests. Visa released the harness as open source and adopted new remediation metrics.

Man undergoing a dental CT scan with laser alignment in a clinic setting.
Inteligencia ArtificialJuly 29, 2026 · 3 min

In China, AI Rents Faces of Unemployed Actors for $15

In China, actors and models who lost their jobs to AI now rent out their faces for $15 to $700. Platforms like 'Face Licensing' allow micro-drama producers to use hyper-realistic avatars without hiring human actors. Is it a solution or a new form of exploitation?