TheVortiq

Inteligencia Artificial

Modelos, agentes, investigación y negocio de la IA.

a close up of a bunch of wires in a rack
Inteligencia ArtificialJuly 6, 2026 · 6 min

Time to First Token: The New Metric Redefining Data Centers

The rise of generative AI has shifted the focus of data centers: raw computing power is no longer enough; the speed to bring entire clusters online — the 'time to token' — has become the decisive metric. This shift demands integrated orchestration of power, cooling, and hardware, with massive economic and operational implications.

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Inteligencia ArtificialJuly 6, 2026 · 5 min

ElevenLabs reaches $22 billion valuation in possible stock sale

ElevenLabs, the AI voice cloning startup, is in talks for an employee stock purchase offer that would value it at $22 billion, nearly double its February 2025 funding round. The news, reported by Bloomberg and picked up by The Next Web, underscores the company's meteoric rise and growing investor interest in AI-powered audio.

Close-up of server cooling fans in a vibrant data center.
Inteligencia ArtificialJuly 6, 2026 · 3 min

Meta sells cloud AI capacity: a strategic shift

Meta is building a cloud computing business to rent out excess capacity from its AI data centers. The initiative includes offering access to its Muse Spark model and raw GPU power, aiming to diversify revenue beyond advertising.

a bunch of wires that are connected to a server
Inteligencia ArtificialJuly 6, 2026 · 4 min

Hugging Face Revamps Its Kernels: More Speed and Efficiency in AI

Hugging Face has released a major update to its kernels, optimizing key operations like attention and normalization. This translates to faster training, lower memory consumption, and better support for recent hardware, solidifying its platform as a reference in AI.

An Asian child interacts with a humanoid robot indoors, embracing innovation and play.
Inteligencia ArtificialJuly 5, 2026 · 5 min

Realbotix M-Series Humanoid Robot Teaches at New York High School

The Salamanca City Central School District in New York has launched a pilot program using the Realbotix M-Series humanoid robot and the Optio tutoring platform. The robot, equipped with conversational AI and facial expressions, will act as an assistant in robotics and AI classes, while Optio provides 24/7 personalized tutoring. The project starts with high school students and could expand to 500 students by fall 2026.

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Inteligencia ArtificialJuly 5, 2026 · 3 min

Microsoft Helped FBI Arrest Scattered Spider Hacker Using Unique Windows Identifier

The collaboration between Microsoft and the FBI led to the arrest of Peter Stokes, an alleged member of Scattered Spider, thanks to the Global Device Identifier (GDID) of Windows 11. The case reveals how Microsoft's telemetry becomes a criminal investigation tool, but also raises privacy questions.

a computer circuit board with a brain on it
Inteligencia ArtificialJuly 5, 2026 · 6 min

Hon Hai sales surge 40% on AI server boom

Hon Hai (Foxconn) reported a 40% increase in quarterly sales, beating expectations, thanks to strong demand for AI servers. AI rack shipments will continue their momentum this quarter, solidifying the company as a key player in Nvidia's supply chain.

Exterior of stylish classic styled mansion with forged fence and elegant street lamps surrounded by lush green trees in daytime
Inteligencia ArtificialJuly 5, 2026 · 4 min

Singapore Seizes Mansion for Smuggling Nvidia GPUs to China

Singapore authorities seized a $42 million mansion and froze bank accounts of suspects accused of smuggling Nvidia GPUs to China, evading U.S. export restrictions. The case, linked to the DeepSeek investigation, reveals how Singapore was used as a transit point to bypass sanctions.

building photography
Inteligencia ArtificialJuly 5, 2026 · 4 min

Nvidia tokenizes cloud revenue: new model or financial risk?

Nvidia has launched a business model where, in addition to selling hardware, it receives a percentage of revenue generated by its AI cloud customers. In return, it offers credit tokens and financial support to startups with limited capital. The first partners are Sharon AI and Firmus Technologies.

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Inteligencia ArtificialJuly 5, 2026 · 5 min

OpenAI proposes that AI companies give equity stake to the U.S. government

According to the Financial Times, OpenAI is pushing a proposal in which leading artificial intelligence companies would cede a 5% equity stake to the U.S. government. The move aims to share the benefits and risks of AI at the national level, but raises doubts about its feasibility and potential conflicts of interest.