TheVortiq

The Future of AI, Automation & Digital Innovation

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

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Inteligencia ArtificialJuly 23, 2026 · 5 min

Karp predicts AI will make him 20 times richer and double average wages

Alex Karp, CEO of Palantir, estimates that artificial intelligence will multiply his fortune by 20 (to nearly $300 billion), while middle-class workers will barely double their wages in a decade. The statement, made in an interview, has reignited the debate over AI-driven inequality.

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Inteligencia ArtificialJuly 23, 2026 · 6 min

Yann LeCun Launches AMI Labs with Elite Team: The New AI Giant

Yann LeCun, Turing Award winner and father of deep learning, has co-founded AMI Labs with an elite team of researchers from Meta, Google, and OpenAI. The startup, still in stealth mode, aims to develop a new generation of AI systems with advanced reasoning and autonomous learning capabilities, challenging the current paradigm of large language models.

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Inteligencia ArtificialJuly 23, 2026 · 4 min

NTT DATA reduces incident analysis to 30 minutes with OpenAI's Codex

NTT DATA Group has deployed OpenAI's ChatGPT Enterprise and Codex to automate workflows for 9,000 employees, slashing IT incident analysis from hours to just 30 minutes. This real-world use case demonstrates the potential of generative AI in critical enterprise environments.

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Inteligencia ArtificialJuly 23, 2026 · 5 min

Google Faces Negative Cash Flow Due to Massive AI Spending

Google recorded negative free cash flow for the first time in its history, due to massive investment in artificial intelligence. This strategic move raises questions about financial sustainability and the company's future in the AI market.

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Inteligencia ArtificialJuly 23, 2026 · 5 min

Open AI Models: The New Risk of Sandbox Escapes and Automated Hacking

Thomas Ptacek, a renowned cybersecurity expert, states that with a 2025 open-weight model and a pentesting harness, sandbox escapes and hacking of most networks could be automated. The claim, cited by Simon Willison, underscores that the threat does not require frontier models but is within reach of already available technology.

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Inteligencia ArtificialJuly 23, 2026 · 4 min

432 CVEs in Two Days: Linux Kernel Collapses Under AI Reports

The Linux kernel team published 432 CVEs in just two days, an unprecedented volume that has raised alarms among system administrators. The cause points to a flood of AI-generated bug reports, which according to Linus Torvalds himself have made the security mailing list "almost unmanageable." Experts like Jan Schaumann (Akamai) and Greg Kroah-Hartman debate whether the solution lies in automating updates or rethinking the CVE system.

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Inteligencia ArtificialJuly 23, 2026 · 6 min

Oracle faces $7 billion guarantee for AI data center energy

Oracle has revealed it needs a $7 billion guarantee to secure electricity for its Lighthouse Campus data center in Wisconsin. This case highlights the growing energy and financial challenges major tech companies face in the AI race.

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Inteligencia ArtificialJuly 22, 2026 · 5 min

RAG Doesn't Fix Bad Data: The Cleanup Trap

The 'Cleanup Trap' is the false belief that RAG's retrieval layer can compensate for fragmented and inconsistent data. Without a solid data foundation, models hallucinate, expose unauthorized contexts, and fail to deliver value. The solution: real-time validation and zero-trust architectures.

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Inteligencia ArtificialJuly 22, 2026 · 4 min

AMD invests $5 billion in Anthropic to boost AI infrastructure

AMD and Anthropic have announced an investment of up to $5 billion to deploy AI infrastructure based on Instinct MI450 GPUs. The agreement, which includes 2 GW of capacity, marks a milestone in AMD's strategy to compete with NVIDIA and strengthens Anthropic's position as a key player in the AI ecosystem.