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NEWS DATA BLOG EXPERT NLP SOLUTIONS ARTIFICIAL INTELLIGENCE BRAINSANDBOTS

Tokens are the new coal… for “Captive AI”?

Yes, tokens can be the new, cheap coal, but Sovereign AI cannot be built on captive consumption.

Palantir's CTO Shyam Sankar declared on the Q1 2026 earnings call that "tokens are the new coal" and "AIP is the train. It is a clever soundbite,...

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DATA BLOG EXPERT NLP SOLUTIONS ARTIFICIAL INTELLIGENCE

Best AI Training Data Providers in 2026

AI Training Data

The best AI training data provider depends on the system being built. Appen is a strong fit for large global data collection, Toloka for RLHF and evaluation workflows, LXT for localisation-heavy multilingual projects, and...

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NEWS DATA BLOG EXPERT NLP SOLUTIONS MACHINE TRANSLATION ARTIFICIAL INTELLIGENCE LANGUAGES

How accurate is Arabic machine translation for enterprise use?

Arabic machine translation is accurate enough for some tasks and unreliable for others. The difference is not the model. It is the structure of the language and the context in which it is used.

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