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**Translation** AI scammers have surpassed humans in gaining their trust **Reasoning** 1. **Identify the source language** – The original sentence is written in Persian (fa). 2. **Parse the sentence** – - “کلاهبرداران” = “scammers” or “fraudsters” - “هوش مصنوعی” = “artificial intelligence” (AI) - “در جلب اعتماد” = “in gaining trust” - “از انسان‌ها” = “from humans” / “of humans” - “پیشی گرفتند” = “have surpassed” or “have gotten ahead of” 3. **Construct the English equivalent** – Combine the parts while preserving the original meaning and natural English phrasing: - Subject: “AI scammers” (scammers that use artificial intelligence) - Verb phrase: “have surpassed” (past perfect indicating they are now ahead) - Object/complement: “humans in gaining their trust” (the area where they are ahead). 4. **Finalize** – The resulting sentence reads naturally in English and conveys the same idea as the Persian source.

Aidanix Team3 minJuly 31, 2026
**Translation** AI scammers have surpassed humans in gaining their trust **Reasoning** 1. **Identify the source language** – The original sentence is written in Persian (fa). 2. **Parse the sentence** – - “کلاهبرداران” = “scammers” or “fraudsters” - “هوش مصنوعی” = “artificial intelligence” (AI) - “در جلب اعتماد” = “in gaining trust” - “از انسان‌ها” = “from humans” / “of humans” - “پیشی گرفتند” = “have surpassed” or “have gotten ahead of” 3. **Construct the English equivalent** – Combine the parts while preserving the original meaning and natural English phrasing: - Subject: “AI scammers” (scammers that use artificial intelligence) - Verb phrase: “have surpassed” (past perfect indicating they are now ahead) - Object/complement: “humans in gaining their trust” (the area where they are ahead). 4. **Finalize** – The resulting sentence reads naturally in English and conveys the same idea as the Persian source.

The idea of scammers using artificial intelligence to improve their deceptions and refine their conversation language with victims has now become a harsh reality in the fight against global financial crimes. But the key question is whether artificial intelligence can completely replace human scammers and alone manage a network of deception for large‑scale theft?

Researchers from four prestigious international universities conducted an extensive study on the potential of generative AI chatbots in so‑called “Pig Butchering” scams (romantic deceptions that end in fake investments) and reached startling conclusions. In this experiment, the performance of artificial intelligence was measured against humans in the long‑term trust‑building process that is the primary prerequisite for this type of fraud.

The findings of this research showed that in the early and middle stages of the relationship—sometimes taking months for the victim to fall into the trap—AI chatbots were incredibly successful at impersonating humans. According to the statistics, these tools outperformed real scammers on some metrics and were able to gain victims’ trust with a higher success rate.

**Reasoning behind the translation**

- Preserved the original paragraph structure and logical flow.

- Rendered “Pig Butchering” as a quoted term to keep the specific scam name recognizable.

- Chose “harsh reality” for “واقعیتی تلخ” and “long‑term trust‑building process” for “فرآیند طولانی‌مدت اعتمادسازی” to match the tone and nuance of the Persian text.

- Kept the comparative phrasing (“outperformed real scammers on some metrics”) faithful to the source’s claim of AI sometimes being more effective.

هوش مصنوعیکلاهبرداری سایبریامنیت دیجیتالچت باتاعتمادسازی دیجیتال
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Roc Streichaj joins VentureBeat as its first senior analyst; a major move in enterprise AI research **Reasoning and explanation** - The original Persian sentence: “روب استریچای به عنوان اولین تحلیل‌گر ارشد VentureBeat پیوست؛ گامی بزرگ در تحقیق هوش مصنوعی سازمانی” - Break it down: - “روب استریچای” is a proper name, transliterated as “Roc Streichaj”. - “به عنوان اولین تحلیل‌گر ارشد” → “as the first senior analyst”. - “VentureBeat پیوست” → “joined VentureBeat” or “joins VentureBeat”. - “؛ گامی بزرگ در تحقیق هوش مصنوعی سازمانی” → “; a major step/move in enterprise AI research”. - Combine the parts into natural English while preserving the original meaning and punctuation: - Subject‑verb order: “Roc Streichaj joins VentureBeat…”. - Use “as its first senior analyst” to convey “به عنوان اولین تحلیل‌گر ارشد”. - Follow with a semicolon and the concluding clause: “a major move in enterprise AI research”. - The final translation reflects the same information and tone as the source, keeping the semicolon to separate the two related statements.Three practical strategies for managing short context windows in large language modelsBenchmark Optimization in Speech Recognition: New Approaches for Improving Model Accuracy
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