News

Chinese-Language PhaaS: Real-Time Interception and Digital Wallet Exploitation

Chinese-language PhaaS operators have moved from static password harvesting to real-time interception of OTPs and digital wallet tokenization, enabling direct financial control. Using encrypted channels like RCS and iMessage, along with AI-generated pages, they bypass traditional defenses. Defenders must adopt FIDO2/WebAuthn and risk-based verification during wallet provisioning.

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Specialization Beats Scale: A Strategic Variable Most AI Procurement Decisions Overlook

This article challenges the enterprise AI procurement default by showing a 3-billion-parameter specialized model beating every commercial frontier API on quality, cost, and production stability in a measured OCR benchmark. The decisive variable was not parameter count but how close the model's training history was to the deployment task.

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Introducing the Ettin Reranker Family

The Ettin Reranker family introduces six state-of-the-art cross-encoders trained via distillation from mxbai-rerank-large-v2, delivering higher accuracy and faster throughput than existing rerankers across sizes from 17M to 1B parameters. Built on ModernBERT with a modular architecture enabling unpadded Flash Attention 2, these models are released under Apache 2.0 along with training data and script.

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