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The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark
a question that keeps coming up in payments work: can an LLM agent replace a gradient-boosted scorer on the synchronous payment authorization path? The question…
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Beyond the Straight Line: Choosing Between OLS, Interaction Terms, and Tweedie Regression
a machine learning model to predict how much money customers will spend…
3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal
agents using three different LLMs. You have one ancient GPU and you…
Letting an LLM Pick the Right RAG Page: The Arbiter Pattern at the End of Retrieval
of Enterprise Document Intelligence, a series that builds an enterprise RAG system…
Baidu Releases Unlimited OCR, a 3B Model That Keeps the KV Cache Flat for Long-Document Parsing
Most end-to-end OCR models slow down as output grows. Each generated token…
Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead
we developed a text-to-SQL application. It was a simple one-agent architecture that…
Gradium Launches stt-translate and s2s-translate, Real-Time Speech Translation Models Beating gpt-realtime-translate on Accuracy and Latency
Gradium today released two real-time speech translation models: stt-translate and s2s-translate. Both…
Your First Task as a Data Engineer in a New Company? Make the ETL Pipeline Testable
joining a new company as a data engineer. You inherit quite a…
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