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Business / Manufacturing & IndustrialPredictive Maintenance with a Six-Month Payback: AI on the Factory Floor
Unplanned downtime remains one of manufacturing's most persistent and expensive problems — and it is now one of the mos
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Business / Financial ServicesFrom PDFs to Profit: The ROI of AI Document Processing in Corporate Lending and Compliance
AI document processing is reshaping corporate lending, KYC, and regulatory reporting — turning thousands of staff-hours
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Business / Government & Public SectorThe Last Mile of Government AI: When the Algorithm Meets the Citizen
Governments that have deployed AI in back-office processing are now confronting a harder problem: what happens when AI-d
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Business / EducationWhy Every Learner Is Now a Cohort of One: The Quiet Personalization of AI Education
The lecture-based, one-pace-fits-all model of education was never efficient — it was just the best the system could affo
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Business / Real Estate & ConstructionThe Appraiser in the Algorithm: How AI Is Repricing Property Before Humans Get There
Automated valuation models have existed for decades, but the combination of satellite imagery, alternative data sources,
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Technology / AI Security & GovernanceI Ran OWASP's LLM Top 10 Against My Own App: The Vulnerabilities That Actually Hit
I systematically tested my RAG-powered support bot against every item in the OWASP LLM Top 10 (2025 edition). Three of t
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Technology / Research & PapersFrom Leaderboard to Latency: I Turned a Research-Grade Model Into a Service and Measured Everything
I took a newly released research model, deployed it in the cloud, and benchmarked real-world latency, cost, and reliabil
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Technology / AI for DevelopersI Replaced Half My Boilerplate With AI: What Actually Stuck After 30 Days of Cursor and Copilot
I ran a month-long experiment building real features with AI coding tools, tracking test coverage, bug rate, and time-to
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Technology / Libraries & FrameworksServing 10 Models on One GPU: I Used vLLM and Hugging Face to Build a Multi-Tenant Inference Layer
I built a gateway that serves several open models via vLLM with routing rules by use case. The H100 benchmarks were bett
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Technology / Data StrategySynthetic Data for LLMs: I Tried It, Here's What Actually Broke
I generated synthetic training data for a support FAQ bot, mixed it with real data, and measured what happened. The qual
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Technology / Research & PapersFrom Attention to Inference: Three Papers That Will Reshape Enterprise AI Architecture in 2026
Academic research usually takes years to reach production—but three recent papers have immediate architectural implicati
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Business / Media & EntertainmentAI in Ad Ops: Measuring the ROI of Automated Targeting and Creative Optimization
The promise of programmatic advertising was efficiency. The reality has often been complexity without prop
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