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Shikhar Jha1d ago • 2 min read
When Identity Breaks and Consent Arrives Late — Systems Still Run, But Signals Lose Meaning
Modern digital systems depend on signals to represent reality. But not all signals carry the same.....
#softwareengineering#systemdesign#datagovernance#architecture
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Shikhar Jha19h ago • 2 min read
Signal Integrity as a System-Level Design Requirement
Modern digital systems rarely fail abruptly. They degrade. And in many cases, this degradation...
#systemdesign#architecture#datagovernance#softwareengineering
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![Data Poisoning by Insiders: Why Employees Are Deliberately Sabotaging Corporate AI [2026]](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fshlnj83fijfvh26g2h7z.png)
Kunal4d ago • 7 min read
Data Poisoning by Insiders: Why Employees Are Deliberately Sabotaging Corporate AI [2026]
Your biggest AI security threat isn't hackers. It's the employee with commit access to your training...
#aisafety#datapoisoning#insiderthreat#datagovernance
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Hello Arisyn3d ago • 4 min read
The Missing Layer in Your Data Stack Why Semantic Intelligence Matters More Than Another BI Tool
You’ve invested in the data warehouse. You’ve wired up the pipelines. You’ve licensed the BI...
#dataengineering#semanticlayer#datagovernance#naturallanguagequery
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