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News
At Instacart, Hybrid AI Solves The Stubborn AI Reliability Problem
1+ week, 5+ day ago (437+ words) Like many AI systems, Instacart’s product-replacement system needs to gauge its own confidence in order to turn predictions into actions. AI takes on complex tasks that are impossible to solve perfectly. In fact, that may be as good a definition…...
When AI Can Provide The Answer, People Still Value Discovery
1+ week, 5+ day ago (490+ words) For most of human history, wanting to know something required effort. You had to ask someone, read, experiment, investigate, compare sources, make mistakes, or sit with a problem long enough to make sense of it. Generative AI can compress much…...
When Precedent Has No Citation: Filevine’s Semantic Citator
1+ week, 5+ day ago (328+ words) These two giants in legal tech now have a new competitor. Filevine’s LOIS, or “legal operating intelligence system," can find semantic similarities even if a particular case is not cited by another court, focusing on the underlying reasoning rather than…...
The Operating System Behind Every MSP That Becomes An MVP
2+ week, 6+ day ago (691+ words) Most clients no longer evaluate managed service providers purely on technical capability. They assume you can manage tickets, deploy tools, and keep systems running. Those fundamentals still matter, but they no longer create meaningful differentiation on their own. What separates…...
AI Sandboxes That Intentionally Let AI Go Wild During Testing Can Badly Backfire
3+ week, 5+ day ago (963+ words) In today’s column, I examine an emerging trend associated with AI sandboxes that some might say is not only disconcerting but outright dangerous. First, an AI sandbox is a specialized computer server environment designed to test new AI models. Second,…...
AI Visibility Numbers Are Unreliable. Measure Them Anyway.
3+ week, 5+ day ago (594+ words) Two things about generative engine optimization are true at the same time. The measurement underneath it is unreliable enough that most of the numbers being reported to boards this year would not survive a statistics review. And the brands waiting…...
Is GitHub Down? Here’s What To Know
3+ week, 5+ day ago (193+ words) GitHub, the developer platform widely used for coding, says it is showing “strong signs of recovery” after implementing a fix for status issues that have caused outages throughout the morning, though it says it is still working to completely restore…...