Embedding Inversion
AI will consume more resources with more variability, which increases both reserved and on-demand resources costs. Let’s look at tactics you can use to manage the new costs.
Data Poisoning
AI systems are at risk of being trained to produce specific, bad responses. In this topic, we examine this risk and what you can do about it.
Data Leakage
AI is increasing the risk that data leaks will occur. Let’s take a look at how AI increases the risk of data leaks and what you can do about it.
Rapid Prototyping
AI is accelerating the way that user experience designs are validated. Let’s take a look at how AI is improving the speed and confidence of design work prior to implementation.
Edge Processing
Processing information where it is captured is a design pattern called edge processing that can affect costs by increasing power consumption while decreasing data movement.
Reserved vs On-Demand Costs
AI will consume more resources with more variability, which increases both reserved and on-demand resources costs. Let’s look at tactics you can use to manage the new costs.
Storage Costs
AI needs faster access to much larger data sets, which increases storage costs. Let’s look at tactics you can use to manage the new costs.
About The Podcasts
An introduction to the podcast series, what to expect and who the podcasts are for. Also a quick note on why it’s not an audiobook.