This time, it will not be the AI winters we saw in the 1970s and 1990s, but a human winter, where the very relevance of human effort is being called into question. There is an irony inherent in this- developments in AI started to gain a strong momentum when an approach, modelled on the workings of the human brain, was adopted. This is now expected to make us obsolete! Further, as the discourse about the need for us to change and adapt to the new reality continues to gain momentum, I want to make the case that it is not so much by changing, but by staying true to what makes us human, that we will ride the AI wave; in fact, the success or failure of AI will depend on how human we remain.
This time, it will not be the AI winters we saw in the 1970s and 1990s, but a human winter, where the very relevance of human effort is being called into question. There is an irony inherent in this- developments in AI started to gain a strong momentum when an approach, modelled on the workings of the human brain, was adopted. This is now expected to make us obsolete! Further, as the discourse about the need for us to change and adapt to the new reality continues to gain momentum, I want to make the case that it is not so much by changing, but by staying true to what makes us human, that we will ride the AI wave; in fact, the success or failure of AI will depend on how human we remain.
Bad ads create bad experiences for consumers and negatively impact your brand. It is critical to know what creative element or pattern can help drive brand performance and direct response. However, creative A/B tests or lab tests with facial expression analysis are expensive and not scalable. In this research, we used Google Cloud APIs to compute thousands of features from large creative samples to conduct creative meta-analysis. We added those features from machine learning and computer vision with human encoding elements.
We know emotions play an important role in consumer decision making but how do we access them at scale? SKIM and J&J teamed up to investigate!
We know emotions play an important role in consumer decision making but how do we access them at scale? SKIM and J&J teamed up to investigate!
This paper intends to uncover a little regarding what AI is doing and how as consultants, researchers, marketers and sales practitioners, we can take advantage of AI to help augment our intelligence- working ability- and move our own as well as our clients' business forward, more profitably.
Get to your customer truth with automated video highlights.
Get to your customer truth with automated video highlights.
Recognising innovation opportunities based on customer needs online is labor intensive, as user-generated content grows exponentially. Machine learning takes the insight process to a new level by utilising machine's and human's individual strengths. In the following, we are sharing our leanings from a project that allowed a direct comparison between human-driven and machine-driven approaches in qualitative research: classic Netnography conducted by researchers versus machine-enabled research supported by algorithms.
Recognizing innovation opportunities based on customer needs online is labor intensive, as user-generated content grows exponentially. Machine learning takes the insight process to a new level by utilizing machine's and human's individual strengths.