Yes, AI can turn garbage data into gold. All you need is…well, garbage! Today, AI algorithms are becoming easier to interface with. However, the challenge lies not in the algorithms themselves, but in the inadequate data that makes them underperform. Interestingly, most businesses lack the data necessary to do anything meaningful with AI. Some do […]
Gen AI hallucination is in a way represents human intelligence. Why hallucination happens? Insufficient or Biased Data training Overfitting – data variance deprivation Complex Input Patterns – In simple words, a complex, unpredictable input/question to the model. It’s like how some of us would have attended the school/college exams without enough preparation. Model limitation and […]
The only thing AI or machine learning algos can do better than humans or existing technology is processing volumes of data. Otherwise, AI can be equally inefficient in accuracy (probably a bit better). In case we expect to have 100% accuracy, then that’s the fault on our side. In case a system can do that, […]
* Can AI predict everything?* Are we expecting AI to predict everything?* If everything is predicted, is that AI?* If AI couldn’t predict 100% then what/who will make the decision?* Won’t be bothering if AI says a % of confirmation and leaves the remaining to the human to decide? #AI #engineeringleadership
I thought AI would learn human? If the humans needs to learn prompt engineering to use LLMs then aren’t we – the humans are learning the so called AI? 😂 #AI #llm #softwareengineering
Trust me AI is not for everyone. Finding an algo is age old thing and there are plenty at disposal BUT getting trained your model with right set of data is one heck of thing and NOT for everyone (I meant the businesses who try to implement) Even the biggies are struggling to keep it […]
There are many interesting stuff to note but the GPT store is a one of the most interesting one that stands out. I like the fact of how OpenAI as a company being shaped up. It’s the way how they are planning to have multiple revenue streams. This is very important step for any product/company. […]
It becomes tiresome to see InsurTech still focusing on ‘Quote to Buy’ as an innovative use case. This topic is becoming overcooked. There’s no harm in shamelessly adopting what works for others, replicating it, and moving on. There are plenty of other use cases in the ecosystem that merit attention. Indeed, the real value lies […]
Any change in leadership will always have a significant impact on an organization, which can be positive or negative. However, there will be an immediate slowdown for at least a few weeks to months, mostly months and that’s depending on the new leader. Regardless of the new leader’s strengths, it will take time for the […]
Insurance claims are escalating, and while inflation is often cited as the primary cause, it’s not the only factor at play. Underwriting presents considerable challenges, requiring a balance between reliance on empirical data and the ability to predict future events. This is particularly true in property and casualty insurance, where foreseeing the future is exceptionally […]