Future AGI vs. Gemini Enterprise Agent Platform

In my regular activity, Vertex AI is missing some of the True Positive Alerts due to the ML training and needs to train more data sets, after it has reduced the false positives. To find the Zero day Vulnerability it has low accuracy and sometimes it misses the true positives. Once we have trained with the large data set, it came up with good results.

Incentivized

• Vertex AI comes with support for LOTs of LLMs out of the box
• MLOps tools are available that help to standardize operational aspects
• Document AI is an out of the box feature that works just perfectly for our use cases of automating lots to tedious data extraction tasks from images as well as papers

Incentivized

• Customization of AutoML models - A must needed capability to be able to tweak hyperparameters and also working with different models
• Model Explainability -Providing more comprehensive explanations about how models are utilizing features could be very beneficial
• Model versioning and experiments tracking - Enhancing the versioning capability could be good for end users

Incentivized

It's not always instant, but understandable when it's under heavy load. It's not impressive nor disappointing, just what is expected. But when calling this platform through API's for it to do the actions requested there is minimal delay and wait time. It feels very responsive and quick when integrating it with a call center chat platform for example.

Incentivized

we evaluating Vertex AI. we also considered several ML platforms that provide same capabilities for building and training, and deploying ML models. The main alternatives we evaluated were anti gravity Azure Machine Learning, and to a lesser extent open-source ML-Ops such as Kubeflow, very flexible and highly combustible, full customisation on cloud. we used chatgpt and claud AI ML, model also we observed many changes Vertex AI will be differ from this. we used all the products but Vertex AI will be differ on the ML model training and deployment.

Incentivized

• It has helped speed up the process of getting the exact image we need for our various marketing initiatives.
• Images are stored in our Google Cloud, which we use in our business anyways (makes it super easy to find/share)
• Google's security is always top notch. Even though it's just images, we still need the confidentiality of our creations.

Incentivized