Tag: artificial intelligence

Artificial Intelligence (AI) and Large Language Models (LLMs)

Artificial Intelligence (AI) and Large Language Models (LLMs) are the trending technologies that are redefining business strategies worldwide. We have now a plethora of tools that can accomplish all the tasks for us. Choosing and customizing the models for your use case is a challenge.

Hardware enabled and customized AI models are enabling users to achieve tasks at a faster rate. ChatGPT, Microsoft CoPilot, Google Gemini, Salesforce ChatAgents, Anthropic Claude, Adobe AI Agent, Github CoPilot, and other tools are enabling users to customize the web responses. Finding resources, analyzing, summarizing, and helping users to decide is the priority for the models. Free versions are enough for routine tasks however paid models with a subscription help you customize the settings and not deviate much from your purpose. Setting the role, intention, tone, specifying the output format, and customizing the responses are some of the favorite options.

Large Language Models (LLMs) are also analyzing the queries in multiple languages and help transcribe the response for the users. Voice queries and avatar based queries are also useful for the users. Helping with the homeworks, analyzing the responses, explaining the concept are similar to having a tutor by your side. Complex math and science concepts, reasoning, and summarizing are useful for the students.

For work purposes, summarizing the documents and creating a response based on the context is a really useful use case. At times, finding a document is a really challenging task and may take several minutes to hours. With the Agents, it is faster to find the relevant documents and then summarize the decision. Image Search and customizing the images is also possible. To customize the report, several tools are also available for the Image creation.

Getting started with AI/ML models are available for users to experiment. Databricks, ChatGPT, Microsoft CoPilot, Adobe Agent, Salesforce Agentforce, Google Gemini, Anthropic Claude Sonnet, and so on are some of the examples. Different tools are also available for data mining such as Orange. With Neuronpedia, you can try models by Steer Models or Search Explanations. Learning how the models think and retraining them is also possible.

More advanced users are using the CoPilots to customize code and fixing the code to latest standards. Customer service chat agents are customizable to solve a ticket at a faster pace and sending relevant resources. With the AI and LLMs are doing everything for the users, the user is responsible for verifying the outputs at every step and confirming yes or no to the chatbot. Specifying the correct training dataset and test dataset are crucial for the success of the LLM.

Work is Worship

Family life balance versus feeding the family versus leaning on.

Finding work is a challenge altogether for the skilled and disabled. Greater challenges exist for the older workforce as well as new graduates. Upskilling, certifications, project experience, community approval, blockchain-type verification of credibility, financial responsibility, and virtual/onsite are some of the considerations for any new hires.

Newer laws of minimum wages are taking into effect to attract verified personnel into the workforce. During these challenging times, lethargy and complacency are getting ridden off and people are always available for work. With a positive attitude and upskilling, there might be opportunities in large cities. Devices and networks are being verified along with the operator using multi-factor and other key signals.

Lateral movements are discouraging new hires, however, project management are deprived of the latest skills and technologies in the market. Middle-level hires contribute to documentation that can be shared across the enterprise and open workforce (thru github). New graduates are equipped with research projects at the universities. With the help of artificial intelligence, digital twins, and pair programming, middle-level technologists with the core domain expertise and the new hires with blazingly fast attitudes are able to create innovations for the clients.

Leaning on new directorial and board-level works for only a few well-off enthusiasts. For technocrats, a few hours per week is suggested as the technologies are always evolving. To explain the technologies to the board room, architects are needed to demonstrate how the features might be helpful to them and the product. Enablers and mentors are often hard to find in the day-to-day life. However, to experiment the ideas and visualize them in a movie, cartoon characters or modern movies might help. 🙂 Learning from the small is expected however, the elevator pitches are mandatory to convince the experienced professionals.

Even at the retirement age, workforce are not thinking of a work-life balance rather toiling on multiple shifts to feed the family. Senior insurance and the other benefits are dependent on the state policies as a result people never retire. Your entire career might be jeopardized with a minor mistake that went unnoticed and you might be downgraded at the time of retirement. Due to the post-retirement benefits dependent on the salary at retirement, senior workforce are looking forward for wage increases.

Unemployment benefits require having a graduate/post-graduate degree as a valid training. However, in the technical fields, the degree/professional programs might not suffice for use in the regular work. Professionals rely on mandatory in-house micro-trainings or several virtual seminars out of work hours. I think, the state need to start recognizing the trainings the candidate has taken for the breadth of skills and expertise needed to tackle the challenges.

Tax dollars spent towards the books and magazines are not itemized and hands-on workshops are getting expensive. Why the average human is penalized for the one percent challenges is beyond comprehension. If the labor is getting paid based on the zip-code, why are they getting the intrusions similar to the popular sites. Physical threats are increasing in the communities at the MidWest level similar to the coasts. However, we are not equipped or have the resources to tackle the violations. We are unable to leave the doors unlocked in a typical MidWest style as there is a greater danger of displacement of qualified workforce.

Work is worship if you have one, otherwise feeding self and paying the bills itself is a nightmare. Loyalty and commitment is expected without returns. 🙂