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ARTIFICIAL INTELLIGENCE

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Since the public release of ChatGPT in December 2022, we at Premtek have been immersing ourselves in the world of generative artificial intelligence.
Our exploration has spurred the development of innovative solutions that harness the power of AI.
These include reading and accessing on-premise file servers and exchange servers through the integration of CoPilot Studio with Microsoft Power Apps, and enhancing security measures by analyzing event logs using Wazuh in tandem with ChatGPT.
Furthermore, we’ve been securing SharePoint environments to prepare for the rollout of CoPilot for Microsoft 365. Our journey into AI continues to expand, paving the way for transformative business applications. Imagine what we can achieve together with these evolving technologies.

Some of the AI engines we are utilizing in 2024:

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CoPilot

CoPilot is a cutting-edge AI tool integrated with Microsoft 365 that enhances productivity and facilitates more efficient workflows across various applications such as Word, Excel, and Outlook. By leveraging advanced machine learning algorithms, CoPilot provides intelligent suggestions, automates routine tasks, and helps users streamline their document creation, data analysis, and communication processes.

CoPilot’s capabilities include drafting emails, generating data visualizations, summarizing documents, and even suggesting edits to improve clarity and conciseness. It acts as an intelligent assistant that understands context and content, offering users not just support but also insights based on the data it processes. This allows users to focus on higher-value tasks by reducing the time spent on repetitive and manual activities.

In essence, CoPilot transforms how professionals interact with their everyday software tools, enhancing productivity and enabling more informed decision-making through AI-driven insights..

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ChatGPT

ChatGPT is an advanced artificial intelligence language model developed by OpenAI. It uses deep learning techniques, particularly a variant of the Transformer architecture, to generate human-like text based on the input it receives.

ChatGPT is trained on a diverse range of internet text, allowing it to understand and generate responses across numerous topics and in various contexts. It can answer questions, provide explanations, participate in conversations, and even simulate specific writing styles. This capability makes ChatGPT a versatile tool for applications ranging from customer service and education to content creation and technical support.

Its design emphasizes understanding and generating natural language, making interactions with it intuitive and accessible for users.

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CoPilot For Microsoft 365

CoPilot for Microsoft 365 is an advanced AI-powered assistant designed to enhance productivity and streamline tasks within the Microsoft 365 suite, including Word, Excel, PowerPoint, and Outlook.
This tool uses artificial intelligence to understand context and user intent, providing relevant suggestions and automated actions that help users more efficiently create documents, manage emails, analyze data, and prepare presentations.

Key features of CoPilot for Microsoft 365 include:

Smart Compose and Editing: It offers real-time suggestions to improve writing quality in Word, helps structure emails more effectively in Outlook, and assists in creating impactful PowerPoint presentations with design and content recommendations.

Data Analysis and Visualization: In Excel, CoPilot can automatically generate complex data visualizations, perform trend analysis, and suggest best-fit formulas based on the dataset provided.

Time Management and Organization: Within Outlook, it helps organize and prioritize emails, manage calendar events, and even suggest replies based on the content of received messages

CoPilot for Microsoft 365 aims to reduce the cognitive load on users, automating routine tasks and enabling them to focus on more strategic activities. This integration of AI into everyday software tools represents a significant step forward in enhancing workplace productivity and decision-making efficiency

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Google BERT (Gemini)

(Bidirectional Encoder Representations from Transformers) is a groundbreaking model in the field of natural language processing (NLP) introduced by Google in 2018. BERT is designed to help computers understand the meaning of ambiguous language in text by using the surrounding text to establish context.

The BERT model is pre-trained on a large corpus of text and then fine-tuned for specific tasks like question answering, sentiment analysis, and language translation.

Key features of BERT include:

Bidirectional Training: Unlike previous models that read text input sequentially (either left-to-right or right-to-left), BERT reads text in both directions simultaneously. This allows the model to understand context more effectively, which is crucial for handling nuances in language.

Transformer Architecture: BERT is based on the transformer, an attention mechanism that learns contextual relations between words (or sub-words) in a text. Instead of focusing on a single direction of context, the transformer allows BERT to consider the full context of a word by looking at the words that come before and after it.

BERT has been a significant breakthrough in the AI field and has led to improvements in the efficiency and accuracy of various natural language processing tasks. It is widely used in Google products, such as Google Search, to understand user queries better

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Perplexity AI

Perplexity AI is a question-answering AI designed to provide users with direct answers to their queries by leveraging a large language model similar to those used by OpenAI. It operates by understanding and processing natural language inputs and then generating relevant, concise, and informative responses. The core strength of Perplexity AI lies in its ability to handle a broad range of questions, providing answers that are not just accurate but also contextually aware.

Key features of Perplexity AI include:

Natural Language Understanding: The system is built to interpret complex queries, making sense of nuanced language to provide accurate answers.

Broad Knowledge Base: Utilizes a comprehensive dataset for training, allowing it to answer questions across various domains and topics.

User-Friendly Interface: Designed to be straightforward and accessible, making it easy for users to input questions and receive information without navigating complex procedures.

Perplexity AI is part of a growing field of AI that focuses on enhancing the accessibility and reliability of information retrieval through natural language interactions, making it a valuable tool for educational, research, and general information-seeking purposes

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Claude

“Claude” by Anthropic is an artificial intelligence language model designed to be a competitor and alternative to models like OpenAI’s ChatGPT. Anthropic, a company founded by former OpenAI employees, developed Claude with a focus on safety and understandability in its interactions. Claude is based on the principles of AI alignment, aiming to create AI systems that are steerable and interpret human intentions accurately.

Key features of Claude include:

Steerability: Claude is designed to follow specific instructions or align with desired behaviors, making it adaptable to various use cases and ethical guidelines.

Transparency and Safety: Anthropic emphasizes creating models that are predictable and safe, reducing the likelihood of harmful outputs.

User-Friendly Conversational Abilities: Claude excels in generating human-like text responses, making it suitable for a wide range of applications in customer service, content creation, and more.

Overall, Claude aims to push the boundaries of what conversational AI can do while prioritizing safety and alignment with human values, reflecting Anthropic’s commitment to responsible AI development

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