Data Science and Governance – Pagina 3

Revolutionizing Realities: how AI’s leap with ChatGPT’s Turing triumph and how new AIs for visual world creation redefine Human Experience

Massimo2024-02-260393 views

In the latest advancements, artificial intelligence has reached new heights with ChatGPT-4 passing the Turing Test, illustrating AI’s ability to mimic human-like behaviors and decision-making. Concurrently, OpenAI’s Sora has emerged, transforming textual prompts into photorealistic videos, pushing the boundaries of AI’s creative potential. These developments underscore the critical need for ethical frameworks in AI, addressing concerns such as misuse, intellectual property, and the impact on creativity. The rapid evolution of AI technologies like ChatGPT-4 and Sora highlights both the transformative possibilities and the ethical challenges that accompany the blurring of lines between human and machine intelligence.

Implementing SparseGPT for efficient Pruning of Language Models on AWS

Massimo2024-02-090298 views

Explore the innovative implementation of SparseGPT on AWS for pruning massive GPT models efficiently. Discover how this technique retains high accuracy while significantly reducing computational demands.

Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding

Massimo2024-02-030384 views

This excerpt introduces meta-prompting, a novel scaffolding technique to enhance language models by enabling them to function as both orchestrators and specialists. It leverages high-level directives for decomposing complex tasks into simpler subtasks, tackled by expert instances of the same model under specific instructions. This method transforms a single language model into a multi-functional entity, capable of conducting integrated, expert-level analyses and generating refined outcomes. Meta-prompting’s task-agnostic framework simplifies user interactions and incorporates external tools like Python interpreters, significantly improving task performance. Research with GPT-4 demonstrates its effectiveness, showing a marked performance improvement over traditional prompting methods.

Harnessing Soft Prompts in AWS for advanced AI Applications: emulating skin behaviour with Transformers

Massimo2024-01-040243 views

Explore the transformative potential of soft prompts in AWS for niche AI applications like emulating skin behaviour. Learn to set up, integrate, and train models with precise, context-driven responses using GPT-2.

Gemini outperforms ChatGPT 4. Another step ahead versus the Artificial General Intelligence

Massimo2023-12-070421 views

Gemini, the new AI model from Google, was developed using Jax and TPUs, with its architecture showing similarities to DeepMind’s Flamigo, featuring separate text and vision encoders. Gemini Pro’s performance is on par with GPT-3.5, while Gemini Ultra outperforms GPT-4, marking a significant advancement in AI capabilities. The introduction of Nano-1 and Nano-2, designed for on-device operation, adds an intriguing dimension to Gemini’s versatility and potential applications.

A Topic Modeling System to categorize large volumes of scientific research

Massimo2023-12-020374 views

In the pharmaceutical and heatlh industry, research and development (R&D) is a pivotal area where innovation drives progress. One of the challenges in R&D is the efficient analysis and interpretation of vast amounts of unstructured data, such as research papers, patents, and lab reports. Topic modeling, a machine learning technique, can be leveraged to unearth hidden themes in such textual data, providing valuable insights for chemical compound research.

Speaker at “Young Executives Committee YEX” in collaboration with the Camera di Commercio Italiana per la Svizzera

Massimo2023-10-150650 views

In a groundbreaking presentation scheduled for the 28th of November, 2023, at the forthcoming Young Executives Committee (YEX) meeting in Zurich, Switzerland, Massimo Buonaiuto, a distinguished international speaker and a Principal Scientist with a rich background in data science and AI innovation, will delve into the transformative impacts of Generative AI on society and the workplace. Hosted in collaboration with the Camera di Commercio Italiana per la Svizzera (CCIS), this session, titled “This Time is Different: the Revolution of ChatGPT in Our Society and at Our Workplace,” promises to shed light on the dual-edged influence of ChatGPT.

Fairness, Transparency, and Accountability (FTA) in navigating Ethical Quagmires in AI Chatbot Governance

Massimo2023-10-070525 views

As AI chatbots advance towards human-like interactions, the urgency for robust ethical frameworks intensifies, exposing the inadequacies of current governance mechanisms. The concept of AI constitutions, while pioneering, remains aspirational, with existing guidelines lacking the comprehensiveness to mitigate potential abuses effectively. The reliance on Reinforcement Learning by Human Feedback (RLHF) is fundamentally flawed, failing to offer a nuanced ethical compass or transparency in decision-making. Furthermore, the so-called AI guardrails demonstrate vulnerability, easily bypassed by trivial manipulations. This scenario underscores the critical need for a dynamic, interdisciplinary approach to AI governance, incorporating diverse perspectives beyond the technological realm to navigate the ethical complexities inherent in AI development and deployment.

Speaker at “World Smart Bioprocessing Summit – Pharma 4.0”, 27th – 29th September 2023 in Berlin, Germany

Massimo2023-09-180636 views

In an insightful presentation at the “World Smart Bioprocessing Summit – Pharma 4.0,”. This summit serves as a crucial platform for sharing advances and fostering innovation within the Pharma & Biopharmaceutical Manufacturing community. The role of data management in the context of AI.

Speaker at “Strategy Day Cybersecurity” – 28/09/2023 Zurich, Switzerland

Massimo2023-09-010724 views

In today’s digital landscape, generative AI, including tools like ChatGPT, presents both opportunities and threats to cybersecurity. Cybercriminals can misuse AI chatbots for sophisticated phishing and social engineering attacks, tricking users into divulging sensitive information. This speech explores how AI amplifies cyber risks, the dangers of fake support chatbots, and practical steps for IT professionals to strengthen security measures. By understanding these new threats, we can better protect systems, data, and users from the dark side of AI-driven cyber threats.

Unveiling the intricacies of Hashtag Sense Clustering Based on Temporal Similarity for a marketing campaign of a big coffee Company

Massimo2023-07-170305 views

In the ever-evolving world of social media, hashtags have become a cornerstone in shaping digital conversations. They are not just mere labels but are pivotal in categorizing and identifying the pulse of social narratives. However, with this utility comes a challenge: the dynamic and polysemous nature of hashtags. This complexity is where the innovative approach of “Hashtag Sense Clustering Based on Temporal Similarity” comes into play. The challenges of hashtags in Twitter (X) Traditionally, hashtags have been used as simple markers to categorize posts or as symbols of community affiliation. But their usage varies greatly, often leading to ambiguity. The same hashtag can represent different topics at different times, and conversely, various hashtags can denote the same subject. This polymorphic nature, coupled…

Exploring Skill Biased Technological Change, Routinization, and the Impact of AI on the Job Market

Massimo2023-05-300457 views

The exploration of Skill Biased Technological Change (SBTC) and Routinization in the context of artificial intelligence (AI) reveals a nuanced impact on the job market. SBTC highlights the increasing demand for high-skilled labor as technology advances, while Routinization underlines the susceptibility of routine tasks to automation, potentially displacing jobs. However, AI also fosters new opportunities, necessitating skills that complement technological capabilities, such as data analysis, creativity, and complex problem-solving.