Artificial Intelligence

Understanding the Evolution of Large Language Models Amid Complexity, Advanced Functions, and Multimodal Perspectives

6 ore faTempo di lettura: 11 min

Understanding the Evolution of Large Language Models Amid Complexity, Advanced Functions, and Multimodal Perspectives

Large Language Models: from Transformers to multimodal LLMs, progress and challenges include ethics, efficiency, and sustainability.

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A Look at the Evolution and Impact of AI Agents

Andrea Viliotti

10 ore faTempo di lettura: 9 min

Artificial Intelligence

A Look at the Evolution and Impact of AI Agents

AI agents evolve towards autonomy, requiring governance, data audits, and security to ensure efficiency, transparency, and reliability.

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Audit of Data Preprocessing in AI: Integrity, Compliance, and Strategic Value

Andrea Viliotti

1 giorno faTempo di lettura: 6 min

Artificial Intelligence

Audit of Data Preprocessing in AI: Integrity, Compliance, and Strategic Value

Data Preprocessing audits ensure data quality and fairness in AI models, reducing errors and bias to deliver more reliable and solid results

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Framework AI Chimera: A new approach for accurate retrosynthesis prediction

Andrea Viliotti

2 giorni faTempo di lettura: 5 min

Artificial Intelligence

Framework AI Chimera: A new approach for accurate retrosynthesis prediction

Chimera uses ML ensemble models for more accurate retrosynthesis, reducing uncertainties and improving the synthesis of complex molecules.

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Andrea Viliotti

2 giorni faTempo di lettura: 6 min

Artificial Intelligence

2025: AI Scenarios in Business

AI in business: By 2025, AI will enhance operations, boost innovation, and foster sustainability with solid strategies and responsible use.

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Rationality, Uncertainty, and Decisions in the Contemporary World

Andrea Viliotti

2 giorni faTempo di lettura: 5 min

Artificial Intelligence

Rationality, Uncertainty, and Decisions in the Contemporary World

Gigerenzer introduces ecological rationality: adaptive, flexible decisions in complex settings, moving beyond the limits of abstract logic.

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PROCESSBENCH: Toward a Scalable Evaluation of Mathematical Reasoning Errors in AI

Andrea Viliotti

3 giorni faTempo di lettura: 10 min

Artificial Intelligence

PROCESSBENCH: Toward a Scalable Evaluation of Mathematical Reasoning Errors in AI

PROCESSBENCH evaluates step-by-step errors in AI models, enhancing analysis and oversight in solving complex math problems.

5 visualizzazioni0 commenti

Andrea Viliotti

3 giorni faTempo di lettura: 7 min

Artificial Intelligence

AI Knowledge Circuits

AI Knowledge Circuits: Transformers use internal circuits to manage and update knowledge with targeted, efficient interventions.

5 visualizzazioni0 commenti

EvalGIM: a unified platform for evaluating generative image models

Andrea Viliotti

3 giorni faTempo di lettura: 8 min

Artificial Intelligence

EvalGIM: a unified platform for evaluating generative image models

EvalGIM evaluates text-to-image models on quality, diversity, and consistency. Modular and flexible, it supports research and business.

3 visualizzazioni0 commenti

Technology 2025: Evolving Global Dynamics

Andrea Viliotti

4 giorni faTempo di lettura: 8 min

Artificial Intelligence

Technology 2025: Evolving Global Dynamics

Technology 2025: AI and AR transform markets and society. Innovation and regulation must balance to mitigate global risks.

10 visualizzazioni0 commenti

Byte Latent Transformer (BLT). When byte-based models surpass the limits of tokenization

Andrea Viliotti

4 giorni faTempo di lettura: 7 min

Artificial Intelligence

Byte Latent Transformer (BLT). When byte-based models surpass the limits of tokenization

Byte Latent Transformer optimizes raw bytes with dynamic patches, improving performance and reducing flops by 50%.

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Tech Trends 2025. Artificial Intelligence, the Cognitive Substrate for the Digital Future

Andrea Viliotti

6 giorni faTempo di lettura: 9 min

Artificial Intelligence

Tech Trends 2025. Artificial Intelligence, the Cognitive Substrate for the Digital Future

Tech Trends 2025: AI is the cognitive substrate of the digital future, requiring ethics, transparency, and integration.

5 visualizzazioni0 commenti

Artificial consciousness and biological naturalism: a perspective between computation, living dynamics, and ethical considerations

Andrea Viliotti

6 giorni faTempo di lettura: 8 min

Artificial Intelligence

Artificial consciousness and biological naturalism: a perspective between computation, living dynamics, and ethical considerations

Consciousness is linked to biological life, not computation. Today's AI is powerful but lacks conscious mental states.

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How the RevThink Framework Enhances Efficiency in LLM Models

Andrea Viliotti

6 giorni faTempo di lettura: 8 min

Artificial Intelligence

How the RevThink Framework Enhances Efficiency in LLM Models

RevThink Framework enhances LLMs with bidirectional reasoning, achieving high accuracy and scalability.

8 visualizzazioni0 commenti

The Virtual Lab: A New Approach to Scientific Innovation

Andrea Viliotti

11 dicTempo di lettura: 8 min

Artificial Intelligence

The Virtual Lab: A New Approach to Scientific Innovation

The Virtual Lab combines AI and science to create anti-SARS-CoV-2 nanobodies, speeding up interdisciplinary research with advanced tools.

6 visualizzazioni0 commenti

AI Education: A Comparison Between the Chinese Approach and Western Strategies

Andrea Viliotti

11 dicTempo di lettura: 7 min

Artificial Intelligence

AI Education: A Comparison Between the Chinese Approach and Western Strategies

AI education: China centralized and inclusive, West fragmented and diverse; approaches impacting geopolitics and society.

3 visualizzazioni0 commenti

Andrea Viliotti

10 dicTempo di lettura: 6 min

Artificial Intelligence

RARE: optimizing LLM reasoning

RARE boosts LLM reasoning with A6, A7 retrieval and RAFS. Open-source models exceed GPT-4. Limits: cost and non-standard metrics.

13 visualizzazioni0 commenti

PaliGemma 2: A New Frontier in Vision-Language Models

Andrea Viliotti

8 dicTempo di lettura: 12 min

Artificial Intelligence

PaliGemma 2: A New Frontier in Vision-Language Models

PaliGemma 2 merges vision and language for OCR, medicine, and chemistry, offering scalability, ethics, and detailed image analysis.

41 visualizzazioni0 commenti

Organized Crime and Artificial Intelligence

Andrea Viliotti

7 dicTempo di lettura: 16 min

Artificial Intelligence

Organized Crime and Artificial Intelligence

Organized crime and artificial intelligence: AI strengthens crime. Ethical solutions and cooperation are vital to counter these threats.

43 visualizzazioni0 commenti

Andrea Viliotti

5 dicTempo di lettura: 15 min

Artificial Intelligence

Introduction to Machine Learning

Machine Learning improves tasks by learning from data, requiring ethical management to reduce biases and social impacts.

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