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AI Research Workflows

Tools for deep research, paper analysis, and knowledge synthesis.

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Strategie

  • Deep Dives: Quando devi capire rapidamente un nuovo campo (es. "Qual è lo stato dell'arte nella tecnologia delle batterie?") senza leggere manualmente 50 paper.
  • Revisione della Letteratura: Automatizzare il processo di ricerca dell'arte precedente pertinente e riassumere i risultati chiave per report accademici o aziendali.
  • Fact-Checking: Usare sistemi che incrociano le generazioni dell'LLM con fonti web affidabili per garantire l'accuratezza.

Rischi / Errori comuni

  • Citazioni Allucinate: I primi modelli inventavano notoriamente titoli di libri e autori di paper. Gli strumenti moderni mitigano questo problema, ma verificare le fonti è ancora obbligatorio.
  • Camere dell'Eco (Echo Chambers): Gli strumenti di ricerca AI spesso danno priorità al contenuto più ottimizzato per la SEO sul web, perdendo potenzialmente punti di vista accademici di nicchia o contrari.
  • Analisi Superficiale: Sebbene l'AI sia ottima nel riassumere, a volte perde i dettagli sottili e critici o i difetti in una metodologia che un esperto umano coglierebbe.

FAQ

Cos'è Perplexity? Perplexity è un popolare "Answer Engine" che combina un LLM con un motore di ricerca in tempo reale. Legge i risultati di ricerca e sintetizza una risposta diretta con citazioni, invece di darti solo un elenco di link.
L'AI può leggere i PDF? Sì. La maggior parte degli strumenti di ricerca moderni usa la RAG per ingerire documenti PDF, suddividerli in testo e permetterti di "chattare" con il documento per estrarre informazioni specifiche o riassunti.
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Guide & Approfondimenti

DeepSeek-V3.2: Gold-Medal AI & Efficient Daily Driver LLM
MidwayDec 8, 202513 min lettura

DeepSeek-V3.2: Gold-Medal AI & Efficient Daily Driver LLM

Explore DeepSeek-V3.2: the new generalist LLM for daily tasks & the specialized V3.2-Speciale for gold-medal AI competition performance. Discover its architecture, efficiency & power.

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AI Research Assistants Go Next-Level: How OpenAI’s Deep Research Works
MidwayFeb 7, 20255 min lettura

AI Research Assistants Go Next-Level: How OpenAI’s Deep Research Works

Discover how OpenAI’s Deep Research is revolutionizing AI research assistants, delivering expert-level insights with citations in minutes. Explore its impact on knowledge work today!

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DeepSeek Model: A New Frontier in Open-Source AI
MidwayJan 30, 20259 min lettura

DeepSeek Model: A New Frontier in Open-Source AI

Discover DeepSeek V3, an open-source AI model excelling in coding, reasoning, and NLP tasks. Learn about its advanced architecture, performance benchmarks, and real-world applications.

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OpenAI's o3 Model: A Leap Forward in AI Reasoning and Performance
MidwayDec 23, 20244 min lettura

OpenAI's o3 Model: A Leap Forward in AI Reasoning and Performance

Discover OpenAI’s o3 model, its advancements in AI reasoning, and record-breaking performance on ARC-AGI

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Unlocking Creativity with Sora: OpenAI’s Text-to-Video
MidwayDec 20, 20246 min lettura

Unlocking Creativity with Sora: OpenAI’s Text-to-Video

Discover Sora, OpenAI's revolutionary text-to-video tool that transforms words into stunning videos. Learn how it works, its benefits, and how to get started today!

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Why Conditional Data Permutations Are Essential for Accurate XAI Analysis
🔬 ExpertNov 29, 20244 min lettura

Why Conditional Data Permutations Are Essential for Accurate XAI Analysis

Learn why conditional data permutations are essential for accurate XAI. Discover how they solve the problem of correlation breakdown and improve variable importance and PDP analyses

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Perplexity AI vs ChatGPT: Understanding Their Differences and Use Cases
MidwayNov 25, 20243 min lettura

Perplexity AI vs ChatGPT: Understanding Their Differences and Use Cases

Discover the differences between Perplexity AI and ChatGPT. Learn what they are, how they work, their use cases, and practical examples to choose the right AI tool for your needs.

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Genesis: Redefining Physics Simulations and AI Development
🔬 ExpertNov 22, 20244 min lettura

Genesis: Redefining Physics Simulations and AI Development

Discover Genesis, the groundbreaking physics simulation platform redefining AI and robotics with unparalleled speed, generative 4D environments, and user-friendly design. Explore its features and applications today!

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Nanobots in Healthcare: Revolutionizing Medicine at the Nanoscale
🌱 NewbieNov 18, 20243 min lettura

Nanobots in Healthcare: Revolutionizing Medicine at the Nanoscale

Explore the future of healthcare with nanobots! Learn how these tiny robots are revolutionizing medicine through targeted drug delivery, early disease detection, and micro-surgeries

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Unlocking the Potential of NotebookLM: Transforming Information Comprehension
🌱 NewbieNov 15, 20243 min lettura

Unlocking the Potential of NotebookLM: Transforming Information Comprehension

Discover how Google's NotebookLM transforms information comprehension with AI-powered tools like personalized collaboration, audio overviews, and interactive Q&A. Learn its features, benefits, and potential applications

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Google AI Studio: Transforming Machine Learning Workflows
MidwayNov 5, 20247 min lettura

Google AI Studio: Transforming Machine Learning Workflows

Explore Google AI Studio, a platform simplifying AI development with prompt creation, model fine-tuning, and integration with Google services. Learn how it empowers developers using advanced tools like Gemini Pro

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Search GPT vs. Google Search: A Comprehensive Comparison
🌱 NewbieNov 4, 20244 min lettura

Search GPT vs. Google Search: A Comprehensive Comparison

Explore the differences between Search GPT and Google Search. Compare their pros and cons, and discover the unique potentialities of each for smarter information retrieval

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Explainability in AI: Enhancing Trust and Transparency in ML/DL Models
MidwayNov 10, 202317 min lettura

Explainability in AI: Enhancing Trust and Transparency in ML/DL Models

Explore AI Explainability: Enhancing ML/DL transparency and trust. Understand AI's 'black box', ethics, and GDPR's impact.

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Musica generata dall’Intelligenza Artificiale
🌱 NewbieApr 1, 20235 min lettura

Musica generata dall’Intelligenza Artificiale

Oggi chiunque può scrivere musica grazie all’aiuto dell’Intelligenza Artificiale, grazie ad applicazioni come Boomy, Google Magenta e AIVA.

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Assortativity Coefficients in social networks data
🔬 ExpertNov 18, 20228 min lettura

Assortativity Coefficients in social networks data

Assortativity helps analysing pattern of connections in networks. Let’s use it to confirm if people tend to connect to similar people.

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Simulation in Bayesian Inference
🔬 ExpertNov 10, 20223 min lettura

Simulation in Bayesian Inference

Simulations are able to generate random variables with certain properties and hence being able to mimic real random phenomena.

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