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News & analisi per LLM locali, stack e hardware on-prem.

AI-Radar – Independent observatory covering AI models, LLMs, local AI, hardware, and trends

AI-Radar for on-prem LLMs & Home AI

The daily radar on models, frameworks, and hardware to run AI locally. LLMs, LangChain, Chroma, mini-PCs, and everything you need for a distributed "in-house" brain.

⚙️ Stack: Local LLMs · LangChain · Transformers · ChromaDB · MiniPCs · AI boxes
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✍️ Editorial 2026-02-14

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Latest Analysis & Radar News

AI-generated articles from feeds, with space for human editorial layer above the raw content.

Co-reactive raccoglie 6,5 milioni per materiali CO₂-negativi
📁 Market AI generated ℹ️ Tech.eu

Co-reactive raises €6.5M for CO₂-negative materials tech

German startup Co-reactive has secured €6.5 million in seed funding to develop CO₂-negative building materials. The continuous mineralization process converts captured CO₂ and natural minerals into supplementary cementitious materials, reducing emissions from the cement industry. The funding will support the construction of a 1,000-ton per year demonstration plant by 2026.

2026-01-28 📰 Source
AUO vince causa brevetti negli USA: prima vittoria di Taiwan in 22 anni
📁 Market AI generated ✅ DigiTimes

AUO wins landmark US patent lawsuit, marking Taiwan's first victory in 22 years

AUO (AU Optronics), a Taiwanese panel manufacturer, has secured a significant victory in a patent infringement lawsuit in the United States. This ruling marks the first win for a Taiwanese company in such a dispute in the last 22 years, setting an important precedent in the intellectual property landscape.

2026-01-28 📰 Source
Musk punta a cicli di progettazione chip AI di soli 9 mesi
📁 Hardware AI generated ✅ DigiTimes

Musk plans to cut AI chip design cycle to 9 months

Elon Musk has announced plans to drastically reduce the design cycle for AI chips to just nine months. This acceleration could significantly impact the development of new AI capabilities, but also raises questions about the validity of testing and validation processes.

2026-01-28 📰 Source
Il 'Taiwan Dome' spinge verso una difesa di rete
📁 Altro AI generated ✅ DigiTimes

'Taiwan Dome' drives shift toward networked defense warfare

The 'Taiwan Dome' initiative aims to strengthen defense capabilities through a networked approach. This strategic shift underscores the importance of connectivity and information sharing for a more effective response to threats.

2026-01-28 📰 Source
SoftBank studia investimento da 30 miliardi di dollari in OpenAI
📁 Market AI generated ✅ DigiTimes

SoftBank in talks to invest additional US$30 billion in OpenAI

According to press sources, SoftBank is considering an investment of approximately US$30 billion in OpenAI. If confirmed, the deal would represent a significant capital injection for the company that developed ChatGPT and other generative artificial intelligence models.

2026-01-28 📰 Source
Tesla rilancia il progetto Dojo, focus sull'AI per applicazioni spaziali
📁 Hardware AI generated ✅ DigiTimes

Tesla restarts Dojo development with new focus on space AI

Tesla has restarted the development of its Dojo supercomputer, with a renewed focus on artificial intelligence applications in the space sector. The project, previously focused on autonomous driving, appears to be expanding its scope.

2026-01-28 📰 Source
ASR multilingue: connettori LLM ottimizzati per famiglie linguistiche
📁 LLM AI generated 🏆 ArXiv cs.CL

Multilingual ASR: LLM Connectors Optimized for Language Families

A new study explores an efficient approach to multilingual Automatic Speech Recognition (ASR) based on LLMs. The technique involves sharing connectors between language families, reducing the number of parameters and improving generalization across different domains. This approach proves practical and scalable for multilingual ASR deployments.

2026-01-28 📰 Source
Reti di Similarità Strutturale Latente per Serie Temporali Multivariate
📁 Frameworks AI generated 🏆 ArXiv cs.LG

Latent Structural Similarity Networks for Multivariate Time Series

A novel approach for analyzing multivariate time series using latent structural similarity networks. The method employs an unsupervised sequence-to-sequence autoencoder to learn window-level representations, aggregates these representations into entity-level embeddings, and induces a sparse similarity network. The effectiveness is demonstrated on cryptocurrency data.

2026-01-28 📰 Source
NavFormer: Previsione del Campo Geomagnetico con Trasformazioni di Coordinate
📁 Frameworks AI generated 🏆 ArXiv cs.LG

NavFormer: IGRF Forecasting in Moving Coordinate Frames

NavFormer is a novel approach for forecasting the International Geomagnetic Reference Field (IGRF) in moving coordinate frames. It uses rotation invariant scalar features and a Canonical SPD module to stabilize the spectrum of window level second moments, improving robustness in standard, few-shot, and zero-shot training scenarios.

2026-01-28 📰 Source
LLM per progettare problemi di ottimizzazione continua
📁 LLM AI generated 🏆 ArXiv cs.AI

LLM Driven Design of Continuous Optimization Problems

A new study explores the use of large language models (LLMs) to generate continuous optimization problems with controllable characteristics. The LLaMEA framework guides an LLM in creating problem code from natural-language descriptions, expanding the diversity of existing test suites.

2026-01-28 📰 Source
Sistemi A-BPMS: l'AI agentica trasforma il Business Process Management
📁 Frameworks AI generated 🏆 ArXiv cs.AI

A-BPMS Systems: Agentic AI Transforms Business Process Management

A new study envisions a transformation in Business Process Management (BPM) thanks to Agentic Artificial Intelligence. A-BPMS systems integrate autonomy, reasoning, and learning for data-driven process management, extending automation to fully autonomous processes and redefining governance.

2026-01-28 📰 Source
Studio Stanford: agenti di codice paralleli, una truffa?
📁 LLM AI generated ℹ️ LocalLLaMA

Stanford Study: Parallel Coding Agents, a Scam?

A study by Stanford and SAP questions the effectiveness of parallel coding agents. The findings indicate that adding a second agent significantly reduces performance due to coordination and communication issues. This raises doubts about platforms promoting this feature as a productivity boost.

2026-01-28 📰 Source
TrustBank: AI per donazioni fiscali personalizzate
📁 LLM AI generated 🏆 OpenAI Blog

TrustBank: AI-Powered Personalized Tax Donations

TrustBank partnered with Recursive to build Choice AI using OpenAI models, delivering personalized, conversational recommendations that simplify Furusato Nozei gift discovery. A multi-agent system helps donors navigate thousands of options and find gifts that match their preferences.

2026-01-28 📰 Source
Crisi Nexperia: impatti sulla supply chain automotive 'non-red'
📁 Market AI generated ✅ DigiTimes

Nexperia crisis: impacts on 'non-red' automotive supply chains

The crisis involving Nexperia, a semiconductor manufacturer, continues to generate significant repercussions on automotive supply chains, particularly for companies outside the 'red' sphere of influence. The implications extend to various levels of production.

2026-01-28 📰 Source
Arcee AI lancia Trinity Large: modello open source da 400B parametri
📁 LLM AI generated ℹ️ LocalLLaMA

Arcee AI releases Trinity Large: OpenWeight 400B-A13B

Arcee AI has released Trinity Large, an open-source large language model (LLM) with 400 billion parameters. The model is available under the OpenWeight license, opening new possibilities for research and development in the field of generative artificial intelligence.

2026-01-28 📰 Source
Ta-i Technology alza i prezzi dei chip resistor da febbraio
📁 Market AI generated ✅ DigiTimes

Ta-i Technology raises chip resistor prices from February

Ta-i Technology will increase chip resistor prices starting in February, due to increasing pressure on production costs. The decision reflects the challenges that electronic component manufacturers are facing globally.

2026-01-27 📰 Source
Risoluzione tariffe Taiwan-USA spinge il settore macchine utensili
📁 Market AI generated ✅ DigiTimes

Taiwan-US tariff resolution to boost machine tool industry

The resolution of tariff disputes between Taiwan and the United States promises to revitalize the Taiwanese machine tool industry, signaling a structural recovery and new growth opportunities for the sector. A positive impact on exports and investments is expected.

2026-01-27 📰 Source
Kimi K2: analisi sintetica delle prestazioni di un modello LLM
📁 LLM AI generated ℹ️ LocalLLaMA

Kimi K2: Synthetic Analysis Score of an LLM

A user shared a synthetic analysis score for the Kimi K2 language model on Reddit. The original post links to a tweet with further details, sparking discussion about the model's performance in specific scenarios.

2026-01-27 📰 Source
Workstation dual RTX PRO 6000: benchmark multi-utente e contesti lunghi
📁 Hardware AI generated ℹ️ LocalLLaMA

Dual RTX PRO 6000 Workstation: Multi-user and Long Context Benchmarks

A team benchmarked a workstation with dual RTX PRO 6000s and 1.15TB RAM for multi-user AI workloads. Comparison between GPU-only (INT4) and CPU+GPU (FP8) inference with MiniMax M2.1. Results show INT4 is faster in prefill but limited by KV-cache, while FP8 scales better with large contexts, though slower.

2026-01-27 📰 Source
Leak del System Prompt di Kimi K2.5: focus su tool e memory CRUD
📁 LLM AI generated ℹ️ LocalLLaMA

[LEAKED] Kimi K2.5's System Prompt and Tools Released

The full system prompt for Moonshot's Kimi K2.5 model has been leaked, along with tool schemas, memory CRUD protocols, and external datasource integrations. The leak also includes information on context engineering and user profile assembly.

2026-01-27 📰 Source
App per 'denudare' persone: Apple e Google sotto accusa
📁 Market AI generated ✅ The Register AI

Nudify app proliferation shows naked ambition of Apple and Google

A study by the Tech Transparency Project reveals the presence of apps on the Apple Store and Google Play that allow users to create fake non-consensual nudes. Despite their claims to ban such software, the two companies have reportedly made millions of dollars from these applications.

2026-01-27 📰 Source
Anthropic punta a una valutazione di 300 miliardi con una raccolta fondi da 20
📁 Market AI generated ✅ TechCrunch AI

Anthropic reportedly upped its latest raise to $20B

Anthropic looks to raise $20 billion at more than $300 billion valuation, according to reports. The financial operation could consolidate the company's position in the large language model market.

2026-01-27 📰 Source
Qwen3-32B: Quantization INT4 moltiplica la capacità di 12x
📁 LLM AI generated ℹ️ LocalLLaMA

Qwen3-32B: INT4 Quantization Achieves 12x Capacity Gain

A benchmark of Qwen3-32B reveals that INT4 quantization, compared to BF16, allows serving 12 times more concurrent users with only a 1.9% accuracy drop. The test was performed on a single H100 GPU, evaluating different precisions (BF16, FP8, INT8, INT4) and their impact on user capacity.

2026-01-27 📰 Source
GNU C Library migra da Sourceware a Linux Foundation CTI
📁 Altro AI generated ✅ Phoronix

GNU C Library Moving From Sourceware To Linux Foundation Hosted CTI

The GNU C Library "glibc" developers have decided to move ahead with plans of migrating their core services from Sourcware.org infrastructure over to the Core Toolchain Infrastructure "CTI" project hosted by the Linux Foundation. This transition aims to improve the management and development of the library.

2026-01-27 📰 Source
Grok e xAI nel mirino di 37 procuratori generali USA
📁 Altro AI generated ✅ Wired AI

State-Led Crackdown on Grok and xAI Begins

At least 37 attorneys general for US states and territories are taking action against xAI. The reason is Grok's generation of nonconsensual sexual images of women and minors.

2026-01-27 📰 Source
Google approfondisce lo sviluppo del modello Gemini in un podcast
📁 LLM AI generated 🏆 Google AI Blog

Google delves into the development of the Gemini model in a podcast

The latest episode of the Google AI: Release Notes podcast explores the development process of Gemini, one of the world's leading AI coding models. Logan Kilpatrick interviews the "Smokejumpers" team to reveal the secrets behind its creation and the challenges faced.

2026-01-27 📰 Source
OpenAI Prism: ChatGPT per la scrittura scientifica in LaTeX
📁 LLM AI generated ✅ MIT Technology Review

OpenAI Prism: ChatGPT for Scientific Writing in LaTeX

OpenAI has unveiled Prism, a free LLM-powered tool that embeds ChatGPT into a LaTeX text editor for writing scientific papers. The goal is to assist researchers in drafting, summarizing, and managing publications, accelerating scientific progress. Prism utilizes GPT-5.2, OpenAI's most advanced model for mathematical and scientific problem-solving.

2026-01-27 📰 Source
CEO di Anthropic e OpenAI criticano le politiche migratorie USA
📁 Market AI generated ✅ TechCrunch AI

Anthropic and OpenAI CEOs criticize US immigration policies

The CEOs of Anthropic and OpenAI, Dario Amodei and Sam Altman, have publicly criticized US immigration policies following incidents of violence. The statements were made through both official channels and internal communications.

2026-01-27 📰 Source
Google AI Plus con Gemini Pro 3 disponibile globalmente
📁 Market AI generated ✅ TechCrunch AI

Google AI Plus with Gemini Pro 3 Now Available Globally

Google has expanded the availability of the Google AI Plus plan, which includes access to Gemini Pro 3 and other AI tools, to all markets, including the United States. The cost in the US is $7.99 per month.

2026-01-27 📰 Source
Iluvatar CoreX sfida Nvidia Rubin: roadmap GPU fino al 2027
📁 Hardware AI generated ℹ️ Tom's Hardware

Iluvatar CoreX targets Nvidia Rubin with GPU roadmap to 2027

Chinese chip designer Shanghai Iluvatar CoreX has unveiled a multi-year GPU architecture roadmap explicitly targeting Nvidia’s next-gen Rubin platform. The company aims to compete directly with Nvidia by 2027, outlining an ambitious challenge in the GPU market.

2026-01-27 📰 Source
KDE Plasma 6.6 Beta 2 disponibile per i test
📁 Frameworks AI generated ✅ Phoronix

KDE Plasma 6.6 Beta 2 Released For Testing

The second beta of the upcoming KDE Plasma 6.6 desktop is now available for testing. The stable version of KDE Plasma 6.6 is still on track for a mid-February release. This release focuses on improving stability and introducing new features for users.

2026-01-27 📰 Source
Rocinante X 12B v1: modello LLM open source per role-playing in locale
📁 LLM AI generated ℹ️ LocalLLaMA

Rocinante X 12B v1: Open Source LLM for Local Role-Playing

Rocinante X 12B v1 is available, an open-source large language model (LLM) designed for creative role-playing tasks. The model, inspired by Claude, is intended to be run locally, giving users complete control over their data and experience. The LocalLLaMA community has responded positively to this new iteration.

2026-01-27 📰 Source
Databricks: l'adozione di AI enterprise si sposta verso sistemi agent
📁 Market AI generated ℹ️ AI News

Databricks: Enterprise AI adoption shifts to agentic systems

According to Databricks, enterprise AI adoption is shifting towards "agentic" systems, where models independently plan and execute workflows. There has been a 327% increase in the use of multi-agent workflows on the Databricks platform between June and October 2025. Companies are adopting multi-model strategies to mitigate vendor lock-in, with 78% using two or more LLM families.

2026-01-27 📰 Source
Google Cloud: istanze N4A con CPU Axion disponibili
📁 Hardware AI generated ✅ Phoronix

Google Cloud N4A Instances with Axion CPUs Now Available

Google is expanding its Axion ARM processor offerings on Google Cloud with the new N4A instances, now generally available. Optimized for scale-out web servers, microservices, and data analytics, these instances promise a more efficient development and testing environment.

2026-01-27 📰 Source
Ricerca potenziata: nuove capacità AI per tutti gli utenti
📁 LLM AI generated 🏆 Google AI Blog

Enhanced Search: New AI Capabilities for All Users

Search users worldwide now have easier access to cutting-edge artificial intelligence capabilities directly through Search. The article announces an enhanced user experience, aiming to make AI more accessible.

2026-01-27 📰 Source
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