Local AI for European SMEs. News, guides, and analysis on Edge AI, EU AI Act, GDPR, and open language models.https://vorluxai.com/enhttps://vorluxai.com/en/blog/best-local-llms-by-hardware-and-task-en/https://vorluxai.com/en/blog/best-local-llms-by-hardware-and-task-en/Which Ollama model to run for chat, coding, documents, reasoning, vision, Spanish and speech on 8, 16, 32 or 64 GB, with speeds measured on our machine.Fri, 09 Oct 2026 00:00:00 GMTLLMOllamalocal AIHardwareComparisonJacobo González Jaspehttps://vorluxai.com/en/blog/local-ai-what-it-is-when-it-pays-off-en/https://vorluxai.com/en/blog/local-ai-what-it-is-when-it-pays-off-en/What running AI on your own hardware means, the three pieces you need, where it falls short today and when it costs less than a cloud API.Thu, 08 Oct 2026 00:00:00 GMTLocal AIOllamaHardwareCostsGuideJacobo González Jaspehttps://vorluxai.com/en/blog/install-ollama-first-local-llm-en/https://vorluxai.com/en/blog/install-ollama-first-local-llm-en/Install Ollama on Windows, macOS or Linux, run Llama 3.1 (or a 3B model on 8 GB of RAM) and call its API with curl. Measured on our own machine.Wed, 07 Oct 2026 00:00:00 GMTollamalocal-aillmtutorialJacobo González Jaspehttps://vorluxai.com/en/blog/sin-humo-2026-10-07-en/https://vorluxai.com/en/blog/sin-humo-2026-10-07-en/Mistral's ML4 gets a date, OpenAI names its EU watermark, Spanish administrations stall after the pilot, and big tech caps AI spending.Wed, 07 Oct 2026 00:00:00 GMTnewsopinionno-hypeaiJacobo González Jaspehttps://vorluxai.com/en/blog/sin-humo-2026-10-06-en/https://vorluxai.com/en/blog/sin-humo-2026-10-06-en/Reflection AI's Beam, OpenAI watermarking for the EU, a 125B model on a 12 GB GPU and Google trimming Gemini plans, read with a straight face.Tue, 06 Oct 2026 00:00:00 GMTnewsopinionno-hypeaiJacobo González Jaspehttps://vorluxai.com/en/blog/aesia-what-spanish-businesses-must-know-2026-en/https://vorluxai.com/en/blog/aesia-what-spanish-businesses-must-know-2026-en/What AESIA is, what it can ask you for, the real EU AI Act dates after the July 2026 Omnibus, and an eight-step checklist to get your AI in order.Wed, 09 Sep 2026 00:00:00 GMTAESIAEU AI ActComplianceSpainRegulationJacobo González Jaspehttps://vorluxai.com/en/blog/claude-code-local-models-ollama-web-search-subagents-en/https://vorluxai.com/en/blog/claude-code-local-models-ollama-web-search-subagents-en/Three environment variables put Claude Code on a local Ollama model: the setup, what stays on your machine, what does not, and measurements with three models.Wed, 09 Sep 2026 00:00:00 GMTClaude CodeOllamaLocal AIDeveloper ToolsJacobo González Jaspehttps://vorluxai.com/en/blog/cloud-vs-local-ai-cost-benchmarks-en/https://vorluxai.com/en/blog/cloud-vs-local-ai-cost-benchmarks-en/Current API prices, measured local speeds and a 12-line script you can run today to see whether a EUR 250 board or a Mac mini pays for itself against the cloud.Wed, 09 Sep 2026 00:00:00 GMTCost AnalysisLocal AIHardwareGuideJacobo González Jaspehttps://vorluxai.com/en/blog/comfyui-2026-local-image-generation-stack-guide-en/https://vorluxai.com/en/blog/comfyui-2026-local-image-generation-stack-guide-en/What the ComfyUI ecosystem looks like in 2026, which image model a small business may use commercially, the hardware it needs and the steps to a local studio.Wed, 09 Sep 2026 00:00:00 GMTComfyUIImage GenerationLocal AIHardwareTutorialJacobo González Jaspehttps://vorluxai.com/en/blog/cuda-on-fedora-set-up-a-local-ai-workstation-en/https://vorluxai.com/en/blog/cuda-on-fedora-set-up-a-local-ai-workstation-en/Install the NVIDIA driver from RPM Fusion, get Ollama on the GPU in five minutes, then build llama.cpp with the CUDA toolkit using the official Fedora guide.Wed, 09 Sep 2026 00:00:00 GMTFedoraCUDAOllamallama.cppGuideJacobo González Jaspehttps://vorluxai.com/en/blog/eu-ai-act-article-4-ai-literacy-training-plan-en/https://vorluxai.com/en/blog/eu-ai-act-article-4-ai-literacy-training-plan-en/A four-session plan you can run this month with free materials and a local model, plus the training record the Commission says is all the evidence you need.Wed, 09 Sep 2026 00:00:00 GMTEU AI ActAI LiteracyTrainingSMEJacobo González Jaspehttps://vorluxai.com/en/blog/eu-ai-act-august-2026-deadline-what-to-do-now-en/https://vorluxai.com/en/blog/eu-ai-act-august-2026-deadline-what-to-do-now-en/The Digital Omnibus moved Annex III high-risk obligations to 2 December 2027. Here is what already applies today and a phased plan to be ready early.Wed, 09 Sep 2026 00:00:00 GMTeu-ai-actcomplianceregulationdigital-omnibusJacobo González Jaspehttps://vorluxai.com/en/blog/eu-ai-act-conformity-assessment-sme-checklist-en/https://vorluxai.com/en/blog/eu-ai-act-conformity-assessment-sme-checklist-en/Pick your Article 43 route, open the 13-row document register and run the three Annex VI checks, on the dates the Digital Omnibus set, with free official tools.Wed, 09 Sep 2026 00:00:00 GMTEU AI ActConformity AssessmentComplianceSME ChecklistJacobo González Jaspehttps://vorluxai.com/en/blog/eu-ai-act-self-assessment-scorecard-en/https://vorluxai.com/en/blog/eu-ai-act-self-assessment-scorecard-en/A timed self-assessment: classify the tier in ten minutes, score 18 weighted items in twenty-five, and leave with a number, a band and your three next actions.Wed, 09 Sep 2026 00:00:00 GMTEU AI ActSelf-AssessmentScorecardComplianceJacobo González Jaspehttps://vorluxai.com/en/blog/eu-ai-act-timeline-key-dates-en/https://vorluxai.com/en/blog/eu-ai-act-timeline-key-dates-en/A dated checklist of every EU AI Act obligation after Regulation (EU) 2026/1744, a five-question triage to find your row, and what to finish this month.Wed, 09 Sep 2026 00:00:00 GMTEU AI ActComplianceDigital OmnibusChecklistJacobo González Jaspehttps://vorluxai.com/en/blog/eu-data-residency-ai-deployments-checklist-en/https://vorluxai.com/en/blog/eu-data-residency-ai-deployments-checklist-en/Map every AI data flow, pick the legal basis for what leaves the EEA, decide what runs locally, and prove in two commands that your model never phones home.Wed, 09 Sep 2026 00:00:00 GMTData ResidencyGDPRLocal AIHybrid AIComplianceJacobo González Jaspehttps://vorluxai.com/en/blog/gguf-quantization-pick-the-right-file-for-your-hardware-en/https://vorluxai.com/en/blog/gguf-quantization-pick-the-right-file-for-your-hardware-en/How to read a GGUF file name, choose between Q4_K_M, Q5 and Q8 for the memory you have, and measure speed, memory and quality yourself with three commands.Wed, 09 Sep 2026 00:00:00 GMTQuantizationGGUFOllamaLocal AIHardwareJacobo González Jaspehttps://vorluxai.com/en/blog/ivace-2026-grants-valencia-ai-projects-en/https://vorluxai.com/en/blog/ivace-2026-grants-valencia-ai-projects-en/INNOVA-CV and DIGITALIZA-CV pay up to 45 percent of an AI project for small Valencian companies; the 2026 windows are closed, so prepare the file now.Wed, 09 Sep 2026 00:00:00 GMTGrantsIVACEValenciaFundingLocal AIJacobo González Jaspehttps://vorluxai.com/en/blog/keep-your-local-ai-patched-ollama-security-checklist-en/https://vorluxai.com/en/blog/keep-your-local-ai-patched-ollama-security-checklist-en/Check your Ollama version, update it, bind it to localhost and add an authenticated proxy, with the 2026 GGUF loader CVE as the worked example.Wed, 09 Sep 2026 00:00:00 GMTOllamaSecurityLocal AIChecklistJacobo González Jaspehttps://vorluxai.com/en/blog/kit-digital-agente-digitalizador-how-to-become-one-2026-en/https://vorluxai.com/en/blog/kit-digital-agente-digitalizador-how-to-become-one-2026-en/The turnover thresholds, the five documents, the mandatory Kit Digital web page and the Red.es filing, with the programme status verified on 9 September 2026.Wed, 09 Sep 2026 00:00:00 GMTKit DigitalGrantsAgente DigitalizadorSMESpainJacobo González Jaspehttps://vorluxai.com/en/blog/llama-3-3-70b-local-review-what-it-takes-to-run-en/https://vorluxai.com/en/blog/llama-3-3-70b-local-review-what-it-takes-to-run-en/The memory a 70B model really needs, measured and cited speeds on a 64 GB Mac, two 24 GB GPUs and our GB10, and the SME tasks where it beats an 8B model.Wed, 09 Sep 2026 00:00:00 GMTModel ReviewLlama 3.3Local AIHardwareQuantizationJacobo González Jaspehttps://vorluxai.com/en/blog/llama-cpp-intel-arc-sycl-local-ai-on-a-budget-gpu-en/https://vorluxai.com/en/blog/llama-cpp-intel-arc-sycl-local-ai-on-a-budget-gpu-en/Build llama.cpp with Intel's SYCL backend, run an 8B model on an Arc A770 or B580, and know from third-party numbers what speed to expect before you buy.Wed, 09 Sep 2026 00:00:00 GMTIntel Arcllama.cppHardwareGuideLocal AIJacobo González Jaspehttps://vorluxai.com/en/blog/local-ai-hardware-catalog-2026-what-to-buy-at-each-budget-en/https://vorluxai.com/en/blog/local-ai-hardware-catalog-2026-what-to-buy-at-each-budget-en/A buying catalogue for local AI by budget tier, with third-party benchmarks for every device and five questions that tell you which tier you actually need.Wed, 09 Sep 2026 00:00:00 GMTHardwareLocal AIBuying GuideEdge AIJacobo González Jaspehttps://vorluxai.com/en/blog/local-ai-roi-framework-cloud-savings-calculator-2026-en/https://vorluxai.com/en/blog/local-ai-roi-framework-cloud-savings-calculator-2026-en/Calculate the ROI of local AI against cloud APIs with September 2026 prices: TCO tables, break-even by volume, and how to present the case to your CFO.Wed, 09 Sep 2026 00:00:00 GMTROICost AnalysisLocal AICloud ComparisonSMEsJacobo González Jaspehttps://vorluxai.com/en/blog/nvidia-releases-aitune-an-open-source-inference-toolkit-that-automatically--en/https://vorluxai.com/en/blog/nvidia-releases-aitune-an-open-source-inference-toolkit-that-automatically--en/What NVIDIA AITune really does, when to use it, and the measured Ollama and vLLM settings that speed up a local model on a consumer GPU or a Jetson.Wed, 09 Sep 2026 00:00:00 GMTNVIDIAInferenceOllamavLLMTutorialJacobo González Jaspehttps://vorluxai.com/en/blog/ollama-mlx-apple-silicon-faster-local-models-en/https://vorluxai.com/en/blog/ollama-mlx-apple-silicon-faster-local-models-en/What Ollama's MLX backend changes on a Mac, which machines qualify, how to tell which runner you are on, and a before-and-after test you can run in ten minutes.Wed, 09 Sep 2026 00:00:00 GMTOllamaApple SiliconMLXBenchmarksJacobo González Jaspehttps://vorluxai.com/en/blog/openclaw-ollama-local-agent-setup-en/https://vorluxai.com/en/blog/openclaw-ollama-local-agent-setup-en/Install OpenClaw, point it at a local Ollama model, schedule your first automation and size the memory it needs, with numbers measured on our own gateway.Wed, 09 Sep 2026 00:00:00 GMTOpenClawOllamaAI AgentsTutorialJacobo González Jaspehttps://vorluxai.com/en/blog/openjarvis-local-voice-assistant-ollama-en/https://vorluxai.com/en/blog/openjarvis-local-voice-assistant-ollama-en/Install OpenJarvis, run a local model via Ollama, add speech in and out with Whisper and Kokoro, and prove with one command that nothing leaves the building.Wed, 09 Sep 2026 00:00:00 GMTOpenJarvisOllamaVoice AssistantPrivacyJacobo González Jaspehttps://vorluxai.com/en/blog/qwen2-5-72b-instruct-local-review-en/https://vorluxai.com/en/blog/qwen2-5-72b-instruct-local-review-en/What Qwen2.5-72B needs in memory, how fast it really generates on a 128 GB workstation, and a measured Spanish-prompt comparison against qwen3.6:35b.Wed, 09 Sep 2026 00:00:00 GMTModel ReviewQwenLocal AISpanishQuantizationJacobo González Jaspehttps://vorluxai.com/en/blog/qwen25-coder-7b-instruct-en/https://vorluxai.com/en/blog/qwen25-coder-7b-instruct-en/Hands-on review of Qwen2.5-Coder-7B on Ollama: measured speed and memory, three SME tasks with exact prompts, honest limits, and VS Code and n8n wiring.Wed, 09 Sep 2026 00:00:00 GMTQwenCoding ModelsOllamaLocal AIReviewJacobo González Jaspehttps://vorluxai.com/en/blog/spain-ai-market-grants-data-en/https://vorluxai.com/en/blog/spain-ai-market-grants-data-en/Which Spanish and Valencian AI funding lines are open in autumn 2026, which wait for a new call, the amounts with sources, and a 30-minute eligibility check.Wed, 09 Sep 2026 00:00:00 GMTGrantsSpainKit DigitalIVACEFundingJacobo González Jaspehttps://vorluxai.com/en/blog/verifactu-spain-invoicing-2026-small-business-guide-en/https://vorluxai.com/en/blog/verifactu-spain-invoicing-2026-small-business-guide-en/Your VeriFactu date is 1 January or 1 July 2027 (verified on the BOE and AEAT, 9 September 2026), a software checklist, and a local model that checks invoices.Wed, 09 Sep 2026 00:00:00 GMTVeriFactuInvoicingSpainLocal AIComplianceJacobo González Jaspehttps://vorluxai.com/en/blog/vorlux-ai-launch-day-open-for-business-en/https://vorluxai.com/en/blog/vorlux-ai-launch-day-open-for-business-en/The founding story of VORLUX AI. Why a Valencian consultant built an AI company that runs entirely on local hardware, why the timing is perfect, and how.Wed, 29 Apr 2026 00:00:00 GMTlaunchfounding-storyvorlux-aivisionJacobo González Jaspehttps://vorluxai.com/en/blog/vorlux-ai-stack-open-source-local-private-en/https://vorluxai.com/en/blog/vorlux-ai-stack-open-source-local-private-en/The open-source tools behind VORLUX AI: Ollama, vLLM, LiteLLM, FastAPI, SQLite, Qdrant, Astro and n8n on two DGX Sparks, with the models we actually run.Mon, 27 Apr 2026 00:00:00 GMTtransparencyopen-sourcestacklocal-aiJacobo González Jaspehttps://vorluxai.com/en/blog/local-ai-readiness-checklist-assessment-2026-en/https://vorluxai.com/en/blog/local-ai-readiness-checklist-assessment-2026-en/Use this ten-point self-assessment to determine if your company has the necessary infrastructure and data security protocols for local AI deployment.Sun, 26 Apr 2026 00:00:00 GMTchecklistlocal-aiassessmentstrategyJacobo González Jaspehttps://vorluxai.com/en/blog/edge-ai-manufacturing-spanish-factories-2026-en/https://vorluxai.com/en/blog/edge-ai-manufacturing-spanish-factories-2026-en/Predictive maintenance, visual quality control and operator support with AI on the factory floor: use cases, a starter hardware kit and how a Spanish SME starts.Sat, 25 Apr 2026 00:00:00 GMTedge-aimanufacturingindustry-4-0local-aiJacobo González Jaspehttps://vorluxai.com/en/blog/n8n-ollama-rag-pipeline-company-docs-tutorial-en/https://vorluxai.com/en/blog/n8n-ollama-rag-pipeline-company-docs-tutorial-en/Step-by-step tutorial to build a RAG pipeline with n8n, Ollama and ChromaDB on your own hardware, with commands, measured timings and zero cost per query.Fri, 24 Apr 2026 00:00:00 GMTtutorialn8nragollamaJacobo González Jaspehttps://vorluxai.com/en/blog/local-ai-roi-case-studies-cloud-savings-2026-en/https://vorluxai.com/en/blog/local-ai-roi-case-studies-cloud-savings-2026-en/Dell's commissioned ROI model and 37signals' own cloud-exit figures, read carefully: what they prove, what they don't, and how to run the numbers for your SME.Thu, 23 Apr 2026 00:00:00 GMTroilocal-aicost-savingscase-studiesJacobo González Jaspehttps://vorluxai.com/en/blog/llama-4-scout-maverick-review-2026-en/https://vorluxai.com/en/blog/llama-4-scout-maverick-review-2026-en/Meta's Llama 4 Scout (10M context, 109B total) and Maverick (1M context, 400B total) bring MoE and native multimodality to open weights.Wed, 22 Apr 2026 00:00:00 GMTmodelsopen-sourcemultimodalreviewJacobo González Jaspehttps://vorluxai.com/en/blog/gdpr-ai-convergence-local-deployment-answer-2026-en/https://vorluxai.com/en/blog/gdpr-ai-convergence-local-deployment-answer-2026-en/EUR 7.1 billion in GDPR fines since 2018 and 443 breach notifications a day (DLA Piper, 2026). Why local AI removes the cross-border transfer risk.Tue, 21 Apr 2026 00:00:00 GMTgdprcompliancelocal-aidata-privacyJacobo González Jaspehttps://vorluxai.com/en/blog/aesia-spain-ai-watchdog-compliance-guide-2026-en/https://vorluxai.com/en/blog/aesia-spain-ai-watchdog-compliance-guide-2026-en/Learn how Spain's new AI regulator, AESIA, affects your business operations and what compliance requirements you must follow under its new oversight.Mon, 20 Apr 2026 00:00:00 GMTcomplianceeu-ai-actspainregulationaesiaJacobo González Jaspehttps://vorluxai.com/en/blog/ai-agents-local-deployment-sme-guide-2026-en/https://vorluxai.com/en/blog/ai-agents-local-deployment-sme-guide-2026-en/Deploy three AI agents on hardware you own with Ollama and MCP, in order of safety and impact, starting with a read-only digest on an EUR 80 board.Mon, 20 Apr 2026 00:00:00 GMTAI AgentsMCPLocal AIAutomationSMEsJacobo González Jaspehttps://vorluxai.com/en/blog/ai-agents-sme-automation-171-roi-2026-en/https://vorluxai.com/en/blog/ai-agents-sme-automation-171-roi-2026-en/What AI agents do for an SME, three local deployment patterns, why most published agent ROI figures don't hold up, and how to measure your own.Mon, 20 Apr 2026 00:00:00 GMTai-agentsautomationedge-airoistrategyJacobo González Jaspehttps://vorluxai.com/en/blog/ai-evaluations-test-rag-pipeline-before-production-2026-en/https://vorluxai.com/en/blog/ai-evaluations-test-rag-pipeline-before-production-2026-en/Deploying a RAG system without testing is like shipping code without tests. n8n's AI Evaluations feature lets you measure retrieval accuracy, answer.Mon, 20 Apr 2026 00:00:00 GMTragtestingn8nqualitytutorialJacobo González Jaspehttps://vorluxai.com/en/blog/deepseek-r1-review-local-reasoning-2026-en/https://vorluxai.com/en/blog/deepseek-r1-review-local-reasoning-2026-en/DeepSeek R1 scores 97.3% on MATH-500 in DeepSeek's own paper, and its 14B distilled variant runs on a 16 GB Mac Mini M4. Review, benchmarks and setup.Mon, 20 Apr 2026 00:00:00 GMTmodelsopen-sourcereasoningedge-aireviewJacobo González Jaspehttps://vorluxai.com/en/blog/fine-tune-llm-mac-consumer-hardware-lora-guide-2026-en/https://vorluxai.com/en/blog/fine-tune-llm-mac-consumer-hardware-lora-guide-2026-en/You don't need a data center to customize AI models. How LoRA and QLoRA let a Mac or a single consumer GPU fine-tune a 7B model, with MLX and Unsloth steps.Mon, 20 Apr 2026 00:00:00 GMTfine-tuningloraedge-aitutorialhardwareJacobo González Jaspehttps://vorluxai.com/en/blog/gdpr-article-25-local-ai-privacy-by-design-2026-en/https://vorluxai.com/en/blog/gdpr-article-25-local-ai-privacy-by-design-2026-en/GDPR Article 25 requires data protection by design and by default. Running AI models on your own hardware is the most direct way to show you meet it.Mon, 20 Apr 2026 00:00:00 GMTgdprprivacycomplianceedge-ailegalJacobo González Jaspehttps://vorluxai.com/en/blog/gemma-3-multimodal-review-local-deployment-2026-en/https://vorluxai.com/en/blog/gemma-3-multimodal-review-local-deployment-2026-en/Learn how to run Google Gemma 3 locally on a Mac Mini to process text and images with privacy and a large context window.Mon, 20 Apr 2026 00:00:00 GMTmodelsopen-sourcemultimodaledge-aireviewJacobo González Jaspehttps://vorluxai.com/en/blog/n8n-mcp-connect-ai-agents-business-tools-2026-en/https://vorluxai.com/en/blog/n8n-mcp-connect-ai-agents-business-tools-2026-en/MCP passed 97 million monthly SDK downloads in December 2025 and n8n supports it natively. Build AI agents that query databases and read your files.Mon, 20 Apr 2026 00:00:00 GMTn8nmcpai-agentstutorialautomationJacobo González Jaspehttps://vorluxai.com/en/blog/npu-vs-gpu-edge-ai-future-2026-en/https://vorluxai.com/en/blog/npu-vs-gpu-edge-ai-future-2026-en/When an NPU is enough for local AI inference and when you still need a GPU: vendor TOPS figures, power draw from spec sheets, and what Ollama actually uses.Mon, 20 Apr 2026 00:00:00 GMThardwareedge-ainpugpudeploymentJacobo González Jaspehttps://vorluxai.com/en/blog/quantization-explained-run-70b-models-consumer-hardware-en/https://vorluxai.com/en/blog/quantization-explained-run-70b-models-consumer-hardware-en/GGUF, AWQ and GPTQ explained with real memory numbers: pick a quantization level, check what fits in your RAM, and pull the right Ollama tag in four steps.Mon, 20 Apr 2026 00:00:00 GMTedge-aiquantizationhardwaretutorialmodelsJacobo González Jaspehttps://vorluxai.com/en/blog/valencia-ai-ecosystem-startups-2026-en/https://vorluxai.com/en/blog/valencia-ai-ecosystem-startups-2026-en/Valencia counted 1,689 startups in September 2025, 28.75% of them in AI. The companies, the public funding and where local AI fits for regional SMEs.Mon, 20 Apr 2026 00:00:00 GMTvalenciaecosystemstartupsedge-aispainJacobo González Jaspehttps://vorluxai.com/en/blog/gemma-4-review-best-open-model-2026-en/https://vorluxai.com/en/blog/gemma-4-review-best-open-model-2026-en/A hands-on review of all four Gemma 4 variants — E2B, E4B, 26B MoE, and 31B Dense — with specs, Ollama commands, and honest limits.Sun, 19 Apr 2026 00:00:00 GMTmodelsopen-sourceedge-aireviewJacobo González Jaspehttps://vorluxai.com/en/blog/slm-vs-llm-small-language-models-enterprise-2026-en/https://vorluxai.com/en/blog/slm-vs-llm-small-language-models-enterprise-2026-en/Gartner expects task-specific models to see three times the usage of general-purpose LLMs by 2027. When to use small vs large models in your business.Sun, 19 Apr 2026 00:00:00 GMTedge-aistrategymodelslocal-aiJacobo González Jaspehttps://vorluxai.com/en/blog/spain-ai-market-opportunity-2026-en/https://vorluxai.com/en/blog/spain-ai-market-opportunity-2026-en/How many Spanish companies use AI (INE), what the market forecasts say and who publishes them, which funding is open, and where SMEs should focus.Sun, 19 Apr 2026 00:00:00 GMTmarketspainai-adoptionstrategyJacobo González Jaspehttps://vorluxai.com/en/blog/deepseek-v3-en/https://vorluxai.com/en/blog/deepseek-v3-en/DeepSeek V3 packs 671B parameters into a Mixture-of-Experts model that activates 37B per token. In DeepSeek's benchmarks it beats GPT-4o at code and math.Sat, 11 Apr 2026 00:00:00 GMTmodelsopen-sourceaireviewJacobo González Jaspehttps://vorluxai.com/en/blog/mistral-small-24b-instruct-2501-en/https://vorluxai.com/en/blog/mistral-small-24b-instruct-2501-en/An honest review of Mistral Small 24B Instruct 2501: model-card benchmarks against GPT-4o-mini, memory needs and where it fits for European SMEs.Sat, 11 Apr 2026 00:00:00 GMTmodelsopen-sourceedge-aireviewJacobo González Jaspehttps://vorluxai.com/en/blog/phi-4-en/https://vorluxai.com/en/blog/phi-4-en/In Microsoft's own benchmarks the 14B Phi-4 scores 80.4% on MATH, ahead of GPT-4o's 74.6%. What it needs to run locally and where it falls short.Sat, 11 Apr 2026 00:00:00 GMTmodelsopen-sourceedge-aireviewJacobo González Jaspehttps://vorluxai.com/en/blog/ai-news-2026-04-06/https://vorluxai.com/en/blog/ai-news-2026-04-06/Weekly AI news digest: sovereign AI goes mainstream, EU AI Act enforcement 4 months away, Deloitte's State of AI report, Spain's AEPD agentic AI guidance.Mon, 06 Apr 2026 00:00:00 GMTAI NewsEU AI ActSovereign AIEnterpriseComplianceVORLUX AI Newsroomhttps://vorluxai.com/en/blog/ai-news-2026-04-05/https://vorluxai.com/en/blog/ai-news-2026-04-05/A consultancy's AI Act readiness report, the proposal to delay high-risk deadlines, edge AI in industrial production and Phi-4-mini. Your daily roundup.Sun, 05 Apr 2026 00:00:00 GMTNewsEU AI ActEdge AIVORLUX AI Newsroomhttps://vorluxai.com/en/blog/n8n-ai-automation-tutorial-2026/https://vorluxai.com/en/blog/n8n-ai-automation-tutorial-2026/Learn how to create an n8n workflow that monitors AI agent performance, identifies execution failure patterns, and generates automated improvement steps.Wed, 01 Apr 2026 00:00:00 GMTn8nautomationAI agentsworkflowtutorialJacobo González Jaspehttps://vorluxai.com/en/blog/n8n-ai-code-review-workflow-tutorial/https://vorluxai.com/en/blog/n8n-ai-code-review-workflow-tutorial/Build an AI-powered code review pipeline using n8n. Receive PR webhooks, analyze diffs with a local LLM via Ollama, and post results to Discord — all.Fri, 27 Mar 2026 00:00:00 GMTn8ncode reviewOllamaautomationDevOpsJacobo González Jaspehttps://vorluxai.com/en/blog/n8n-workflow-content-pipeline-tutorial/https://vorluxai.com/en/blog/n8n-workflow-content-pipeline-tutorial/Step-by-step tutorial on building an automated content pipeline using n8n. Feeds RSS sources through AI summarization, generates blog posts, and publishes.Wed, 25 Mar 2026 00:00:00 GMTn8nWorkflowTutorialContentJacobo González Jaspehttps://vorluxai.com/en/blog/comfyui-controlnet-tutorial-guided-image-generation/https://vorluxai.com/en/blog/comfyui-controlnet-tutorial-guided-image-generation/Step-by-step guide to using ControlNet with Canny edge detection in ComfyUI. Generate images that follow the structure of a reference photo — locally, for free.Mon, 23 Mar 2026 00:00:00 GMTComfyUIControlNetimage generationtutorialJacobo González Jaspehttps://vorluxai.com/en/blog/comfyui-batch-image-generation-tutorial/https://vorluxai.com/en/blog/comfyui-batch-image-generation-tutorial/Tutorial on using ComfyUI's batch generation workflow to create consistent product images, social media graphics, and marketing assets at scale — all.Wed, 18 Mar 2026 00:00:00 GMTComfyUITutorialImage GenerationWorkflowJacobo González Jaspehttps://vorluxai.com/en/blog/cloud-vs-local-ai-cost-analysis-2026/https://vorluxai.com/en/blog/cloud-vs-local-ai-cost-analysis-2026/Compare the expenses of using cloud APIs like OpenAI against running local hardware on a Mac Mini to determine the best AI strategy for your Spanish SME.Mon, 16 Mar 2026 00:00:00 GMTCost AnalysisEdge AISMEsJacobo González Jaspehttps://vorluxai.com/en/blog/hardware-guide-edge-ai-2026/https://vorluxai.com/en/blog/hardware-guide-edge-ai-2026/Jetson Orin Nano Super, Mac mini M4 and a Core Ultra mini PC compared on vendor specs: memory, TOPS, power and which local models each one can hold.Thu, 12 Mar 2026 00:00:00 GMTedge-aihardwarecomparisonlocal-aiJacobo González Jaspehttps://vorluxai.com/en/blog/best-local-llm-models-q2-2026-comparison/https://vorluxai.com/en/blog/best-local-llm-models-q2-2026-comparison/Qwen 3, Gemma 4, Phi-4, Llama 4 Scout, DeepSeek V3 — which model runs best on your hardware? Download sizes, memory needs, and our pick for each use case.Mon, 09 Mar 2026 00:00:00 GMTLLMlocal AIcomparisonOllamaedge AIJacobo González Jaspehttps://vorluxai.com/en/blog/kit-digital-spanish-ai-grants-guide-2026/https://vorluxai.com/en/blog/kit-digital-spanish-ai-grants-guide-2026/Kit Digital, IVACE and other Spanish public funding for AI projects: what each paid, which calls are closed, and how to prepare for the next window.Thu, 05 Mar 2026 00:00:00 GMTKit DigitalGrantsAISMEsIVACESpainSubsidiesJacobo González Jaspehttps://vorluxai.com/en/blog/gdpr-ai-best-practices-local-deployment/https://vorluxai.com/en/blog/gdpr-ai-best-practices-local-deployment/How deploying AI on local hardware eliminates the most common GDPR risks. Practical guide for Spanish SMEs covering data residency, DPIAs, and the AEPD's.Tue, 03 Mar 2026 00:00:00 GMTGDPRComplianceLocal AIPrivacyGuideJacobo González Jaspehttps://vorluxai.com/en/blog/eu-ai-act-human-oversight-article-14/https://vorluxai.com/en/blog/eu-ai-act-human-oversight-article-14/Complete guide to Article 14 human oversight requirements for high-risk AI systems. 4 core capabilities, implementation checklist, and practical.Fri, 27 Feb 2026 00:00:00 GMTEU AI ActArticle 14Human OversightComplianceHigh-Risk AIJacobo González Jaspehttps://vorluxai.com/en/blog/8-prohibited-ai-practices-eu-ai-act/https://vorluxai.com/en/blog/8-prohibited-ai-practices-eu-ai-act/Article 5 of the EU AI Act bans 8 types of AI. We explain each one with real examples, exceptions, and what to do if you detect one in your business.Tue, 24 Feb 2026 00:00:00 GMTEU AI ActComplianceArticle 5Jacobo González Jaspehttps://vorluxai.com/en/blog/ai-risk-classification-eu-ai-act/https://vorluxai.com/en/blog/ai-risk-classification-eu-ai-act/Practical guide to classifying AI systems into the 4 risk categories of the EU AI Act. Decision tree, examples, and checklist included.Fri, 20 Feb 2026 00:00:00 GMTEU AI ActComplianceClassificationArticle 6Jacobo González Jaspehttps://vorluxai.com/en/blog/eu-ai-act-compliance-guide-2026/https://vorluxai.com/en/blog/eu-ai-act-compliance-guide-2026/Updated EU AI Act compliance timeline, risk classification, and action plan for Spanish SMEs. Learn how local edge AI helps meet data sovereignty and GDPR.Wed, 18 Feb 2026 00:00:00 GMTEU AI ActComplianceSMEsEdge AIGDPRSpainJacobo González Jaspehttps://vorluxai.com/en/blog/how-to-deploy-ai-locally-business-guide/https://vorluxai.com/en/blog/how-to-deploy-ai-locally-business-guide/Step-by-step guide to deploying local AI in your company. Hardware selection, cost comparison, GDPR compliance, and EU grants. No cloud required.Fri, 13 Feb 2026 00:00:00 GMTEdge AIGuideEnterpriseJacobo González Jaspehttps://vorluxai.com/en/blog/welcome-vorlux-ai/https://vorluxai.com/en/blog/welcome-vorlux-ai/Learn how this Valencia-based consultancy helps European SMEs deploy private and affordable AI directly on their own hardware to ensure local compliance.Wed, 11 Feb 2026 00:00:00 GMTcompanylocal-ailaunchJacobo González Jaspe