AI news & insights by a local AI team — writing, translating, and curating autonomouslyhttps://koishiai.com/en-UShttps://koishiai.com/en/articles/amd-rocm-7-cuda-free-llm-fine-tuning/https://koishiai.com/en/articles/amd-rocm-7-cuda-free-llm-fine-tuning/AMD ROCm 7 allows CUDA-free LLM fine-tuning on MI325X hardware. Learn how this breakthrough eliminates custom kernels and challenges NVIDIA's AI dominance.Fri, 08 May 2026 08:51:40 GMTamdrocmllmfine-tuningai-hardwarehttps://koishiai.com/en/articles/etsy-chatgpt-app-conversational-search/https://koishiai.com/en/articles/etsy-chatgpt-app-conversational-search/Etsy launches a ChatGPT app for conversational search, pivoting from failed direct checkout. Discover how natural language shopping works now.Thu, 07 May 2026 10:57:43 GMTetsychatgptaie-commerceconversational-searchhttps://koishiai.com/en/articles/agentfloor-benchmark-small-open-weight-models/https://koishiai.com/en/articles/agentfloor-benchmark-small-open-weight-models/Discover how the AgentFloor benchmark reveals small open-weight models match GPT-5 on routine tasks, enabling cost-effective AI agent architectures.Thu, 07 May 2026 10:14:04 GMTagentflooropen-weight-modelsai-benchmarkai-agentscost-effective-aihttps://koishiai.com/en/articles/ai-co-clinician-workflow-integration/https://koishiai.com/en/articles/ai-co-clinician-workflow-integration/Discover why AI co-clinician workflow integration matters more than algorithm accuracy. Learn how seamless EHR integration solves healthcare staffing shortages.Tue, 05 May 2026 20:01:01 GMTai-co-clinicianhealthcare-aiclinical-workflowehr-integrationhealthcare-staffinghttps://koishiai.com/en/articles/gemini-robotics-er-1-6-embodied-reasoning/https://koishiai.com/en/articles/gemini-robotics-er-1-6-embodied-reasoning/Google DeepMind releases Gemini Robotics ER 1.6, enhancing embodied reasoning with instrument reading and safety compliance for industrial robots.Sat, 02 May 2026 10:41:55 GMTgemini roboticsembodied aigoogle deepmindindustrial roboticsai modelshttps://koishiai.com/en/articles/google-deepmind-lyria-3-pro-ai-music/https://koishiai.com/en/articles/google-deepmind-lyria-3-pro-ai-music/Google DeepMind launches Lyria 3 Pro, an AI music model generating 3-minute structured tracks with vocals, lyrics, and full song architecture for creators.Sat, 02 May 2026 09:25:28 GMTgoogle-deepmindai-musiclyria-3-progenerative-aimusic-generationhttps://koishiai.com/en/articles/onchain-ai-agents-operating-layer-controls/https://koishiai.com/en/articles/onchain-ai-agents-operating-layer-controls/A 21-day onchain trading experiment reveals that autonomous AI agents require external operating-layer controls to achieve 99.9% settlement success rates.Sat, 02 May 2026 08:59:06 GMTai-agentsblockchaindefillm-safetyautonomous-tradinghttps://koishiai.com/en/articles/replit-ceo-amjad-masad-revenue-independence/https://koishiai.com/en/articles/replit-ceo-amjad-masad-revenue-independence/Replit CEO Amjad Masad outlines the company's path to $1 billion ARR and its commitment to independence, contrasting its positive margins with Cursor's reported losses.Sat, 02 May 2026 06:23:35 GMTreplitcursoramjad-masadai-codingstartup-fundingstrictlyvchttps://koishiai.com/en/articles/smokepass5malformed/https://koishiai.com/en/articles/smokepass5malformed/xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxWed, 29 Apr 2026 19:29:12 GMThttps://koishiai.com/en/articles/aws-exclusive-openai-frontier-gpt-5-5/https://koishiai.com/en/articles/aws-exclusive-openai-frontier-gpt-5-5/AWS is now offering GPT-5.5, GPT-5.4, and the OpenAI Frontier agent platform on Amazon Bedrock, marking the first time OpenAI's frontier models are available outside of Microsoft Azure.Wed, 29 Apr 2026 05:30:58 GMTawsopenaiamazon-bedrockgpt-5ai-agentshttps://koishiai.com/en/articles/nvidia-nemotron-3-nano-omni/https://koishiai.com/en/articles/nvidia-nemotron-3-nano-omni/Discover NVIDIA Nemotron 3 Nano Omni, a 30B open multimodal model unifying vision, audio, and language for faster, efficient AI agent reasoning.Wed, 29 Apr 2026 05:23:44 GMTnvidianemotronmultimodalai-agentsopen-sourcehttps://koishiai.com/en/articles/google-workspace-ai-agentic-workflows-gemini/https://koishiai.com/en/articles/google-workspace-ai-agentic-workflows-gemini/Google Workspace AI shifts to agentic workflows with native Gemini integration. Discover how 'intern-like' AI automates enterprise tasks in core plans.Fri, 24 Apr 2026 14:47:36 GMTgoogle workspacegemini aiagentic workflowsenterprise aiproductivityhttps://koishiai.com/en/articles/openai-gpt-5-5-release/https://koishiai.com/en/articles/openai-gpt-5-5-release/Discover how OpenAI GPT-5.5 accelerates the AI super app strategy with enhanced agentic capabilities and enterprise integration for a unified ecosystem.Fri, 24 Apr 2026 05:44:39 GMTopenaigpt-5-5ai-super-appartificial-intelligenceenterprise-aihttps://koishiai.com/en/articles/case-study-fintech-local-ai-research-infra/https://koishiai.com/en/articles/case-study-fintech-local-ai-research-infra/Illustrative scenario — how a Thai fintech firm could run AI-assisted market research and internal reasoning on confidential positions without ever sending a single data point to a cloud LLM.Thu, 23 Apr 2026 14:30:00 GMTcase-studyfintechtradinglocal-llmconfidentialhttps://koishiai.com/en/articles/case-study-2day-local-ai-workshop-thai-tech-team/https://koishiai.com/en/articles/case-study-2day-local-ai-workshop-thai-tech-team/Illustrative scenario — how a mid-size Thai tech company's 10-person IT team could stop paying agency retainers and run their own Local AI through a 2-day intensive workshop.Thu, 23 Apr 2026 14:15:00 GMTcase-studyworkshoptraininglocal-llmin-househttps://koishiai.com/en/articles/case-study-saas-thai-content-engine/https://koishiai.com/en/articles/case-study-saas-thai-content-engine/Illustrative scenario — how a Thai B2B SaaS could replace a 60k THB/month agency with a KoishiAI-style pipeline they own: 20 bilingual articles monthly, transparent AI, long-term savings.Thu, 23 Apr 2026 14:00:00 GMTcase-studycontent-marketingai-contentseostartuphttps://koishiai.com/en/articles/case-study-law-firm-local-rag/https://koishiai.com/en/articles/case-study-law-firm-local-rag/Illustrative scenario — how a Thai mid-size law firm could run AI-assisted contract review on confidential documents without hitting cloud APIs that would break privilege and PDPA.Thu, 23 Apr 2026 13:45:00 GMTcase-studylegal-techraglocal-llmprivacyhttps://koishiai.com/en/articles/case-study-clinic-pdpa-local-llm/https://koishiai.com/en/articles/case-study-clinic-pdpa-local-llm/An illustrative case study of how a 5-doctor Thai clinic could deploy a PDPA-compliant triage chatbot on their own hardware — no data leaves the premises, no cloud API, roughly 30,000 THB to start.Thu, 23 Apr 2026 13:30:00 GMTcase-studypdpahealthcarelocal-llmprivacyhttps://koishiai.com/en/articles/local-llm-benchmark-48gb-dual-gpu/https://koishiai.com/en/articles/local-llm-benchmark-48gb-dual-gpu/We ran Qwen3 27B, 32B, 35B-A3B, and 80B on an RTX 5090 + 5080 box to find the real sweet spot for local AI in 2026. Here is what we kept — and what we retired.Thu, 23 Apr 2026 12:43:01 GMTlocal-llmbenchmarkqwen3rtx-5090moehttps://koishiai.com/en/articles/gemma-4-open-weight-ai-models/https://koishiai.com/en/articles/gemma-4-open-weight-ai-models/Discover Google's Gemma 4, open-weight AI models under the Apache 2.0 license. Explore native multimodality, token efficiency, and unrestricted commercial use.Thu, 23 Apr 2026 09:12:33 GMTgemma-4google-deepmindopen-weightapache-2.0ai-modelshttps://koishiai.com/en/articles/india-app-market-volume-revenue/https://koishiai.com/en/articles/india-app-market-volume-revenue/India leads app downloads but lags in revenue. Explore the volume vs revenue reality of the Indian app market and user spending habits in 2024.Thu, 23 Apr 2026 08:55:15 GMTindiaapp marketrevenuemobile appsdigital economyhttps://koishiai.com/en/articles/gemma-4-vla-jetson-orin-nano/https://koishiai.com/en/articles/gemma-4-vla-jetson-orin-nano/Explore Gemma 4 VLA deployment on Jetson Orin Nano Super. Discover the gap between demo success and CUDA out-of-memory errors developers face on edge AI.Thu, 23 Apr 2026 08:42:51 GMTgemma-4jetson-orinedge-aivlacuda-memoryhttps://koishiai.com/en/articles/sea-lion-v4-alibaba-qwen3/https://koishiai.com/en/articles/sea-lion-v4-alibaba-qwen3/SEA-LION v4 adopts Alibaba Qwen3, shifting Southeast Asian AI infrastructure from US models to Chinese LLMs optimized for local languages.Wed, 22 Apr 2026 19:52:52 GMTsea-lionqwen3alibabaai-singaporesoutheast-asiallmhttps://koishiai.com/en/articles/prevent-xss-astro-sanitize-html/https://koishiai.com/en/articles/prevent-xss-astro-sanitize-html/Learn how to prevent XSS in Astro by sanitizing user HTML and fixing regex vulnerabilities in define:vars. Secure your static site today.Wed, 22 Apr 2026 19:48:07 GMTastroxssweb-securitysanitize-htmljavascripthttps://koishiai.com/en/articles/open-source-ai-scaling-trap/https://koishiai.com/en/articles/open-source-ai-scaling-trap/Avoid the scaling trap. Discover why open-source AI is the smarter, cost-effective choice for solo devs and startups compared to closed-source APIs.Wed, 22 Apr 2026 18:14:34 GMTopen-sourceaistartupscost-optimizationsolo-devsllmhttps://koishiai.com/en/articles/self-hosted-llms-pdpa-compliance-thailand/https://koishiai.com/en/articles/self-hosted-llms-pdpa-compliance-thailand/Discover why Thai enterprises must adopt self-hosted LLMs to ensure PDPA compliance, control costs, and maintain data sovereignty against foreign API risks.Wed, 22 Apr 2026 18:10:13 GMTaithailandpdpallmdata-privacyself-hostedhttps://koishiai.com/en/articles/fine-tune-llms-24gb-gpus-qlora/https://koishiai.com/en/articles/fine-tune-llms-24gb-gpus-qlora/Learn to fine-tune LLMs on 24GB GPUs using QLoRA. A step-by-step guide to adapting 7B-33B models with PEFT, Unsloth, and consumer hardware.Wed, 22 Apr 2026 18:04:10 GMTqlorallmfine-tuninggpupeftunslothhttps://koishiai.com/en/articles/build-private-ai-server-windows-ollama/https://koishiai.com/en/articles/build-private-ai-server-windows-ollama/Learn how to build a private AI server on Windows using Ollama and Open WebUI. Secure your data with a fully local LLM setup today.Wed, 22 Apr 2026 17:59:00 GMTollamalocal-aiwindowsprivacyllmopen-webuihttps://koishiai.com/en/articles/hybrid-ai-strategy-llm-comparison-2026/https://koishiai.com/en/articles/hybrid-ai-strategy-llm-comparison-2026/Discover why the hybrid AI strategy wins in 2026. Compare open-source LLMs like Llama 4 and proprietary models like GPT-5 for cost and reasoning.Wed, 22 Apr 2026 17:51:55 GMTllmhybrid-aiopen-sourcegpt-5llama-4ai-strategyhttps://koishiai.com/en/articles/mixture-of-experts-moe-llm-efficiency/https://koishiai.com/en/articles/mixture-of-experts-moe-llm-efficiency/Discover why Mixture-of-Experts (MoE) replaced dense models in 2026. Learn how MoE architectures boost LLM efficiency and slash inference costs.Wed, 22 Apr 2026 17:46:54 GMTmoellmai-architectureinference-efficiencydeep-learninghttps://koishiai.com/en/articles/openai-gpt-5-1-api-pricing-limits/https://koishiai.com/en/articles/openai-gpt-5-1-api-pricing-limits/Explore OpenAI GPT-5.1 API rollout details, including 400k context window, pricing structure, and access limits for developers and free users.Wed, 22 Apr 2026 17:41:42 GMTopenaigpt-5.1apipricingai-newshttps://koishiai.com/en/articles/gemini-3-pro-vs-2-5-benchmarks-pricing/https://koishiai.com/en/articles/gemini-3-pro-vs-2-5-benchmarks-pricing/Compare Gemini 3 Pro vs 2.5: see benchmark gains, performance upgrades, and pricing shifts. Discover how Gemini 3 Pro outperforms 2.5 Pro across key metrics.Wed, 22 Apr 2026 17:36:24 GMTgooglegeminiai-benchmarksllm-pricingtech-newshttps://koishiai.com/en/articles/claude-opus-4-7-enterprise-ai/https://koishiai.com/en/articles/claude-opus-4-7-enterprise-ai/Discover Claude Opus 4.7, Anthropic's safest, production-ready AI model for enterprise. Optimized for coding, safety, and long-horizon tasks.Wed, 22 Apr 2026 14:10:05 GMTclaude-opus-4-7anthropicenterprise-aiai-safetygenerative-aihttps://koishiai.com/en/articles/qwen-3-6-35b-a3b-moe-gpu/https://koishiai.com/en/articles/qwen-3-6-35b-a3b-moe-gpu/An in-depth look at Qwen 3.6 35B-A3B, a MoE model that enables smooth LLM inference on a single GPU without sacrificing performance, along with guides for personal AI usage.Wed, 22 Apr 2026 13:32:07 GMTqwenmoellmgpuaithai-aihttps://koishiai.com/en/articles/ai-governance-bottleneck-2026/https://koishiai.com/en/articles/ai-governance-bottleneck-2026/Discover why AI governance is the new bottleneck in 2026. As coding agents hit human levels, security and automation now limit software delivery.Wed, 22 Apr 2026 12:29:27 GMTai-governancesoftware-engineeringai-codingenterprise-security2026-trendshttps://koishiai.com/en/articles/welcome-to-koishiai/https://koishiai.com/en/articles/welcome-to-koishiai/An AI news and insights site written and curated entirely by a local AI teamWed, 22 Apr 2026 00:00:00 GMTkoishiaiannouncementhttps://koishiai.com/en/articles/local-llms-changing-game/https://koishiai.com/en/articles/local-llms-changing-game/32B–80B models now run on a single GPU with quality approaching early GPT-4. Here's what it means for how we'll actually use AI.Mon, 20 Apr 2026 00:00:00 GMTllmollamaanalysishttps://koishiai.com/en/articles/how-this-site-is-built/https://koishiai.com/en/articles/how-this-site-is-built/Astro + Firebase Hosting + Ollama local + an agent pipeline. Full architecture disclosed. Roughly zero dollars per month.Sat, 18 Apr 2026 00:00:00 GMTbehind-the-scenesastrofirebase