amd rocm llm
AMD ROCm 7 Enables 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.
· 4 min read
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etsy chatgpt ai
Etsy ChatGPT App: New Conversational Search Feature
Etsy launches a ChatGPT app for conversational search, pivoting from failed direct checkout. Discover how natural language shopping works now.
· 4 min read
agentfloor open-weight-models ai-benchmark
AgentFloor Benchmark: Small Open-Weight Models Match GPT-5
Discover how the AgentFloor benchmark reveals small open-weight models match GPT-5 on routine tasks, enabling cost-effective AI agent architectures.
· 4 min read
ai-co-clinician healthcare-ai clinical-workflow
AI Co-Clinicians: Workflow Integration Over Accuracy
Discover why AI co-clinician workflow integration matters more than algorithm accuracy. Learn how seamless EHR integration solves healthcare staffing shortages.
· 4 min read
gemini robotics embodied ai google deepmind
Gemini Robotics ER 1.6: Embodied Reasoning & Safety
Google DeepMind releases Gemini Robotics ER 1.6, enhancing embodied reasoning with instrument reading and safety compliance for industrial robots.
· 5 min read
google-deepmind ai-music lyria-3-pro
Google DeepMind Launches Lyria 3 Pro for Structured 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.
· 4 min read
ai-agents blockchain defi
Real Capital Test Shows AI Agent Safety Depends on Operating Layer, Not Just Model
A 21-day onchain trading experiment reveals that autonomous AI agents require external operating-layer controls to achieve 99.9% settlement success rates.
· 5 min read
replit cursor amjad-masad
Replit CEO Amjad Masad: We Aim for $1B ARR, Not a Sale
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.
· 4 min read
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· 1 min read
aws openai amazon-bedrock
AWS Launches GPT-5.5 and OpenAI Frontier on Bedrock Following $50B Deal
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.
· 4 min read
nvidia nemotron multimodal
NVIDIA Nemotron 3 Nano Omni: Unified Multimodal AI
Discover NVIDIA Nemotron 3 Nano Omni, a 30B open multimodal model unifying vision, audio, and language for faster, efficient AI agent reasoning.
· 4 min read
google workspace gemini ai agentic workflows
Google Workspace AI: Agentic Workflows & Gemini Integration
Google Workspace AI shifts to agentic workflows with native Gemini integration. Discover how 'intern-like' AI automates enterprise tasks in core plans.
· 5 min read
openai gpt-5-5 ai-super-app
OpenAI GPT-5.5 Release: Powering the AI Super App Strategy
Discover how OpenAI GPT-5.5 accelerates the AI super app strategy with enhanced agentic capabilities and enterprise integration for a unified ecosystem.
· 3 min read
case-study fintech trading
Case Study: Local AI Research Infrastructure for a Thai Fintech — Confidential Signals Without Cloud Leak
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.
· 7 min read
case-study workshop training
Case Study: A 2-Day Local AI Workshop for a Thai In-House 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.
· 6 min read
case-study content-marketing ai-content
Case Study: Thai AI Content Engine for a B2B SaaS Startup
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.
· 6 min read
case-study legal-tech rag
Case Study: Local RAG for a Thai Law Firm — Confidential Contract Review with Attorney-Client Privilege Intact
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.
· 6 min read
case-study pdpa healthcare
Case Study: Local AI Triage Chatbot for a Thai Clinic Under PDPA
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.
· 5 min read
local-llm benchmark qwen3
Local LLM Benchmark on a 48 GB Dual-GPU Rig: What Actually Runs in 2026
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.
· 6 min read
gemma-4 google-deepmind open-weight
Gemma 4: Google's Open-Weight AI Models Under Apache 2.0
Discover Google's Gemma 4, open-weight AI models under the Apache 2.0 license. Explore native multimodality, token efficiency, and unrestricted commercial use.
· 5 min read
india app market revenue
India App Market: Volume vs Revenue Reality in 2024
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.
· 4 min read
gemma-4 jetson-orin edge-ai
Gemma 4 VLA on Jetson Orin Nano: Memory Limits
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.
· 5 min read
sea-lion qwen3 alibaba
SEA-LION v4 Shifts to Alibaba Qwen3 for Southeast Asia
SEA-LION v4 adopts Alibaba Qwen3, shifting Southeast Asian AI infrastructure from US models to Chinese LLMs optimized for local languages.
· 3 min read
astro xss web-security
Prevent XSS in Astro: Sanitize User HTML & Fix Regex
Learn how to prevent XSS in Astro by sanitizing user HTML and fixing regex vulnerabilities in define:vars. Secure your static site today.
· 5 min read
open-source ai startups
Scaling Trap: Why Solo Devs Should Choose Open-Source AI
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.
· 5 min read
ai thailand pdpa
Self-Hosted LLMs for Thai PDPA Compliance and Cost Control
Discover why Thai enterprises must adopt self-hosted LLMs to ensure PDPA compliance, control costs, and maintain data sovereignty against foreign API risks.
· 5 min read
qlora llm fine-tuning
Fine-Tune LLMs on 24GB GPUs: QLoRA Step-by-Step Guide
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.
· 5 min read
ollama local-ai windows
Build a Private AI Server on Windows with 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.
· 5 min read
llm hybrid-ai open-source
Hybrid AI Strategy: Open-Source LLMs vs Proprietary Models in 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.
· 5 min read
moe llm ai-architecture
Mixture-of-Experts (MoE): Why 2026 LLMs Chose Efficiency
Discover why Mixture-of-Experts (MoE) replaced dense models in 2026. Learn how MoE architectures boost LLM efficiency and slash inference costs.
· 5 min read
openai gpt-5.1 api
OpenAI GPT-5.1 API: Pricing, Limits, and Model Specs
Explore OpenAI GPT-5.1 API rollout details, including 400k context window, pricing structure, and access limits for developers and free users.
· 4 min read
google gemini ai-benchmarks
Gemini 3 Pro vs 2.5: Benchmark Gains and 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.
· 5 min read
claude-opus-4-7 anthropic enterprise-ai
Claude Opus 4.7: Safer, Production-Ready AI for Enterprise
Discover Claude Opus 4.7, Anthropic's safest, production-ready AI model for enterprise. Optimized for coding, safety, and long-horizon tasks.
· 3 min read
qwen moe llm
Qwen 3.6 35B-A3B: Running LLMs on a Single GPU with MoE Architecture
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.
· 4 min read
ai-governance software-engineering ai-coding
AI Governance Bottleneck: The 2026 Engineering Shift
Discover why AI governance is the new bottleneck in 2026. As coding agents hit human levels, security and automation now limit software delivery.
· 5 min read
koishiai announcement
Welcome to KoishiAI
An AI news and insights site written and curated entirely by a local AI team
· 2 min read
llm ollama analysis
Local LLMs Are Changing the Game: Why 2026 Might Be the Year of Running AI at Home
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.
· 2 min read
behind-the-scenes astro firebase
How This Site Is Built — Behind the Scenes of KoishiAI
Astro + Firebase Hosting + Ollama local + an agent pipeline. Full architecture disclosed. Roughly zero dollars per month.
· 3 min read