soy

Patent lawyer turned AI engineer. Processed 4M patents with local LLM on RTX 5090. Building PatentLLM — AI-powered patent search. Also ranked #1 on Floodgate (shogi AI). Writing about local LLM etc.

Japan Joined on Mar 8, 2026 q07025a@gmail.com https://media.patentllm.org/

soy

Jun 28

OpenAI Codex Data Leakage, EU Chat Control, and KIDS Act Age Checks: New Security Concerns

#security #cybersecurity #vulnerability

4 min read

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soy

Jun 28

AWS FinOps Agent, Agentis Lux for RAG, & Fixing Confident AI Coding Agents

#ai #rag #automation

3 min read

soy

Jun 28

DuckDB-Iceberg v1.5.3, PostgreSQL Hash Join Tuning, & Relational Algebra to SQL

#database #sql #sqlite

3 min read

soy

Jun 28

Linux Kernel 7.2/7.3 Boosts AMDGPU HDMI, Color; Vulkan Powers New Wayland Compositor

#gpu #nvidia #hardware

3 min read

soy

Jun 28

GPT-5.6 & Anthropic Mythos 5 Updates; Practical Claude Code for MRI Analysis

#ai #machinelearning #cloud

3 min read

soy

Jun 28

Local AI & Open Models: FluidVoice, 3D Foundation Models & CuPy GPU Acceleration

#ai #llm #selfhosted

3 min read

soy

Jun 27

Undisclosed 0-Days, OpenZL for Zero-Trust, and Reddit's Anti-Spam Architecture

#security #cybersecurity #vulnerability

3 min read

soy

Jun 27

LLM Agent Debugging, Resource Optimization, and SQL Integration for Applied AI

#ai #rag #automation

3 min read

soy

Jun 27

SQLite Concurrency, PostgreSQL Hash Aggregation Tuning, and Secure pgBackRest Backups

#database #sql #sqlite

3 min read

soy

Jun 27

Linux GPU Driver Patches: Intel HDR, Kernel Memory, Vulkan Display

#gpu #nvidia #hardware

3 min read

soy

Jun 27

DSpark LLM Inference, AI-Driven SDLC, & AWS Credential Automation Updates

#ai #machinelearning #cloud

4 min read

soy

Jun 27

Local AI on CPU, Token Prediction Insights, & Transformer Fine-Tuning Acceleration

#ai #llm #selfhosted

3 min read

soy

Jun 26

CVE-2026-LGTM Incident, AI Assistant Hacking, & MicroVM Sandboxes

#security #cybersecurity #vulnerability

3 min read

soy

Jun 26

Eve Framework for AI Agents, Dapr 1.18 Security, & AI Agents in Laravel

#ai #rag #automation

3 min read

soy

Jun 26

SQLite's LumoSQL 0.82 Release, Postgres 19 Graph Queries, & GUC Performance Tuning

#database #sql #sqlite

3 min read

soy

Jun 26

Linux 7.2 PCIe Fixes, NVIDIA GB10 CPU Benchmarks, Intel ANV Vulkan Driver

#gpu #nvidia #hardware

3 min read

soy

Jun 26

GPT-5.6 Sol Debuts, Vercel's Eve for AI Agents, Dapr 1.18 Adds Verifiable Execution

#ai #machinelearning #cloud

3 min read

soy

Jun 26

GPU Overclocking for Local LLMs, Document Transformation, & Lightweight Agentic Apps

#ai #llm #selfhosted

3 min read

soy

Jun 25

AI Content Detection, Zig Low-Level Hardening, & Sub-1nm Chip Security Focus

#security #cybersecurity #vulnerability

3 min read

soy

Jun 25

Enterprise AI Agents, RAG with Claude/ChatGPT, & Slack's Multi-Cloud AI Platform

#ai #rag #automation

3 min read

soy

Jun 25

LumoSQL 0.82 Release, SQLite Busy Snapshot Internals, PostgreSQL Query Optimization

#database #sql #sqlite

4 min read

soy

Jun 25

DXVK 3.0 Shader/Vulkan, AMD ONNX FFmpeg DNN, Linux 6.18 Pi GPU Updates

#gpu #nvidia #hardware

3 min read

soy

Jun 25

Cloud AI Dev: Figma AI Motion, Slack Multi-Cloud AI, FB Creator Studio App

#ai #machinelearning #cloud

3 min read

soy

Jun 25

vLLM Deployment, Jetson GPU Acceleration, Apple Silicon Containers for Local AI

#ai #llm #selfhosted

3 min read

soy

Jun 24

SSH Tunnels Hardening Guide, NSA AI Tool Access Loss, Open Source AI Policy

#security #cybersecurity #vulnerability

3 min read

soy

Jun 24

RAG vs Agents, DSPy Reliability, and Google OpenRL for LLM Fine-tuning

#ai #rag #automation

3 min read

soy

Jun 24

DuckDB Delta Lake Integration, SQLite Concurrency, and pg_clickhouse for Postgres 19

#database #sql #sqlite

3 min read

soy

Jun 24

Linux 7.2 MGLRU Boosts Throughput, AMDGPU Adds Gamma Curves; NVIDIA Dominates TOP500

#gpu #nvidia #hardware

3 min read

soy

Jun 24

Google OpenRL for LLM Fine-tuning, RubyLLM Multi-AI API, OpenAI's Jalapeño Chip Revealed

#ai #machinelearning #cloud

3 min read

soy

Jun 24

DSPy Reliability, RAG/Agentic AI Patterns, & Parallel Agent Orchestration

#ai #llm #selfhosted

3 min read

soy

Jun 23

Vulnerability Management Evolution, Bot Defenses, and AI Privacy Risks

#security #cybersecurity #vulnerability

3 min read

soy

Jun 23

AI Agent Orchestration: AWS Blocks, LLM Drift Detection, and Production AI Assistants

#ai #rag #automation

3 min read

soy

Jun 23

DuckDB DuckLake Spec, SQLite Busy Recovery, & PostgreSQL Backup Innovations

#database #sql #sqlite

3 min read

soy

Jun 23

GPU Hardware, Drivers, and Cooling Innovations for HPC & AI

#gpu #nvidia #hardware

3 min read

soy

Jun 23

AWS Blocks for AI Agents, Claude API Error Rate, & Unlimited OCR Tool

#ai #machinelearning #cloud

3 min read

soy

Jun 23

Local AI Triage, Nous Hermes Agents, & Transformers.js Storage for Browser Models

#ai #llm #selfhosted

3 min read

soy

Jun 22

Securing AI: Codex Operational Bugs, Claude Output Integrity, Copilot Context

#security #cybersecurity #vulnerability

3 min read

soy

Jun 22

Moebius AI Inpainting, Model Poisoning Defenses, & GLM vs Opus Benchmarks

#ai #rag #automation

3 min read

soy

Jun 22

DuckDB 1.5.2, PostgreSQL Internal Stats, and SQLite Virtual Table xUpdate Deep Dive

#database #sql #sqlite

3 min read

soy

Jun 22

GPU Drivers & CUDA: Valve's Ray-Tracing Inspector, ROCm WSL, and NVIDIA AI Software Boost

#gpu #nvidia #hardware

3 min read

soy

Jun 22

Claude Code 'Extended Thinking', OpenAI Codex Bug, & GLM 5.2 vs. Opus Benchmarks

#ai #machinelearning #cloud

4 min read

soy

Jun 22

Hugging Face Unveils New Multimodal Models & AI Agent Coding Template

#ai #llm #selfhosted

3 min read

soy

Jun 21

iOS Privacy Auditing, Web CORS Hardening, and LLM Artwork Poisoning Defenses

#security #cybersecurity #vulnerability

3 min read

soy

Jun 21

AI Agent Orchestration: Mastra Framework, Bifrost Edge MCP & Real-time Copilots

#ai #rag #automation

3 min read

soy

Jun 21

DuckDB Client-Server Protocol, v1.5.3 Release, and pg_timetable Migration

#database #sql #sqlite

3 min read

soy

Jun 21

Linux 7.2 Preps for NVIDIA Blackwell-Next; Mesa 26.2 Boosts Vulkan Present Timing

#gpu #nvidia #hardware

3 min read

soy

Jun 21

Claude Benchmarks, Identity Verification, and AI Training Data Transparency

#ai #machinelearning #cloud

3 min read

soy

Jun 21

Open-Source LLM Agents & Local AI Copilots: DeerFlow, Stock Analysis, Desktop Inference

#ai #llm #selfhosted

3 min read

soy

Jun 20

AI Agent Authentication & Covert Data Channels: Securing the New Attack Surface

#security #cybersecurity #vulnerability

3 min read

soy

Jun 20

On-Device GenAI with Apple Core AI, Securing LLM Agents, & Mobile RPA

#ai #rag #automation

4 min read

soy

Jun 20

DuckDB Embraces Lakehouse Vector Search; SQLite Deep Dives into xUpdate & VFS Builds

#database #sql #sqlite

3 min read

soy

Jun 20

Linux 7.2 Gets AMD ACP Driver; NVIDIA Debuts XR AI Framework & GeForce NOW Sync

#gpu #nvidia #hardware

4 min read

soy

Jun 20

Claude Fable 5 Data Sharing on Bedrock, Apple Core AI, & CircleCI for AI Workflows

#ai #machinelearning #cloud

3 min read

soy

Jun 20

Open-source AI Tools: Voicebox, OpenMontage, & Codebase-memory-mcp for Local LLM Dev

#ai #llm #selfhosted

3 min read

soy

Jun 19

Zero-Touch OAuth Hardening, GitHub Availability, & Chip-Level OS Security Insights

#security #cybersecurity #vulnerability

3 min read

soy

Jun 19

AI Agent Orchestration: Proxmox Automation, OpenAI Data Agents & Azure Serverless Runtime

#ai #rag #automation

3 min read

soy

Jun 19

SQLite VFS Integration, pgsql_tweaks Release, and Production AI with pgvector

#database #sql #sqlite

3 min read

soy

Jun 19

NVK Vulkan Driver Gains DLSS, AMD Barco MXRT Linux Support, & Apple M3 SoCs Boot Linux 7.2

#gpu #nvidia #hardware

3 min read

soy

Jun 19

Zero-Touch OAuth for MCP, Azure Serverless AI Agents, GitLab 19.0 AI DevSecOps

#ai #machinelearning #cloud

3 min read

soy

Jun 19

LLM Token Compression with Headroom, Open Model Benchmarking, & Self-Hosted AI

#ai #llm #selfhosted

3 min read

1 Week Community Wellness Streak

Writing Debut

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