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 11

AMD RCE Ignored, GitHub Boosts Secret Scanning with LLMs, AUR Supply Chain Attack

#security #cybersecurity #vulnerability

3 min read

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soy

Jun 11

AI Agent Security, Open-Source Code Generation, and Frontier Models on Bedrock

#ai #rag #automation

4 min read

soy

Jun 11

SQLite Ecosystem: RTree/JSON Bugs, ON CONFLICT DO SELECT & PG Query Planning

#database #sql #sqlite

3 min read

soy

Jun 11

AMD GFX1156 Driver Prep, Intel OIDN 2.5 GPU Gains, NVIDIA RTX Accelerates DiffusionGemma

#gpu #nvidia #hardware

4 min read

soy

Jun 11

GPT-5.5, Codex GA on Bedrock; MiMo Code Open-Source; Claude Fable Guardrail Apology

#ai #machinelearning #cloud

3 min read

soy

Jun 11

PyTorch MLP Fusion, NVIDIA Agent Skill Security, & AI Tool Prompts Collection

#ai #llm #selfhosted

3 min read

soy

Jun 10

reCaptcha's New Phone Verification, macOS Container Tool v1.0.0, and AI Model Trust Issues

#security #cybersecurity #vulnerability

3 min read

soy

Jun 10

AI Systems at Scale: Context Engineering, Automation Stacks, & ERP Integration

#ai #rag #automation

4 min read

soy

Jun 10

SQLite `ON CONFLICT DO SELECT` Proposal, PostgreSQL 19 Features & SQLite Critical Bug

#database #sql #sqlite

3 min read

soy

Jun 10

CUDA for AMD Lemonade, Intel Arc Pro Linux Gains, XPU Manager 2.0

#gpu #nvidia #hardware

3 min read

soy

Jun 10

Claude Fable 5, Azure APIM Unified AI, & Claude Desktop VM Resource Use

#ai #machinelearning #cloud

4 min read

soy

Jun 10

Cohere's North Mini Code, LLM Token Optimization & OpenMed Healthcare AI Highlight Local AI Advancements

#ai #llm #selfhosted

3 min read

soy

Jun 10

INT8 Q/DQ Calibration on Blackwell: 1.8 the TRT 10 + FP16 Baseline

#tensorrt #quantization #gpu #machinelearning

7 min read

soy

Jun 9

AI Supply Chain Attack, Agent Security Risks, & Identity Hardening

#security #cybersecurity #vulnerability

3 min read

soy

Jun 9

Microsoft Foundry Powers Production Agents, Base Adds Payment Skills, and In-House Agent Runtime Essentials

#ai #rag #automation

3 min read

soy

Jun 9

DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor

#database #sql #sqlite

3 min read

soy

Jun 9

Vortex 3.0 RISC-V GPGPU, Pragtical SDL GPU Backend, NVIDIA RTX Spark Launch

#gpu #nvidia #hardware

4 min read

soy

Jun 9

Anthropic's Claude Fable 5, Microsoft Foundry, & Mythos Hands-On

#ai #machinelearning #cloud

3 min read

soy

Jun 9

Benchmarking ASR & Essential Open-Source CV Tools for Local AI

#ai #llm #selfhosted

3 min read

soy

Jun 8

Data Integrity, Cypherpunk Foundations, & AI Agent Security

#security #cybersecurity #vulnerability

3 min read

soy

Jun 8

Benchmarking AI Agents, Gemma 4 On-Device Workflows & AI System Security

#ai #rag #automation

3 min read

soy

Jun 8

DuckLake Spec, pg_background 2.0, and pgsql_tweaks 1.0.3 Enhance Database Ecosystem

#database #sql #sqlite

4 min read

soy

Jun 8

Linux 7.1 Boosts Intel Arc, Flatpak Integrates ROCm, Vintage AMD Driver Refined

#gpu #nvidia #hardware

3 min read

soy

Jun 8

Gemini 3.5, Gemma 4 12B & Apple AI Architecture Updates for Cloud Developers

#ai #machinelearning #cloud

3 min read

soy

Jun 8

Local LLM Benchmarking & Agent Tools for Self-Hosted AI

#ai #llm #selfhosted

4 min read

soy

Jun 7

IOCCC Obfuscation, Hardware RE, and Guix/Nix Supply Chain Techniques

#security #cybersecurity #vulnerability

3 min read

soy

Jun 7

LLM-powered Learning, Handwritten Digit Recognition, and AI Career Guidance

#ai #rag #automation

3 min read

soy

Jun 7

DuckDB 1.5.2 & DuckLake v1.0 Debut, Plus Embedded SQLite in Scripting Engines

#database #sql #sqlite

3 min read

soy

Jun 7

Linux Kernel & Mesa Boost GPU Gaming, Vulkan Video Decoding in Firefox

#gpu #nvidia #hardware

4 min read

soy

Jun 7

Claude Desktop Request, LLM Learning Tool, and KV Cache Compression Boost

#ai #machinelearning #cloud

3 min read

soy

Jun 7

New `llama.cpp` Updates, AI Agents for Any LLM, and Quantized Vector Index for Local Inference

#ai #llm #selfhosted

3 min read

soy

Jun 6

Concise Security & Vulnerability Highlights: OS Primitives, Database Keys, and Nation-State Threats

#security #cybersecurity #vulnerability

3 min read

soy

Jun 6

RAG, Multi-Agent Orchestration & AI Trust Models for Production Workflows

#ai #rag #automation

4 min read

soy

Jun 6

DuckDB 1.5.3 & Quack Protocol Release; PostgreSQL File Descriptor Tuning

#database #sql #sqlite

3 min read

soy

Jun 6

New AMD Anti-Lag for RADV, Ape Vulkan Driver in Zig, and Linux DRM Security Fixes

#gpu #nvidia #hardware

3 min read

soy

Jun 6

Gemma 4 Local Inference with LiteRT-LM, LinkedIn's AI Agent Patterns, Securing AI Stack

#ai #machinelearning #cloud

4 min read

soy

Jun 6

Local Models Orchestration, Personal AI Infrastructure & Multimodal Safety

#ai #llm #selfhosted

3 min read

soy

Jun 5

AI Code Security: Claude's rsync Bugs; Europe's GNSS Interference & GPS Anomalies

#security #cybersecurity #vulnerability

3 min read

soy

Jun 5

Dropbox Nova for AI Coding Agents, OpenAI's Codex Sandbox, & Puppeteer MCP Server

#ai #rag #automation

3 min read

soy

Jun 5

DuckDB Integrates Lance Lakehouse; SQLite CVE Fix; Postgres 19 Beta on K8s

#database #sql #sqlite

3 min read

soy

Jun 5

Rust for CUDA Kernels, NVIDIA Nova, and AMDGPU Driver Updates in Linux 7.2

#gpu #nvidia #hardware

3 min read

soy

Jun 5

Claude Code Quality, OpenAI Sandbox, & Dropbox AI Agent Platform

#ai #machinelearning #cloud

3 min read

soy

Jun 5

OpenClaw Windows Node, MemPalace & NVIDIA Cosmos Boost Local AI & Open Models

#ai #llm #selfhosted

3 min read

soy

Jun 4

LLM Hacking, Secure Code Review, and AI Model Weight Integrity Explored

#security #cybersecurity #vulnerability

3 min read

soy

Jun 4

LLM Cost Attribution with OTel, Next.js for AI Agents, LLM Security Testing

#ai #rag #automation

3 min read

soy

Jun 4

SQLite Optimizer Deep Dive, Change-Set Internals & Azure PostgreSQL Architecture

#database #sql #sqlite

3 min read

soy

Jun 4

AMD GPU Benchmarks, HDMI 2.1 FRL Driver, and Multi-Device AI with GAIA on Linux

#gpu #nvidia #hardware

4 min read

soy

Jun 4

Next.js 16.2 Boosts AI Agent Tooling; Microsoft Expands AI Services; LLM App Hacking Explored

#ai #machinelearning #cloud

5 min read

soy

Jun 4

NousResearch Agent, Open-Source Notebook LM, & Local Multimodal OCR for Consumer GPUs

#ai #llm #selfhosted

3 min read

soy

Jun 3

Katana BadUSB Exploit, VSCode GitHub Token Stealing, and mimalloc Hardening

#security #cybersecurity #vulnerability

3 min read

soy

Jun 3

Gemma 4 12B Multimodal, AI Copilot Selection, & AI-Optimized Documentation Strategies

#ai #rag #automation

3 min read

soy

Jun 3

PostgreSQL Ecosystem: New Extensions, Graph Queries, & Performance Insights

#database #sql #sqlite

3 min read

soy

Jun 3

GPU Driver & Compiler Updates: RADV 100% Pixel Throughput, KRAID for Mali, Ubuntu ROCm SRU

#gpu #nvidia #hardware

4 min read

soy

Jun 3

Gemma 4 12B, Microsoft MAI-Thinking-1 Models, & Uber AI Pricing Signals

#ai #machinelearning #cloud

3 min read

soy

Jun 3

AirLLM Shrinks 70B LLMs to 4GB VRAM; DPO & Supermemory Boost Open Models

#ai #llm #selfhosted

3 min read

soy

Jun 2

Memory Safety, Unsafe Rust Hardening, and Age Verification Security Risks

#security #cybersecurity #vulnerability

4 min read

soy

Jun 2

Hybrid RAG, No-Code AI Agent Memory, & Google Workspace CLI for Agents

#ai #rag #automation

3 min read

soy

Jun 2

SQLite Security, pg_stat_statements, and PostgreSQL CPU Cost Tuning

#database #sql #sqlite

3 min read

soy

Jun 2

NVIDIA's NVK Vulkan Driver Boosts Mesh Shaders; Wayland Dominates Linux Desktops; Jetson Updates for Physical AI

#gpu #nvidia #hardware

3 min read

soy

Jun 2

Google Workspace CLI, MAI-Code-1-Flash, & Hybrid RAG Retrieval Updates

#ai #machinelearning #cloud

3 min read

1 Week Community Wellness Streak

Writing Debut

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