Gemini API File Search now indexes images alongside text in the same store. Metadata filters can isolate NPC memories by chapter and character, and a single-character prototype costs under $1/month on Flash-Lite. Notes on tier limits, pricing breakdown, and what to test first.
An arXiv paper reports that fine-tuning GPT-4o, Gemini 2.5 Pro, and DeepSeek-V3.1 on summary-to-text expansion tasks increases verbatim reproduction of copyrighted books.
VoteWise AI turns election education into a multilingual chat, voice, and story-mode experience built on Next.js. Notes on designing around Gemini 2.5 Flash's safety filters in a political context.
From v2 to v3 of Kana Chat, an AI agent built around official CLI wrappers. The story of stepping back from the DIY OpenClaw direction and pivoting toward a blog pipeline that quickly drafts the daily flood of AI news and papers.
Google launched Android CLI v0.7 preview on April 16, 2026. Subcommands like android create/run/skills/docs, combined with Android Knowledge Base and Android Skills, let any agent (Gemini CLI, Claude Code, Codex) drive Android development through a standardized interface.
LLM safety stacks five layers — input filter, system prompt, RLHF, Constitutional AI, output filter — and each provider blocks at different layers. A breakdown of where abliterated vs uncensored models cut, and the default censorship level baked into local LLMs.
Google DeepMind's AI writing tool Fabula was demoed at CHI 2026. Co-designed with 42 professional writers and built on convergent iteration for story structuring and refinement, but it was first announced around September 2025 and remains a research prototype with no GA in sight.
A research project reverse-engineered Google DeepMind's SynthID image watermark using FFT-based spectral analysis. The V3 bypass achieves 91% phase removal while maintaining SSIM 0.997. Is removing an invisible watermark copyright infringement? Analysis from DMCA, EU AI Act, and Japanese law perspectives.
GPT-5.4 Pro became the first model to solve a researcher-level open problem in FrontierMath, a benchmark managed by Epoch AI. Claude Opus 4.6 and Gemini 3.1 Pro later solved it as well.
Changes from v1 to v2 of Kana Chat, an AI agent built around official CLI wrappers. Covers dual-model router, Heartbeat memory, planner mode, image input, speech transcription, PWA push notifications, and the lessons learned from a month of daily use.
An AI system that automatically reviews Linux kernel patches. Detected 53.6% of known bugs that passed human review. Rust implementation supports both Gemini and Claude.
Design and implementation of Kana Chat, a personal AI agent system that wraps official CLIs. Covers the tmux bridge, context isolation, and tool approval gate that make it safe to run in your own environment.
