Personalize Image Models With LoRA at Home: Data, Training, and Safe Publishing
A practical guide to tuning image models with LoRA on consumer hardware—covering data, training choices, evaluation, and safe release.
AI Music That Ships: A Practical Workflow for Indie Creators, From Idea to Live Set
Turn rough ideas into polished tracks with an AI‑assisted process you can repeat. Tools, ethics, mixing, and live performance—clear and practical.
Cut Your LLM Bill: A Practical Playbook for Smarter Prompts, Caching, and Model Routing
Most AI bills grow quietly. This practical playbook shows how to measure value, trim tokens, cache repeats, and route tasks to the right model.
AI in the Terminal You Can Trust: Safer, Faster Shell Sessions With Command‑Aware Assistants
Turn your shell into a confident partner. Design command‑aware AI that explains, dry‑runs, and rolls back—without risking your laptop or prod.
Proof-Carrying Models: Practical ZKML for Verifying AI Without Trusting the Server
Stop guessing if an AI result is honest. Learn how zero‑knowledge proofs let you verify model outputs anywhere, even on public blockchains.
Generative UI That Stays Reliable: How to Let AI Arrange Your App Without Losing Control
Generative UI can speed up work and personalize screens. Here’s how to design, ship, and measure adaptive interfaces without chaos.
Ambient AI Scribes in Clinics: How to Capture, Summarize, and File Notes Safely
Turn exam-room conversations into clean clinical notes. A practical guide to microphones, models, consent, EHR integration, and safety.
Confidential AI You Can Deploy: Enclaves, Attestation, and Safer Data Pipelines
Turn sensitive AI workloads into deployable systems today. Learn how enclaves, attestation, and key management protect data-in-use without derailing teams.
Graph‑RAG That Answers Better: Build Hybrid Knowledge Graphs for Reliable AI Results
Stop letting your AI guess. Combine knowledge graphs with text search to ground answers in facts, trace sources, and handle multi‑step questions.
Keep AI Agents on the Rails: Practical Security, Monitoring, and Control You Can Ship
Agents can click, code, and spend. Here’s how to give them guardrails—policies, audits, and human approvals—without slowing teams down.