Tag: #ai-safety
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 6 posts
AI Safety & Alignment 2026 Deep Dive - Constitutional AI · RLHF · DPO · GRPO · Mechanistic Interpretability · AISI Evals · Red Team
A single-shot map of AI safety and alignment as of 2026. Starts from conceptual roots like outer/inner alignment and mesa-optimization, walks through training-time alignment (RLHF, DPO, GRPO, Constitutional AI), frontier
2026-05-16 · 20 min read #ai-safety#ai-alignment#constitutional-ai#rlhf#dpoAI Safety, Evals and Red-Teaming in 2026 — Deep Dive into Inspect AI, Garak, PyRIT, Promptfoo, OpenAI Evals, lm-eval-harness
A single-page map of the 2026 AI safety, evaluation, and red-teaming ecosystem. Inspect AI (Anthropic, adopted by UK AISI), Garak (NVIDIA then independent), PyRIT (Microsoft), Promptfoo (YC), OpenAI Evals, lm-evaluation-
2026-05-16 · 22 min read #ai-safety#red-teaming#evaluation#inspect-ai#garakAI Safety & Alignment Complete Guide 2025: Responsible AI, RLHF, Constitutional AI, Red Teaming
Everything about AI Safety! Alignment problem (goal alignment), RLHF/DPO/Constitutional AI, Bias detection/mitigation, Hallucination prevention, Red team testing, AI Guardrails, Interpretability (SHAP/LIME), EU AI Act, E
2026-04-14 · 25 min read #ai-safety#alignment#responsible-ai#rlhf#constitutional-aiAI Safety Engineer & Alignment Researcher Career Guide: The Fastest-Growing AI Role in 2025
AI Safety Engineer salaries have surged 45% since 2023, making it the fastest-growing AI role. From Anthropic's Constitutional AI to OpenAI's Superalignment to DeepMind's Scalable Oversight — this guide covers core resea
2026-03-23 · 26 min read #ai-safety#ai-alignment#responsible-ai#ai-ethics#career2025 AI Job Roles Complete Map: Every AI Position from Frontier Labs to Enterprise SI
Complete anatomy of the 2025 AI job ecosystem. OpenAI/Anthropic/DeepMind hiring trends, FDE demand up 800%, AI Safety Engineer salaries up 45%, Context Engineer emerges — 15 AI roles with skills, salaries, and career roa
2026-03-23 · 43 min read #ai-careers#job-market#fde#mlops#ai-safetyAI Ethics, Safety, and Alignment Complete Guide: Responsible AI Development
A complete guide to understanding AI ethics, safety, and alignment. Covers hallucination, bias, privacy, RLHF, Constitutional AI, and the frontiers of AI safety research — everything an AI developer must know.
2026-03-17 · 22 min read #ai-ethics#ai-safety#alignment#responsible-ai#llm