News, insights, and updates generated by Claude AI and HITL.http://torreyladams.comen-ushttp://torreyladams.com/blog/iso-42001-2026-audit-gaps/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/iso-42001-2026-audit-gaps/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedAs ISO 42001 certification cycles mature, a clear pattern is emerging — most enterprises have AI governance policies; far fewer can prove them under audit scrutiny. Fri, 22 May 2026 00:00:00 GMThttp://torreyladams.com/blog/algorand-x402-agentic-ai-payments/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/algorand-x402-agentic-ai-payments/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe x402 protocol turns the long-dormant HTTP 402 status code into a working payment standard for AI agents — and Algorand's instant finality makes it production-ready. Wed, 20 May 2026 00:00:00 GMThttp://torreyladams.com/blog/state-department-cyber-agent-sandbox/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/state-department-cyber-agent-sandbox/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe State Department is running AI agents that analyze malware 75x faster than humans, but deliberately refusing to push them into live worker pipelines until the governance infrastructure is ready. Wed, 20 May 2026 00:00:00 GMThttp://torreyladams.com/blog/scalable-oversight-ai-self-improvement/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/scalable-oversight-ai-self-improvement/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedAs AI capabilities push past human expertise in complex domains, companies face an unresolved dilemma — autonomous self-improvement or human evaluators — and neither option is without serious tradeoffs. Sun, 17 May 2026 00:00:00 GMThttp://torreyladams.com/blog/omnibus-vii-eu-ai-act-compliance-reset/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/omnibus-vii-eu-ai-act-compliance-reset/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe May 7, 2026 Omnibus VII deal extended the high-risk AI deadline to December 2027, but the documentation bar didn't go down — it went up, with new transparency and watermarking requirements due by end of 2026. Fri, 15 May 2026 00:00:00 GMThttp://torreyladams.com/blog/adlc-agent-development-life-cycle-devops/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/adlc-agent-development-life-cycle-devops/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe Agent Development Life Cycle is emerging as the operating framework enterprises need to build, govern, and run persistent AI agents — and DevOps alone can no longer keep up. Thu, 14 May 2026 00:00:00 GMThttp://torreyladams.com/blog/california-ab-1043-age-verification-os-ai-impact/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/california-ab-1043-age-verification-os-ai-impact/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedCalifornia's Digital Age Assurance Act requires every operating system to collect age signals at device setup — and the ripple effects through the software landscape, open-source community, and AI enforcement layer are only beginning. Mon, 04 May 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-governance-brief-april-28-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-governance-brief-april-28-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe week of April 28, 2026 brought a political stalemate in Brussels, a sweeping NIST profile targeting critical infrastructure AI, and the emergence of standardized governance scoring built on ISO 42001. Fri, 01 May 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-costly-mistakes-hitl-autonomous-systems/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-costly-mistakes-hitl-autonomous-systems/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedFrom a startup's wiped production database to a 90% insurance denial error rate, AI's most expensive failures share a common thread — no human was in the loop. Thu, 30 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/fed-ai-programmer-jobs-500k/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/fed-ai-programmer-jobs-500k/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedA new Federal Reserve working paper is the first institutional-level analysis to tie ChatGPT's rise to a measurable 50% drop in U.S. programmer job growth — and the methodology makes it hard to dismiss. Tue, 28 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-governance-three-pillars/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-governance-three-pillars/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedA practical breakdown of the three core pillars every enterprise AI governance program needs: knowing what you have, controlling how it ships, and proving you meet the bar. Sun, 26 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/eu-ai-act-hr-screening-documentation/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/eu-ai-act-hr-screening-documentation/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedOrganizations using AI to screen, rank, or match job candidates are now operating under EU AI Act High-Risk status — and the technical documentation required before market placement is more extensive than most teams expect. Sun, 26 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/sp500-ai-risk-disclosure-expertise-gap/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/sp500-ai-risk-disclosure-expertise-gap/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedA new April 2026 report documents a striking governance gap: corporate AI risk disclosure has exploded sevenfold since 2023, while board-level AI expertise remains critically low at under 3%. Sat, 25 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-in-schools-risks-rewards/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-in-schools-risks-rewards/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedAs AI adoption in K-12 classrooms accelerates, new data reveals a fractured picture — promising learning gains, growing academic integrity concerns, and a policy vacuum that no one is moving fast enough to fill. Fri, 24 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-memory-hitl-drift/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-memory-hitl-drift/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedAI memory isn't just a technical architecture challenge — it's a comprehension problem that requires both sides to actively prevent drift. Thu, 23 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-data-bottleneck-types-importance/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-data-bottleneck-types-importance/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedAs AI models scale to unprecedented size, the industry is confronting a hard limit that no GPU cluster can solve: the quality, diversity, and sheer availability of data. Tue, 21 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/writing-agent-skills-agents-md-standard/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/writing-agent-skills-agents-md-standard/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedA practical guide to structuring agent skills with AGENTS.md and SKILL.md for cross-LLM compatibility, including how to build CSUITE-style Agent Manager orchestration patterns. Sun, 19 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/opposing-technological-shift/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/opposing-technological-shift/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedFrom horse-drawn carriages to agentic AI, history shows a pattern — the resisters don't stop the wave, they just get wet. Fri, 17 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-chat-history-litigation-legal-liability/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-chat-history-litigation-legal-liability/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedCourts are stripping privilege protections from AI-generated documents, and a landmark SDNY ruling means your ChatGPT and Claude conversations could become trial exhibits — whether you want them to or not. Thu, 16 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/databricks-agent-bricks-ai-governance/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/databricks-agent-bricks-ai-governance/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedDatabricks' Agent Bricks unifies AI agent development, deployment, and governance into a single platform — arriving exactly as NIST, EU AI Act, and ISO standards turn compliance into a hard requirement. Wed, 15 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/local-llm-vs-cloud-ollama-gemma/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/local-llm-vs-cloud-ollama-gemma/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedWith Gemma 4 just dropping and Ollama maturing fast, running AI locally has never been more compelling — but cloud still wins in some critical scenarios.Mon, 13 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-music-licensing-rights-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-music-licensing-rights-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedAI is dismantling and rebuilding the music licensing industry simultaneously — and the race between indie labels and major labels to control that future is already underway. Fri, 10 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/gen-z-ai-job-displacement/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/gen-z-ai-job-displacement/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedNew 2026 data shows Gen Z excitement about AI has cratered while anger spikes, even as AI-driven job displacement hits their generation the hardest. Thu, 09 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/tesla-fsd-supervised-vs-autonomous-robotaxi-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/tesla-fsd-supervised-vs-autonomous-robotaxi-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedTesla's Full Self-Driving is splitting into two distinct realities: the supervised Level 2 system most owners use daily, and an unsupervised robotaxi network quietly expanding across U.S. cities in 2026. Mon, 06 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/ai-management-vs-agentic-ai-management/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/ai-management-vs-agentic-ai-management/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedMost organizations are still learning to manage AI as a tool — but agentic systems demand something fundamentally different, and the gap between those two disciplines is wider than most teams realize. Sun, 05 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/karpathy-llm-knowledge-base-agents/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/karpathy-llm-knowledge-base-agents/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedAndrej Karpathy's lays out a three-stage markdown-based knowledge base that lets AI agents build, maintain, and query their own wiki — no vector database required. Sat, 04 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/open-source-supply-chain-ai-attacks-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/open-source-supply-chain-ai-attacks-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedFive supply chain attacks in twelve days exposed how badly AI deployments need to harden their open source dependency practices. Fri, 03 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/cron-jobs-vs-agentic-ai-hitl/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/cron-jobs-vs-agentic-ai-hitl/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe line between a shell script on a schedule and an autonomous AI agent is thinner than you think, and understanding that boundary is exactly what makes Human-in-the-Loop design non-negotiable. Thu, 02 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/kaggle-standardized-agent-exams-evals/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/kaggle-standardized-agent-exams-evals/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedKaggle just launched zero-setup evaluation for AI agents, and it highlights something every [multi-agent builder](/blog/ai-management-vs-agentic-ai-management) needs to hear: evals aren't optional infrastructure. Wed, 01 Apr 2026 00:00:00 GMThttp://torreyladams.com/blog/algorand-ai-development-tools-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/algorand-ai-development-tools-2026/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedFrom VibeKit CLI to MCP-powered Agent Skills and x402 agentic payments, Algorand just dropped its most AI-forward development toolkit yet. Tue, 31 Mar 2026 00:00:00 GMThttp://torreyladams.com/blog/turboquant-llm-compression/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/turboquant-llm-compression/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedGoogle's TurboQuant compression technique reduces model memory requirements by 6x—here's why that matters for scaling AI systems. Tue, 31 Mar 2026 00:00:00 GMThttp://torreyladams.com/blog/the-crucial-integration-of-management-frameworks-and-content-verification/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/the-crucial-integration-of-management-frameworks-and-content-verification/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedExploring the critical intersection of [strategic AI governance frameworks](/blog/ai-governance-three-pillars), such as the NIST Risk Management Framework and the EU AI Act, with tactical forensic tools used for content verification. Mon, 30 Mar 2026 00:00:00 GMThttp://torreyladams.com/blog/does-ai-need-blogs-as-much-as-blogs-need-ai/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/does-ai-need-blogs-as-much-as-blogs-need-ai/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe evolving partnership between human blogging and artificial intelligence. Could AI thrive without the rich foundation of personal storytelling and expertise found in the blogosphere?Sat, 21 Mar 2026 00:00:00 GMThttp://torreyladams.com/blog/why-apples-privacy-bet-validated-my-local-first-ai-philosophy/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/why-apples-privacy-bet-validated-my-local-first-ai-philosophy/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedThe most powerful AI isn't the one that knows everything about the world; it’s the one that knows everything about you—without ever telling anyone else.Sat, 21 Mar 2026 00:00:00 GMThttp://torreyladams.com/blog/from-soundwaves-to-code/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedhttp://torreyladams.com/blog/from-soundwaves-to-code/?utm_source=rss&utm_medium=feed&utm_campaign=blog_feedMy career path hasn't been a traditional straight line; rather, it has been an exciting evolution. A unique journey of patience, persistence, and perseverance. Wed, 18 Mar 2026 00:00:00 GMT