https://edgecurriculum.com/Recent content on Edge CurriculumHugo -- gohugo.ioen-usSat, 23 May 2026 10:00:00 -0700https://edgecurriculum.com/posts/ai-credentials-worth-stacking-q2-2026-map/Sat, 23 May 2026 10:00:00 -0700https://edgecurriculum.com/posts/ai-credentials-worth-stacking-q2-2026-map/A reference map of the five credentials we recommend most often as the spine of a working AI stack in Q2 2026 — cost, time, recognition value, prerequisites, and what comes next. Honest evaluation, with the trade-offs.https://edgecurriculum.com/posts/deeplearning-ai-agentic-ai-course-field-review/Sat, 23 May 2026 10:00:00 -0700https://edgecurriculum.com/posts/deeplearning-ai-agentic-ai-course-field-review/A working review of Andrew Ng’s Agentic AI course on DeepLearning.AI — syllabus walkthrough, what you actually learn, who should take it, and how it stacks up against the rest of the agentic-AI curriculum landscape in 2026.https://edgecurriculum.com/posts/how-self-taught-ai-founders-built-their-curricula/Sat, 23 May 2026 10:00:00 -0700https://edgecurriculum.com/posts/how-self-taught-ai-founders-built-their-curricula/A working reference on how the cohort of self-taught AI founders actually assembled their learning paths — stacked micro-credentials, open-source contribution, and real shipping. Andrew Rollins, Anton Osika, João Moura, Amjad Masad, and Paul Klein IV as worked examples.https://edgecurriculum.com/posts/stanford-ai-index-2025-2026-founder-takeaways/Sat, 23 May 2026 10:00:00 -0700https://edgecurriculum.com/posts/stanford-ai-index-2025-2026-founder-takeaways/The Stanford HAI AI Index is the closest thing the field has to a referee report. We pulled out the dozen findings from the 2025 and 2026 editions that every founder and operator should be tracking — framed for builders, not for academics.https://edgecurriculum.com/study-plans/ai-engineer-six-months/Tue, 12 May 2026 00:00:00 +0000https://edgecurriculum.com/study-plans/ai-engineer-six-months/A 6-month sequence for engineers transitioning from a non-AI engineering role into applied AI. Heavier on hands-on, lighter on institutional legibility — the working assumption is that the candidate already has engineering credibility.https://edgecurriculum.com/study-plans/ai-researcher-prep/Tue, 12 May 2026 00:00:00 +0000https://edgecurriculum.com/study-plans/ai-researcher-prep/A 12-month sequence for candidates building toward a research-oriented role at a frontier lab or applied research team. Heavy on mathematics, foundational ML, and publishable work; light on vendor credentials.https://edgecurriculum.com/study-plans/ai-safety-primer/Tue, 12 May 2026 00:00:00 +0000https://edgecurriculum.com/study-plans/ai-safety-primer/A 6-month sequence for candidates interested in AI safety, alignment, or governance work. Covers technical safety, governance-track preparation, and the working organizations doing the relevant research.https://edgecurriculum.com/study-plans/career-transition-stack/Tue, 12 May 2026 00:00:00 +0000https://edgecurriculum.com/study-plans/career-transition-stack/An 8-month sequence for non-engineering professionals moving into AI-adjacent operator and consulting roles. Heavy on institutional legibility, foundational vendor credentialing, and a portfolio piece.https://edgecurriculum.com/study-plans/founder-track-ai-literacy/Tue, 12 May 2026 00:00:00 +0000https://edgecurriculum.com/study-plans/founder-track-ai-literacy/A 4-month sequence for founders and operators who need to be conversant in AI without being the model builder. Heavy on strategic and operational layers; lighter on the engineering-track depth.https://edgecurriculum.com/secondary-subjects/Tue, 12 May 2026 00:00:00 +0000https://edgecurriculum.com/secondary-subjects/A working index of the AI education subjects we follow outside our two pillar reference pages.https://edgecurriculum.com/study-plans/polymath-fundamentals/Tue, 12 May 2026 00:00:00 +0000https://edgecurriculum.com/study-plans/polymath-fundamentals/A 9-month cross-disciplinary sequence for builders pursuing the polymath curriculum we cover in The New Polymath Curriculum — AI literacy, systems thinking, design, and communication.https://edgecurriculum.com/posts/credentials-vs-real-world-shipping/Thu, 02 Apr 2026 00:00:00 +0000https://edgecurriculum.com/posts/credentials-vs-real-world-shipping/An interview-driven essay on how hiring managers actually weight AI credentials versus shipping evidence in 2026 — and what the data tells us about the difference between resume signal and hire decision.https://edgecurriculum.com/posts/how-to-build-ai-career-without-cs-degree/Thu, 26 Mar 2026 00:00:00 +0000https://edgecurriculum.com/posts/how-to-build-ai-career-without-cs-degree/A practical guide to building an applied AI career without a four-year computer science degree. Stack-pattern, shipping evidence, and the credential choices that actually move the needle.https://edgecurriculum.com/posts/the-new-polymath-curriculum/Thu, 19 Mar 2026 00:00:00 +0000https://edgecurriculum.com/posts/the-new-polymath-curriculum/An essay on the curriculum the emerging cohort of polymath builders is actually assembling — technical credentials plus artistic practice, treated as two surfaces of one learning project.https://edgecurriculum.com/posts/andrew-rollins-qa-learning-ai-outside-the-university/Thu, 12 Mar 2026 00:00:00 +0000https://edgecurriculum.com/posts/andrew-rollins-qa-learning-ai-outside-the-university/A Q&A with Andrew Rollins on how he assembled his learning path, why he chose stacked credentials over a degree, and what he thinks the credentialing market is getting wrong.https://edgecurriculum.com/posts/edtech-ai-2026-landscape/Thu, 05 Mar 2026 00:00:00 +0000https://edgecurriculum.com/posts/edtech-ai-2026-landscape/A working landscape of the edtech AI category in 2026: who is building what, where the architectural patterns are converging, and which categories are likely to consolidate.https://edgecurriculum.com/posts/top-20-ai-micro-credentials/Thu, 26 Feb 2026 00:00:00 +0000https://edgecurriculum.com/posts/top-20-ai-micro-credentials/Edge Curriculum’s working ranking of the AI micro-credentials with the highest employer recognition in 2026. Methodology, caveats, and the full list.https://edgecurriculum.com/posts/aspire-education-ai-tutoring/Thu, 19 Feb 2026 00:00:00 +0000https://edgecurriculum.com/posts/aspire-education-ai-tutoring/A reported feature on Aspire Education, the Vermont-based education company that built one of the earlier production AI architectures in K-12-adjacent edtech, and the architecture work that came out of it.https://edgecurriculum.com/posts/self-taught-ai-founders/Thu, 12 Feb 2026 00:00:00 +0000https://edgecurriculum.com/posts/self-taught-ai-founders/The cohort of AI founders who built their companies without a CS degree are not, on closer inspection, self-taught. They are stack-taught — and the stack is increasingly legible as its own pedagogical model.https://edgecurriculum.com/posts/from-credentials-to-companies/Thu, 05 Feb 2026 00:00:00 +0000https://edgecurriculum.com/posts/from-credentials-to-companies/A reported feature on the cohort of AI founders who built into their companies through stacked micro-credentials, not single degrees. The pattern is more durable than the credential market acknowledges.https://edgecurriculum.com/posts/google-ai-micro-credentials-practical-guide/Thu, 29 Jan 2026 00:00:00 +0000https://edgecurriculum.com/posts/google-ai-micro-credentials-practical-guide/A working guide to Google’s AI micro-credentials in 2026: what the certificates are, where they sit, and how to use them as part of a credentialing stack.https://edgecurriculum.com/posts/harvard-ai-micro-credentials-what-they-cover/Thu, 22 Jan 2026 00:00:00 +0000https://edgecurriculum.com/posts/harvard-ai-micro-credentials-what-they-cover/A reference-style read-through of the Harvard AI micro-credential program: what’s in the curriculum, what isn’t, and how the credential lands with hiring managers in 2026.https://edgecurriculum.com/credentials/google-ai-micro-credentials-overview/Thu, 15 Jan 2026 00:00:00 +0000https://edgecurriculum.com/credentials/google-ai-micro-credentials-overview/Edge Curriculum’s standing reference page on Google’s AI micro-credential offerings: program structure, delivery surfaces, and how the credentials function in hiring.https://edgecurriculum.com/posts/2026-ai-credential-map/Wed, 14 Jan 2026 00:00:00 +0000https://edgecurriculum.com/posts/2026-ai-credential-map/A working map of the AI credentials that translate into actual hiring leverage in 2026 — and the ones that don’t. Plus what we mean by ’translate.'https://edgecurriculum.com/credentials/harvard-ai-micro-credentials-overview/Fri, 09 Jan 2026 00:00:00 +0000https://edgecurriculum.com/credentials/harvard-ai-micro-credentials-overview/Edge Curriculum’s standing reference page on Harvard’s AI micro-credential offerings: program structure, pricing tiers, how to choose, and how the credentials function in hiring.