EduTech Quarterly Report — Q2 2026

Q1 2026 delivered the most significant structural reshaping of the EdTech competitive landscape in three years: the expansion of free AI tutoring at scale (Khanmigo's federal grant rollout reaching 2,200 US districts by March), Google's… 1. Executive Summary Q1 2026 delivered the most significant structural reshaping of the EdTech competitive landscape in three years: the expansion of free AI tutoring at scale (Khanmigo's federal grant rollout reaching 2,200 US districts by March), Google's imminent "Learning with Gemini" launch for Google Workspace for Education, and Pearson's active Claude integration across 400+ textbook titles collectively shifted market gravity toward AI-embedded curriculum tools and away from standalone subscription tutoring products. Chegg's continued subscriber erosion — monthly active users fell an additional 19% in Q1 2026 to 4.9M — and 2U/edX's announced restructuring are the clearest indicators that the homework-help and legacy MOOC segments are in structural decline, not cyclical softness. Confidence in the Q2 2026 outlook is high for AI-native platforms and cautious for incumbents reliant on friction-based subscription models; the Stanford math-outcome research publication (expected May 2026) is likely to accelerate district procurement timelines in the second half of Q2, creating an important buying window. The primary execution risk for the quarter is infrastructure capacity ahead of ACT and College Board AI-proctored remote testing expansion running through the April–May spring testing window. --- 2. Technical Updates — Previous Quarter (Q1 2026) 2.1 Platform & Infrastructure Q1 2026 was defined by scale-out rather than architectural change, as platforms that had migrated to GPU-accelerated inference in Q4 2025 spent the first quarter stress-testing those systems against real demand. Khanmigo's federal grant expansion drove a 168% increase in concurrent tutoring sessions during the first week of the spring semester (January 13–17), triggering an auto-scaling event that briefly increased per-session AI inference costs by 34% before reserved capacity kicked in at the two-hour mark. Khan Academy's infrastructure team published a post-mortem in February confirming no learner-visible degradation — a testament to the December 2025 CDN migration. Duolingo Max completed its expansion to 15 additional languages in January, requiring provisioning of language-specific ASR models and updated persona modules; the rollout used a phased 10%-to-100% traffic migration over six weeks with no reported incidents. Pearson's API gateway, upgraded in December 2025 to support LLM integration, handled its first live Claude API traffic in February as the textbook AI pilot launched with 18 institutional partners. Findings: Component Change Date Impact ----------- -------- ------ -------- Khanmigo auto-scaling Emergency scale-out during federal grant district onboarding Jan 13–17, 2026 168% concurrent session spike; no learner-visible impac

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