Deloitte reports only 21% of organizations have mature AI agent governance. 80% can't tell you what their agents decided, why, or when. Governance includes decision boundaries, monitoring, audit trails, and lifecycle management.
Key points
21% of orgs have mature AI agent governance.
80% can't tell you what their agents decided, why, or when.
Sources
BCG evaluated 50,000 engineer profiles, 10% applied AI
BCG evaluated 50,000 engineer profiles and found only 10% are doing applied AI work. The $200B opportunity is described as a workforce problem, not a technology problem. The bottleneck is engineers who can wire AI into real business workflows.
Key points
50,000 engineer profiles evaluated
10% are doing applied AI work
$200B opportunity is a workforce problem, not a technology problem
Sources
The Evidence-Based Investor added to ChapterPal collection
The Evidence-Based Investor: Overcoming Investment Myths for Better Performance by Pascal Böni and Tim Kröncke (2025) is now in ChapterPal’s open-access collection. The book replaces seductive investment myths with an evidence-based framework built around a global
Key points
Book title and authors: The Evidence-Based Investor by Pascal Böni and Tim Kröncke (2025)
Availability: added to @ChapterPal’s collection of open-access books
Sources
10 GitHub repos replace $49/mo Zapier for agents
10 GitHub repos replace $49/mo Zapier for agent workflows. The post warns that using enterprise workflow tools in K-12 without safety guardrails is negligence and calls for visual agent building with COPPA compliance and age-band safety.
Key points
10 GitHub repos replace $49/mo Zapier for agent workflows.
Dropping enterprise workflow tools into K-12 without safety guardrails is called negligence; visual agent building should have COPPA compliance and age-band safety.
Sources
K2 Horizon release – largest truly open LLM with weights, data, pipeline, eval
K2 Horizon is the largest truly open LLM release, providing open weights, training data, pipeline, and evaluation suite. The post warns that merely downloading weights does not satisfy regulator compliance.
Key points
Largest truly open LLM release.
Open training data, pipeline, and evaluation suite.
