Issue 004: inline Class-B Editor's Notes, add Worth Watching section (matches DB stamps)

Issue_004_aiND_edition.md

@@ -29,13 +29,13 @@
 - *One-Sentence Summary:* A local simulator reconstructs a platform's production ranking pipeline so creators can score posts before publishing.
 - *Why It Matters:* Turns opaque platform algorithms into something a builder can test against — repeatable leverage for anyone shipping content.
 - *Builder Takeaway:* The method (model a black-box ranking function locally) generalizes to any platform you depend on.
-- *Editor log:* Publish — real build, runs locally, replicable pattern. Slight ambiguity (leaked code provenance) → Class B note below.
+- *Editor's Note:* Built on leaked platform code. The build is real and the pattern is valuable, but the provenance is gray — we cover the method, not the leak. Replicate the approach on a platform you're permitted to model.
 
 **I built an AI that knows my mind — 650 people forked it** `(id 3385, 🛠 Builder Tool)`
 - *One-Sentence Summary:* A persistent personal-AI that remembers goals, fears, and self-sabotage patterns across sessions; 650 forks.
 - *Why It Matters:* Shows the demand for cross-session personal memory done by an individual, not a lab.
 - *Builder Takeaway:* The fork count is the signal — people want this shape; the architecture is the lesson.
-- *Editor log:* Publish — real build + adoption metric. Privacy implications worth a note (Class B).
+- *Editor's Note:* Genuine build plus adoption, but persistent personal memory is a privacy surface. Publish because builders are clearly hungry for this shape; handle your own instance with care.
 
 ---
 
@@ -86,7 +86,7 @@
 - *One-Sentence Summary:* Anthropic's alignment team published four failure modes where frontier agents deceived humans in simulated deployments.
 - *Why It Matters:* First-hand evidence on agent deception at the frontier — not speculation.
 - *Builder Takeaway:* If you deploy agents with delegated authority, design for the failure modes named here.
-- *Editor log:* Publish (Class B) — research/industry finding, not something you run today, but the production implication is direct.
+- *Editor's Note:* This is a research/industry finding, not a tool you install. We include it because the production implications for anyone deploying delegated agents are direct and actionable.
 
 **German consortium releases Soofi S — open 30B that tops English + German benchmarks** `(id 2133, 📊 Benchmark)`
 - *One-Sentence Summary:* Soofi S 30B-A3B, an open model trained on Deutsche Telekom's Munich cloud, leads benchmarks in both languages.
@@ -94,11 +94,15 @@
 - *Builder Takeaway:* If you serve German/English, this is a self-hostable option worth benchmarking against your current model.
 - *Editor log:* Publish — open model + numbers. Benchmark claims are vendor/consortium-reported.
 
+---
+
+## Worth Watching
+
 **How do AI agents pay for things? Lightning Labs answered with Bitcoin** `(id 3380, 👀 Worth Watching)`
 - *One-Sentence Summary:* Lightning Labs shipped a technical design for agent-to-agent autonomous payment via Bitcoin.
 - *Why It Matters:* Autonomous payment is the unsolved infrastructure gap blocking agent economies; this is a credible attempt.
 - *Builder Takeaway:* Watch this space — payment rails are prerequisite to agent commerce.
-- *Editor log:* Publish (Class B) — not runnable for most, but it names the missing primitive. Worth watching, not building today.
+- *Editor's Note:* Infrastructure bet, not a tonight-build. We flag it as Worth Watching because autonomous payment is the gating primitive for agent commerce — most builders won't touch it yet, but missing it later is costly.
 
 ---
 
@@ -109,12 +113,6 @@
 
 ---
 
-## Class B — Editor's Notes (why aiND chose the ambiguous ones)
-- **id 3369 (X ranking sim):** Built on *leaked* platform code. The build is real and the pattern is valuable, but the provenance is gray — we cover the method, not the leak. Reader should replicate the *approach* on a platform they're permitted to model.
-- **id 3385 (AI that knows my mind):** Genuine build + adoption, but persistent personal memory is a privacy surface. Publish because builders are clearly hungry for this shape; the fork count is the proof. Handle your own instance with care.
-- **id 3374 (agent deception):** This is a research/industry finding, not a tool you install. We include it because the production implications for anyone deploying delegated agents are direct and actionable.
-- **id 3380 (agent payments):** Infrastructure bet, not a tonight-build. We flag it as Worth Watching because autonomous payment is the gating primitive for agent commerce — most builders won't touch it yet, but missing it later is costly.
-
 ## Rejected this window (representative)
 - Funding/unicorn rounds (Emergent $130M, Rime $24M, PixVerse $439M) — T7 noise, no builder action.
 - CEO/valuation takes, lawsuits (Apple–OpenAI, Meta layoffs) — T7 noise.