# kaal:position:2026-07-31-117

**Affirmed position.** Algorithmic Regulation and Personalized Law should be assessed against Kaal's source-bound claim that A person who provides investment advice over the Internet escapes registration only if the advice is impersonal; personalized advice delivered through chat rooms and websites can trigger the registration requirement. The current metadata indicates a plausible connection through algorithmic regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.

**Status.** affirmed  **Published.** 2026-07-31

**Holds when.**

- persons providing investment advice via Internet chat rooms and websites
- External evidence level: metadata only.
- Mapping review tier: high-confidence claim review.
- The primary literature-to-claim mapping cleared the automated ambiguity test.

**Current debate.** Algorithmic Regulation and Personalized Law: https://www.semanticscholar.org/paper/0189736c93e38007a0208fff6bcb2a97d6e35298

**Extends.** kaal:claim:2337268-034: https://wulfkaal.github.io/claims/2337268-034

**Scholarly basis.** Wulf A. Kaal, Investment Adviser Regulation (2013). SSRN: https://ssrn.com/abstract=2337268

**Source PDF sha256.** `7075ce35282a8ee75b81ae3dec0e19f68631beae7f3c3a00ab2827538dc9e302`

**Evidence level.** metadata only

**Mapping review tier.** high-confidence claim review

**Mapping confidence.** 0.864  **Mapping ambiguous.** false

**Topics.** securities-law

**Provenance.** Affirmed in historical-backfill:2026-07-31:phase-0001 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.