kaal:position:2026-07-31-7724

Searching for fair joint gains in agent-based negotiation presents the following source proposition: However, empirical evidence suggests that they often fail to search for joint gains and end up with inefficient results. This proposition is pertinent to Kaal's source-bound claim that The share of advisers reporting that they changed their communications with investors nearly doubled from 25 percent in 2012 to 47 percent in 2015, a shift the author attributes to advisers increasing investor communications on advice of counsel. The proposed response is a qualification: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.

• The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
• External evidence level: abstract indexed.
• Mapping review tier: moderate-confidence claim review.
• Primary mapping confidence: 0.4166.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Searching for fair joint gains in agent-based negotiation

kaal:claim:2739479-021
Wulf A. Kaal, The Post Dodd-Frank Act Evolution of the Private Fund Industry Comparative Evidence from 2012 and 2 (2016). SSRN: https://ssrn.com/abstract=2739479
Source PDF sha256: b2e7b81a16ab01c73478b62e85068f9dadc5cdd18427241e8bc5e8216a967730

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.4166
Mapping ambiguous: true

complianceempirical-evidenceprivate-fundshistorical-responsescholarly-literaturecrossref

Affirmed in kaal-review:2026-07-31:streaming-etl-0010 on 2026-07-31. Review record.

Canonical markdown sha256: aebd4d12db7d33833a2dd8574f9cea3013bac8b8d56867808347658765f38795
curl -s https://wulfkaal.github.io/positions/2026-07-31-7724.md | sha256sum