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Use when correcting an investment misconception, looking up a historical return, volatility, fee, withdrawal-rate or cost-of-capital figure, finding the books, or needing a quick-reference picker — plus the current state of the active-versus-passive evidence and private markets entering retirement accounts. Companion to the other investment strategy skills.

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SKILL.md
---
name: invest-reference
description: "Use when correcting an investment misconception, looking up a historical return, volatility, fee, withdrawal-rate or cost-of-capital figure, finding the books, or needing a quick-reference picker — plus the current state of the active-versus-passive evidence and private markets entering retirement accounts. Companion to the other investment strategy skills."
---

# Investment Strategy: What's Live, Misconceptions, Numbers, and Books

> **Part 6 of 6** of the *Gold Standards for Investment Strategy* reference (plugin `investment-strategy-personal-and-business`), covering §26–§31. Sibling skills: `invest-foundations-risk-compounding-diversification-and-efficiency` (§0–§5), `invest-asset-classes-factors-costs-tax-and-allocation` (§6–§10), `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour` (§11–§15), `invest-business-capital-budgeting-cost-of-capital-and-valuation` (§16–§22), `invest-fraud-alternatives-and-advisor-conflicts` (§23–§25). Section numbers are shared across the set; a reference written as §N → `skill` points into that sibling skill.
>
> **Currency:** The core findings are decades old. Two areas are genuinely live. See §26 for the active-versus-passive evidence, and private markets entering retirement accounts.

> **⚠️ NOT FINANCIAL ADVICE, and this matters more here than the usual disclaimer.**
> ⚠️ **I am not a financial advisor and this is not a recommendation to buy, sell or hold
> anything.** **⚠️ This is a map of the EVIDENCE and the standard frameworks, so that you
> can evaluate advice, ask better questions, and recognize when someone is selling you
> something. The right answer for any actual person depends on their situation, tax
> jurisdiction, time horizon, obligations and risk tolerance — none of which a reference
> document knows.**
>
> **⚠️ Tax and regulatory specifics are JURISDICTION-DEPENDENT and change.** ⚠️ **Where I
> mention them it is to name the concept, not to state your rules. Verify locally, and
> for anything consequential use a qualified professional.**
>
> **⚠️ GOTCHA** boxes mark where the evidence contradicts the marketing.
>
> **The three ideas that organize this document:**
> 1. **⚠️ COSTS are the only reliable input you control** (§8 → `invest-asset-classes-factors-costs-tax-and-allocation`). **Returns are uncertain;
>    fees are certain. Over decades the arithmetic is brutal and it compounds against you.**
> 2. **⚠️ BEHAVIOUR dominates selection** (§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`). **The gap between fund returns and
>    INVESTOR returns is real and well documented — most damage is self-inflicted through
>    buying high and selling low, not through picking the wrong fund.**
> 3. **⚠️ Diversification is the only thing in finance that is close to a free lunch**
>    (§4 → `invest-foundations-risk-compounding-diversification-and-efficiency`). **Everything else is a trade-off between risk, return and liquidity, and anyone
>    offering you all three should be assumed to be hiding one.**

---

## §26. What's Live — checked August 2026

### 26.1 ⚠️ Active versus passive: the headline number is under genuine methodological attack
**⚠️ Included because the standard evidence just acquired a serious, credentialled
challenge — and the correct response is neither to dismiss it nor to abandon the
conclusion.**

- **⚠️ THE STANDARD FINDING.** ⚠️ **S&P's SPIVA Scorecard, the de facto scorekeeper since
  2002, reports that 79% of active large-cap US equity funds underperformed the S&P 500 in
  2025 — worse than 65% in 2024, and reported as the fourth-worst year for active large-cap
  managers in the scorecard's 25-year history.** ⚠️ **Over 20 years, roughly 92% of domestic
  funds underperformed their benchmarks.**
- ⚠️ **The pattern SPIVA emphasises is that underperformance rates typically RISE as
  horizons lengthen: at one year, 8 of 22 equity categories and 6 of 16 fixed income
  categories saw majority outperformance; after 15 years there were "no categories in
  which the majority of active managers outperformed."**
- **⚠️ THE PERSISTENCE POINT is arguably more important than the level.** ⚠️ **SPIVA's
  separate Persistence Scorecard tests whether outperformance repeats — the skill-versus-
  luck question — and finds it rarely does.** **⚠️ Which means even identifying past winners
  doesn't solve the selection problem.**

> **⚠️ GOTCHA — a May 2026 working paper by Cremers, Fulkerson and Riley argues the
> Scorecard systematically understates active performance, and the critique is not
> frivolous.** ⚠️ **Three changes: compare against real, low-cost index funds rather than a
> costless index (nobody owns the index for free); weight by ASSETS rather than counting
> every fund equally; and credit a fund's actual return while alive rather than marking
> every closure as failure.**
> ⚠️ **Run together, 20-year US equity moves from 92% of FUNDS underperforming to 55% of
> ASSETS underperforming — "approximately a coin flip." In fixed income over ten years the
> result REVERSES: 71% of funds underperforming becomes 37% of assets.**
> **⚠️ DISCLOSE THE FUNDING: the study was sponsored by the Investment Adviser
> Association's Active Managers Council, and it is a working paper not yet peer-reviewed.**
> ⚠️ **That doesn't make it wrong — the asset-weighting point in particular is a real
> methodological question — but you should know who paid for it.**

**⚠️ How I'd read this honestly.** ⚠️ **The asset-weighted critique has genuine force: SPIVA
gives substantial weight to very small funds few people actually own, and comparing against
an uninvestable costless index does overstate the gap.** ⚠️ **The fixed-income reversal is
the most interesting claim, and is consistent with the general expectation that less
efficient markets offer more room for skill** (§5 → `invest-foundations-risk-compounding-diversification-and-efficiency`).
⚠️ **But note what the critique does NOT touch: the PERSISTENCE finding.** ⚠️ **One
commentator's response is that persistence is the Achilles heel of the active case —
whether or not a majority of dollars beat the benchmark in hindsight, you still have to
pick the winner IN ADVANCE, and the evidence that past outperformance predicts future
outperformance remains weak.** ⚠️ **§8 → `invest-asset-classes-factors-costs-tax-and-allocation`'s cost arithmetic also survives untouched, because it
is arithmetic.**
**⚠️ The practical conclusion barely moves: costs are still the most reliable lever, and
selecting tomorrow's outperformer remains an unsolved problem.**

### 26.2 ⚠️ Private markets are being opened to retirement accounts
**⚠️ A structural change to what ordinary savers can hold, and it is mid-rulemaking rather
than settled.**

- **⚠️ Executive Order 14330, "Democratizing Access to Alternative Assets for 401(k)
  Investors," was signed 7 August 2025**, ⚠️ **directing the DOL, SEC and Treasury/IRS to
  revise guidance to facilitate alternative assets in participant-directed defined
  contribution plans.** ⚠️ **"Alternative assets" is defined broadly — private equity,
  private debt, real estate, commodities, infrastructure, actively managed vehicles
  investing in digital assets, and lifetime income products.**
- **⚠️ Progress since**: ⚠️ **the DOL rescinded the 2021 supplement that had cautioned plan
  fiduciaries about private equity in individual account plans; the SEC reversed
  longstanding staff guidance limiting closed-end funds' ability to invest in private
  funds, opening a route for retail capital via registered vehicles; and on 30 March 2026
  the DOL's EBSA released its proposed rule.**
- **⚠️ It is NOT done, and the limits are legal ones.** ⚠️ **An executive order cannot change
  ERISA's fiduciary standard, eliminate the right to sue, or amend SEC investor thresholds
  beyond what rulemaking allows — those need legislation, and a bill to codify the EO was
  introduced in October but had not passed.** ⚠️ **Wide direct access would likely require
  changes to the "accredited investor" and "qualified purchaser" definitions.**
  ⚠️ **The Supreme Court granted certiorari in January 2026 in a case concerning ERISA
  fiduciary claims over private equity allocations in a target-date structure, so judicial
  scrutiny is live too.** ⚠️ **SEC officials have signalled incremental change rather than a
  "big bang."**

> **⚠️ GOTCHA — the LIQUIDITY MISMATCH is the specific risk, and it is not hypothetical.**
> ⚠️ **Many private strategies need seven to ten years to realize returns, while retirement
> savers need access sooner — job changes, hardship withdrawals, required minimum
> distributions.**
> ⚠️ **In early 2026 Blue Owl Capital closed redemptions on a $1.6 billion fund marketed to
> retail investors after withdrawal requests surged, reportedly moving to a liquidation
> plan returning roughly 30% of capital over a 45-day window.** **⚠️ That is exactly the
> structural mismatch §24 → `invest-fraud-alternatives-and-advisor-conflicts` describes, and it is far more dangerous inside a retirement
> account.**
> **⚠️ The other two objections are §8 → `invest-asset-classes-factors-costs-tax-and-allocation` and valuation: alternatives carry materially higher
> expense ratios than the index funds that dominate 401(k) menus, and fees compound over
> decades; and private investments are marked less frequently and less transparently, which
> makes reported volatility an artefact rather than a measurement.**

**⚠️ Read the advocacy critically in both directions.** ⚠️ **The case for access — that
retail investors gain diversification and higher retirement income — is argued in a White
House Economic Report chapter, which is not a disinterested source.** ⚠️ **The case against
is argued partly by incumbents in public-market products.** **⚠️ The verifiable facts are
the timeline, the unresolved legal constraints, and the Blue Owl redemption episode.**
**⚠️ For an individual, the practical questions if such options appear in a plan menu are
§8 → `invest-asset-classes-factors-costs-tax-and-allocation`'s total cost, the liquidity terms, how the valuation is struck, and what fraction of a
portfolio is prudent given that you may not be able to get out.**

---

## §27. Misconceptions

| Misconception | Correction |
|---|---|
| Investing is the first financial priority | ⚠️ **Insurance, high-interest debt and a reserve come first** (§1 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| Paying off debt isn't "investing" | ⚠️ **It's a guaranteed, tax-free, risk-free return** (§1 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| Cash reserves are inefficient | ⚠️ **They buy the ability to hold risk without forced selling** (§1 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| Risk means volatility | ⚠️ **Permanent loss and goal failure are what matter** (§2 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| All risk is compensated | ⚠️ **Single-company risk isn't — you can diversify it free** (§2 → `invest-foundations-risk-compounding-diversification-and-efficiency`, §4 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| +50% then −50% is break-even | ⚠️ **It's −25%. Volatility drag** (§2 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| My portfolio is diversified | ⚠️ **Count your salary, employer equity and pension too** (§4 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| Correlations are stable | ⚠️ **They converge toward 1 in a crisis** (§4 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| Efficient markets means prices are correct | ⚠️ **It means they're hard to beat, not right** (§5 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| Long-run stock data proves safety | ⚠️ **Survivorship bias — some markets went to zero** (§6 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Bonds are the safe part | ⚠️ **Duration risk is larger than most expect** (§6 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Factors are free money | ⚠️ **They can underperform longer than you'll hold them** (§7 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| 1% in fees is a small difference | ⚠️ **Compounded over decades it isn't** (§8 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Good managers can beat the market on average | ⚠️ **After costs the average active dollar must lag. Arithmetic** (§8 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Never sell because of the tax bill | ⚠️ **Concentration risk has cost more than tax would** (§9 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Asset allocation explains most returns | ⚠️ **Most return VARIABILITY — commonly misquoted** (§10 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Rebalancing boosts returns | ⚠️ **Its job is risk control** (§11 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| Index investing isn't an active choice | ⚠️ **Choosing the index is an allocation decision** (§12 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| The 4% rule is a law | ⚠️ **A finding from specific data, period and portfolio** (§14 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| Investors earn what their funds earn | ⚠️ **They earn less. Timing gap** (§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| A crisis demands action | ⚠️ **Action bias. Usually it demands nothing** (§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| More trading means better outcomes | ⚠️ **Most-traded accounts perform worst** (§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| IRR ranks projects correctly | ⚠️ **It misranks on scale and timing. Decide on NPV** (§17 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`) |
| One corporate hurdle rate is fine | ⚠️ **It accepts risky and rejects safe projects** (§18 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`) |
| Profit means you have cash | ⚠️ **Working capital is the gap. Businesses fail profitable** (§20 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`) |
| A valuation is a fact | ⚠️ **It's a negotiating position. Ask the terminal growth rate** (§21 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`) |
| A big exit means founders do well | ⚠️ **Liquidation preferences decide that** (§22 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`) |
| Smooth returns mean low risk | ⚠️ **Often means infrequent valuation** (§23 → `invest-fraud-alternatives-and-advisor-conflicts`, §24 → `invest-fraud-alternatives-and-advisor-conflicts`, §26.2) |
| Illiquidity earns a premium automatically | ⚠️ **You should be paid for it — check that you are** (§24 → `invest-fraud-alternatives-and-advisor-conflicts`) |
| A fiduciary duty is standard | ⚠️ **Ask: always, and in writing?** (§25 → `invest-fraud-alternatives-and-advisor-conflicts`) |
| SPIVA settles the active debate | ⚠️ **The methodology is under credentialled attack** (§26.1) |
| The SPIVA critique vindicates active | ⚠️ **It doesn't touch persistence or cost arithmetic** (§26.1) |
| Private markets in 401(k)s is done | ⚠️ **Mid-rulemaking, with legal constraints unresolved** (§26.2) |

---

## §28. Numbers

```
⚠️ Sharpe's arithmetic  ⚠️ average active dollar MUST lag after costs
⚠️ Volatility drag  ⚠️ +50% then −50% = −25%
⚠️ Loss aversion  ⚠️ losses felt ≈ 2× equivalent gains
⚠️ SPIVA 2025  ⚠️ 79% of active large-cap US funds lagged the S&P 500
                 (vs 65% in 2024; 4th-worst in 25 years)
⚠️ SPIVA 20-year  ⚠️ ~92% of domestic funds underperformed
⚠️ SPIVA 15-year  ⚠️ NO category had majority outperformance
⚠️ Cremers et al. 2026 (⚠️ AMC-sponsored, working paper)
   ⚠️ 20-yr US equity: 92% of funds → 55% of ASSETS
   ⚠️ 10-yr fixed income: 71% of funds → 37% of assets
⚠️ EO 14330 signed  ⚠️ 7 August 2025 · DOL proposed rule 30 March 2026
⚠️ US retirement assets  ⚠️ ~$13.8tn, 401(k)s ~$8.7tn (reported)
⚠️ Private strategy horizon  ⚠️ commonly 7–10 years to realize
⚠️ Blue Owl episode  ⚠️ $1.6bn retail fund, redemptions closed,
                      ~30% of capital over 45 days (reported)
⚠️ "4% rule"  ⚠️ specific US data, 30-year horizon — NOT a law
```

---

## §29. Books

| Author | Work | Why |
|---|---|---|
| **Bogle** | ***The Little Book of Common Sense Investing*** | ⚠️ **§8 → `invest-asset-classes-factors-costs-tax-and-allocation`'s argument, from the person who built the industry around it** |
| **Malkiel** | ***A Random Walk Down Wall Street*** | ⚠️ **The accessible standard on §5 → `invest-foundations-risk-compounding-diversification-and-efficiency`** |
| **Bernstein** | ***The Four Pillars of Investing*** | ⚠️ **Theory, history, psychology and business in one** |
| **Housel** | ***The Psychology of Money*** | ⚠️ **§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`, and the best on behaviour for a general reader** |
| **Kahneman** | *Thinking, Fast and Slow* | The underlying cognitive science |
| **Ellis** | *Winning the Loser's Game* | ⚠️ **Why avoiding errors beats seeking brilliance** |
| **Damodaran** | ***Investment Valuation*** / his free site | ⚠️ **§17–§21 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`. Publishes data and spreadsheets free** |
| **Brealey, Myers & Allen** | *Principles of Corporate Finance* | ⚠️ **The corporate finance standard** |
| **Kindleberger & Aliber** | *Manias, Panics and Crashes* | ⚠️ **The pattern, repeatedly, for four centuries** |
| **Taleb** | *Fooled by Randomness* | ⚠️ **On mistaking luck for skill** |
| **S&P SPIVA / Persistence Scorecards** | — | ⚠️ **§26.1, free, and read the persistence one** |
| **Your national regulator's register** | — | ⚠️ **§23 → `invest-fraud-alternatives-and-advisor-conflicts`, §25 → `invest-fraud-alternatives-and-advisor-conflicts`. Verify independently** |

---

## §30. Quick Reference

### 30.1 Picker
| Question | Where |
|---|---|
| I have money to invest — where do I start? | ⚠️ **§1 → `invest-foundations-risk-compounding-diversification-and-efficiency` first. Insurance, debt, reserve** |
| How much risk should I take? | ⚠️ **Capacity vs tolerance; take the lower** (§10 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Lump sum or spread it in? | ⚠️ **Evidence favours lump sum; averaging hedges regret** (§13 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| Should I pick active or index? | ⚠️ **Compare total cost, and note §26.1's live dispute** |
| Market just fell 30% | ⚠️ **Do what you wrote down when calm** (§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| Should I rebalance? | ⚠️ **It's risk control. Use contributions if you can** (§11 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| Is this fund expensive? | ⚠️ **Total cost, not headline fee** (§8 → `invest-asset-classes-factors-costs-tax-and-allocation`) |
| Am I diversified? | ⚠️ **Include your job and employer equity** (§4 → `invest-foundations-risk-compounding-diversification-and-efficiency`) |
| How much can I withdraw? | ⚠️ **Sequence risk is the real problem** (§14 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`) |
| Should the business do this project? | ⚠️ **NPV, not IRR. Project-specific rate** (§17 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`, §18 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`) |
| What do we do with surplus business cash? | ⚠️ **Buffer, then positive-NPV, then debt, then owners** (§20 → `invest-business-capital-budgeting-cost-of-capital-and-valuation`) |
| Is this investment legitimate? | ⚠️ **§23 → `invest-fraud-alternatives-and-advisor-conflicts`. Start with the custodian** |
| Is this advisor good for me? | ⚠️ **Three questions in §25 → `invest-fraud-alternatives-and-advisor-conflicts`** |
| Should I buy crypto / private funds? | ⚠️ **§24 → `invest-fraud-alternatives-and-advisor-conflicts`. Size for total loss; check who's selling** |

### 30.2 Before committing money
- [ ] ⚠️ **§1 → `invest-foundations-risk-compounding-diversification-and-efficiency`'s foundations are actually in place**
- [ ] ⚠️ **I can explain in one sentence where the return comes from** (§23 → `invest-fraud-alternatives-and-advisor-conflicts`)
- [ ] ⚠️ **Total cost known as a single number** (§8 → `invest-asset-classes-factors-costs-tax-and-allocation`)
- [ ] ⚠️ **Independent custodian confirmed** (§23 → `invest-fraud-alternatives-and-advisor-conflicts`)
- [ ] Registration verified via the regulator directly (§23 → `invest-fraud-alternatives-and-advisor-conflicts`, §25 → `invest-fraud-alternatives-and-advisor-conflicts`)
- [ ] ⚠️ **Liquidity terms understood — how and when do I get out?** (§24 → `invest-fraud-alternatives-and-advisor-conflicts`, §26.2)
- [ ] ⚠️ **Concentration checked including salary and employer** (§4 → `invest-foundations-risk-compounding-diversification-and-efficiency`)
- [ ] Tax treatment and account location considered (§9 → `invest-asset-classes-factors-costs-tax-and-allocation`)
- [ ] ⚠️ **Written down what I'll do if it falls 40%** (§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`)
- [ ] ⚠️ **Nobody is pressuring me on timing** (§23 → `invest-fraud-alternatives-and-advisor-conflicts`)

---

## §31. Method

**⚠️ Restating the disclaimer because it belongs at both ends: I am not a financial
advisor, this is not advice, and nothing here is a recommendation.** ⚠️ **It is a map of
what the evidence supports and where the disputes are, so you can interrogate advice
rather than accept it.**

**§1–§25 → `invest-foundations-risk-compounding-diversification-and-efficiency`, `invest-asset-classes-factors-costs-tax-and-allocation`, `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`, `invest-business-capital-budgeting-cost-of-capital-and-valuation`, `invest-fraud-alternatives-and-advisor-conflicts` rests on findings that are decades old and heavily replicated** — **the arithmetic
of costs, the diversification benefit, the investor-return gap, NPV's superiority to IRR,
and the structural signatures of fraud.** ⚠️ **None of that needed verification; Sharpe's
arithmetic is arithmetic.**

**Two searches were run in August 2026**, on **active-versus-passive evidence** and
**private markets in retirement accounts** — ⚠️ **the first because it is the field's
central empirical claim and it just came under serious methodological attack, the second
because it changes what ordinary savers can hold.**

**Confidence.** **High** in §8 → `invest-asset-classes-factors-costs-tax-and-allocation` and §15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`, which are the sections I'd most want read.
⚠️ **Costs are the only input you control with certainty, and Sharpe's arithmetic — the
average active dollar must underperform after costs, as a matter of arithmetic rather than
evidence — is the most robust claim in this document.** ⚠️ **§15 → `invest-rebalancing-vehicles-accumulation-decumulation-and-behaviour`'s behaviour gap is the
second: the documented shortfall between fund returns and investor returns says most damage
is self-inflicted, which means the highest-value intervention is a written plan made while
calm.** **§4 → `invest-foundations-risk-compounding-diversification-and-efficiency`'s point that your salary and employer equity belong in the concentration
analysis is the one people most often miss.**

**High** on §26.1's SPIVA figures, which come from S&P's own scorecard and are reported
consistently: ⚠️ **79% in 2025 against 65% in 2024, ~92% over 20 years, and no category
with majority outperformance at 15 years.**
⚠️ **I have given the Cremers/Fulkerson/Riley critique real weight because the
asset-weighting objection is methodologically serious — and I have disclosed that the study
was sponsored by the Investment Adviser Association's Active Managers Council and is an
unreviewed working paper.** ⚠️ **The framing I'd defend is that the critique moves the
headline number substantially and leaves the two things that actually drive the practical
conclusion untouched: PERSISTENCE (you must pick the winner in advance) and COST
ARITHMETIC.** **⚠️ Note that my counter-source on persistence is itself from an
evidence-based-investing advocate, so both sides of that exchange have a position.**

**High** on §26.2's timeline, which traces to the executive order text on the White House
site and to multiple independent law firm alerts: ⚠️ **EO 14330 signed 7 August 2025, the
DOL's rescission of the 2021 supplement, the SEC's reversal on closed-end funds, and EBSA's
proposed rule on 30 March 2026.**
⚠️ **The Blue Owl redemption episode and the retirement-asset totals come from wealth
management trade sources and are marked as reported.** ⚠️ **I have deliberately flagged that
the affirmative case appears in a White House Economic Report chapter and the negative case
partly serves public-market incumbents — the verifiable core is the timeline, the
unresolved legal constraints, and the liquidity mismatch, which is a structural fact rather
than an opinion.**

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