Glasshouse Fund
Decision journal

AI fund decision · October 20, 2026

No trades. Hold quality leaders, do not average down AMD or GOOGL, avoid weak watchlist momentum, and retain the 28.09% cash reserve until breadth and risk appetite improve. Sources used include current five-day and 30-day returns, market and symbol news, and fund memory: risk_lesson:run_20260729T184341Z_54100baf:report_risk, risk_lesson:run_20260803T191113Z_b5f11a59:report_risk, trade:run_20261001T194714Z_9239ded3:AAPL:SELL, and report_summary:run_20260929T193720Z_dac933f3.

Outlook: NEUTRALPortfolio $1,054,829Cash 28.1%Grounding: ok

Trades

No trades this day. The fund held.

Market calls

A directional call (beat or lag the S&P 500 over the horizon) on every researched name, whether or not the fund traded it. 34 calls (18 outperform, 16 underperform); 0 became trades. These are the fund's calibration record.

beat SPYlag SPYAAPL: outperform at 56%AMD: underperform at 72%AMZN: outperform at 65%APLD: underperform at 77%ASML: outperform at 54%AVGO: underperform at 59%BE: underperform at 75%CAT: underperform at 66%CORZ: underperform at 76%CRWV: underperform at 81%GLW: underperform at 63%GOOGL: underperform at 61%HD: outperform at 57%INTC: underperform at 70%IREN: underperform at 84%JNJ: outperform at 55%JPM: underperform at 56%MA: outperform at 68%META: outperform at 59%MSFT: outperform at 70%MU: underperform at 60%NVDA: underperform at 58%ORCL: underperform at 71%PG: outperform at 67%QQQ: outperform at 58%SNDK: underperform at 73%SPY: outperform at 50%TSLA: outperform at 53%TSM: outperform at 55%UNH: outperform at 74%V: outperform at 68%WMT: outperform at 73%XOM: outperform at 62%^VIX: outperform at 57%50%60%70%80%90%100%
Each tick is one call, placed by stated confidence. Hover for the name.
All 34 calls, with reasoning
SymbolCallConf.Why
IRENUnderperform SPY84%IREN's 20.32% five-day and 33.31% 30-day declines outweigh the AI-infrastructure narrative.
CRWVUnderperform SPY81%CRWV's 21.45% five-day and 24.47% 30-day losses, alongside credit-risk concerns, indicate elevated downside risk.
APLDUnderperform SPY77%APLD is down 14.22% over five days and 17.81% over 30 days, with no confirmed stabilization.
CORZUnderperform SPY76%CORZ is down 11.02% over five days and 14.40% over 30 days, a weak trend despite favorable long-term commentary.
BEUnderperform SPY75%BE has sharp negative five-day and 30-day momentum ahead of earnings-related uncertainty.
UNHOutperform SPY74%UNH has the strongest five-day momentum among held names and an 8.23% 30-day gain, indicating broad relative strength.
SNDKUnderperform SPY73%SNDK is down 7.50% over five days and 10.44% over 30 days, reflecting unresolved semiconductor weakness.
WMTOutperform SPY73%WMT's 5.72% five-day and 9.82% 30-day gains show strong defensive and consumer relative momentum.
AMDUnderperform SPY72%The 11.14% five-day decline and 12.30% loss versus cost indicate weak near-term relative momentum despite a positive 30-day return.
ORCLUnderperform SPY71%ORCL's 9.50% five-day and 7.33% 30-day declines indicate persistent negative relative momentum.
INTCUnderperform SPY70%INTC's 10.49% five-day decline and negative 30-day return indicate sustained weak relative momentum.
MSFTOutperform SPY70%MSFT's 7.32% 30-day gain and constructive AI-revenue commentary support continued relative strength despite a modest recent pullback.
MAOutperform SPY68%MA has positive five-day momentum and a 7.69% 30-day gain, demonstrating durable relative strength.
VOutperform SPY68%V's positive five-day momentum and 7.27% 30-day gain support continued outperformance versus SPY.
PGOutperform SPY67%PG combines positive five-day momentum with a 7.51% 30-day gain, supporting defensive outperformance.
CATUnderperform SPY66%CAT's 6.08% five-day and 7.37% 30-day declines signal deteriorating relative strength.
AMZNOutperform SPY65%AMZN has positive five-day and 30-day momentum and constructive catalyst commentary, supporting relative strength versus SPY.
GLWUnderperform SPY63%GLW has negative recent momentum and broad disclosed operational and demand risks ahead of earnings.
XOMOutperform SPY62%XOM's positive five-day and 30-day returns indicate relative strength, though falling-crude headlines are a near-term risk.
GOOGLUnderperform SPY61%GOOGL is below cost and has negative five-day and marginally negative 30-day performance, lacking recovery confirmation.
MUUnderperform SPY60%MU has negative five-day and 30-day momentum, consistent with broader semiconductor weakness.
AVGOUnderperform SPY59%AVGO has negative five-day and slightly negative 30-day momentum, making relative performance uncertain to weak.
METAOutperform SPY59%META's 5.33% 30-day gain materially exceeds SPY, though its 7.48% five-day decline raises volatility risk.
NVDAUnderperform SPY58%NVDA's 5.00% five-day decline and muted reaction to favorable China-related rumors suggest near-term relative momentum is weakening.
QQQOutperform SPY58%QQQ's positive 30-day return exceeds SPY, although recent technology weakness and a negative five-day return temper confidence.
HDOutperform SPY57%HD's strong five-day rebound and positive 30-day return support a modest relative-strength view.
^VIXOutperform SPY57%VIX has risen materially over five and 30 days, indicating that volatility demand may remain firmer than the equity benchmark.
AAPLOutperform SPY56%AAPL remains up 3.50% over 30 days versus SPY's decline, but downgrade and slow-iPhone concerns constrain conviction.
JPMUnderperform SPY56%JPM's 4.91% 30-day decline and only modest five-day gain leave it behind stronger financial-quality alternatives.
JNJOutperform SPY55%JNJ's defensive profile and positive five-day rebound may offset its 5.02% 30-day decline, but confidence is limited.
TSMOutperform SPY55%TSM's positive 30-day return exceeds SPY despite a 5.59% five-day pullback, leaving a cautious relative-strength outlook.
ASMLOutperform SPY54%ASML's 30-day gain exceeds SPY despite a recent pullback, but semiconductor volatility limits conviction.
TSLAOutperform SPY53%TSLA's positive 30-day return modestly exceeds SPY, though short-term momentum is slightly negative and volatility remains high.
SPYOutperform SPY50%SPY is the reference benchmark; the neutral confidence reflects no directional edge versus itself.

The debate

Bull, bear and risk cases: bull 0.78 · bear 0.86 · risk 0.99
bull case · conviction 0.78

Buy/hold is justified because several core holdings are demonstrating clear relative strength despite a weak broader market, while the portfolio retains substantial cash to fund selective additions. The S&P 500 is down 0.95% over 30 days, yet UNH, WMT, MA, MSFT, V, PG, AMZN, META, and XOM are up approximately 5.3%–9.8% over the same period. This breadth across healthcare, consumer staples, payments, software, e-commerce, and energy supports a constructive stance rather than a wholesale risk reduction. Recent market headlines also point to renewed dip buying and a rebound in major averages, while company-specific catalysts remain visible, particularly Microsoft's improving AI revenue outlook and reported plans to increase AI-chip production. The case is not uniformly bullish: volatility is rising, GOOGL is essentially flat over 30 days, AMD has suffered a sharp five-day decline, and NVDA has struggled to respond to favorable China-purchase rumors. Accordingly, the strongest action is to hold the leaders and add selectively to proven relative-strength names rather than chase weaker momentum.

  • Relative strength is compelling: UNH is up 8.23% over 30 days, WMT 9.82%, MA 7.69%, MSFT 7.32%, V 7.27%, PG 7.51%, AMZN 5.65%, META 5.33%, and XOM 5.29%, all outperforming the S&P 500's 0.95% decline.
  • Near-term momentum is strongest in UNH (+7.71% over five days), WMT (+5.72%), PG (+3.04%), JNJ (+2.08%), MA (+1.92%), V (+1.73%), and AMZN (+1.50%), indicating that leadership is not limited to a single technology pocket.
  • Microsoft combines strong 30-day momentum (+7.32%) with constructive news: a fair-value increase tied to higher AI-revenue views and a report that it may increase AI-chip production. Its modest five-day pullback appears more consistent with consolidation than a breakdown based on the evidence provided.
  • Payments leadership is durable: MA is up 7.69% over 30 days and V 7.27%, with both also positive over five days. That relative strength supports holding or selectively adding to the payments exposure.
  • Consumer and defensive participation broadens the bull case: WMT and PG are among the portfolio's best 30-day performers, while UNH has both the strongest five-day and near-top 30-day momentum.
  • AMZN and AAPL are still positive over 30 days at 5.65% and 3.50%, respectively. AAPL's downgrade and slow-iPhone concerns are real risks, but the stock remains ahead of the benchmark over the measured period.
  • The market backdrop is improving at the margin: news reports describe renewed dip buying, a Dow rebound, and falling crude oil. That can support continued participation by stocks already showing relative strength.
  • Risk is elevated rather than absent: the VIX is up 20.76% over five days and 7.21% over 30 days. AMD's 11.14% five-day decline, NVDA's 5.00% decline, and GOOGL's slightly negative 30-day return argue for selectivity and patience.
  • Cash of approximately $296,333 provides flexibility. The evidence supports deploying it incrementally into the strongest relative-strength holdings rather than making an all-at-once purchase.
bear case · conviction 0.86

The strongest bearish case is that the portfolio is carrying several clear pockets of deterioration while the broader market is also weakening. GOOGL and AMD are already below cost, and GOOGL, JNJ, and JPM are simultaneously showing negative 30-day momentum. The candidate set is even more concerning: IREN, CRWV, APLD, CORZ, and BE have suffered sharp 30-day declines, suggesting that adding to weak trends could compound losses. GLW carries an unusually broad set of disclosed operational, demand, customer, margin, technology, regulatory, and financing risks. With the S&P 500 down 0.95% over the past 30 days, there is little evidence here that weakness is isolated or that downside momentum has been decisively arrested.

  • AMD is the clearest current holding problem: it is down 12.3% versus average cost, materially worse than the S&P 500's 0.95% 30-day decline.
  • GOOGL is down 3.1% versus average cost and has also posted negative 30-day momentum, indicating both an unrealized loss and recent weakness.
  • JNJ and JPM each show roughly 5% negative 30-day momentum, making them additional current holdings with deteriorating recent performance even though no broader fundamental evidence is provided.
  • The candidate list contains severe momentum deterioration: IREN is down 33.3% over 30 days, CRWV 24.5%, APLD 17.8%, CORZ 14.4%, and BE 12.8%. These are poor setups for fresh capital absent evidence of stabilization.
  • Additional candidate weakness is broad rather than isolated: SNDK, GLW, CAT, ORCL, INTC, and MU are also down over the past 30 days, while AVGO and GOOGL are negative as well.
  • GLW's disclosed risks include weaker-than-expected customer demand, difficulty pacing capital spending, margin-execution risk, rapid technology change, product or component problems, loss of significant customers, customer financing stress, litigation, and regulatory or tax developments.
  • The portfolio has several profitable positions, but the supplied evidence does not establish that those gains are supported by improving momentum; therefore, current winners should not be treated as immune to a broader reversal.
  • The benchmark's negative 30-day return reinforces the risk that portfolio-specific weakness could occur within a generally soft market rather than being quickly rescued by market strength.
risk case · conviction 0.99

The biggest capital risks are position concentration and sector concentration: AAPL, JNJ, and AMZN together represent 63.8% of invested assets, while Information Technology, Health Care, and Consumer Discretionary together represent 82.9%. The 28.1% cash allocation reduces exposure to these risks at the total-portfolio level but does not eliminate the dependence on a small number of holdings and sectors.

  • AAPL is the largest position at 26.8% of invested assets, creating the single greatest position-specific concentration risk.
  • JNJ and AMZN add another 18.6% and 18.4%, respectively; the top three positions total 63.8% of invested assets.
  • Information Technology is the largest sector at 43.8% of invested assets, creating the largest sector-level concentration.
  • Health Care and Consumer Discretionary contribute 20.7% and 18.4%; together with Information Technology, these three sectors account for 82.9% of invested assets.
  • The 28.1% cash level is a meaningful liquidity buffer and lowers the portfolio-level impact of invested-asset exposures, but the invested portion remains highly concentrated.
  • The evidence supports concentration-risk concerns independent of whether any individual security or sector rises or falls.

Cash thesis

Cash is 28.09% of portfolio value, above the 25% threshold. Retaining this reserve is deliberate: it moderates concentration and technology/AI-cycle risk, avoids chasing short-term rebounds while VIX is rising, and preserves capacity for either confirmed broad-market improvement or more attractive entries. The fund memory prioritizes selective action, incremental concentration management, and avoiding repeated turnover; current evidence does not justify deploying cash broadly.

Full commentary

Bear case response

Accept: AMD is the clearest weak holding from a risk-control perspective, with a 12.30% unrealized loss and an 11.14% five-day decline; it should not be averaged down without stabilization. Accept: GOOGL is below cost and slightly negative over 30 days, so it lacks confirmation for an addition. Accept: JNJ and JPM have roughly 5% negative 30-day momentum and require monitoring, although their positive five-day performance argues against an immediate forced sale. Accept: broad weakness among watchlist candidates such as IREN, CRWV, APLD, CORZ, BE, GLW, SNDK, CAT, ORCL, and INTC is a reason not to deploy cash into them. Accept: GLW's disclosed operational, demand, customer, margin, financing, and regulatory risks make it unsuitable for a momentum-driven purchase. Partly reject: the benchmark's 0.95% 30-day decline does not by itself require liquidation because multiple held names are materially outperforming SPY across defensive and cyclical groups. The appropriate response is to hold stronger core positions, avoid additions to deteriorating trends, and retain cash rather than broadly de-risking profitable leaders.

Market summary

The market is mixed: SPY is down 0.95% over 30 days and volatility has risen, with VIX up 20.76% over five days, but dip-buying headlines and strength in health care, staples, payments, e-commerce, and select software indicate that leadership remains available. Semiconductor and AI-infrastructure momentum is notably weaker, while the portfolio's strongest positions remain concentrated in a few large names.

Portfolio assessment

Maintain the current low-turnover posture. The portfolio has outperformed through several leaders, including MSFT, AMZN, UNH, V, MA, WMT, PG, and XOM, but AAPL, JNJ, and AMZN remain large exposures and technology-linked holdings remain correlated. GOOGL is below cost with weak recent performance, while AMD is below cost and has fallen sharply over five days. No new trade has sufficient risk-adjusted advantage today: adding would increase concentration or average into weakness, while selling leaders solely because of a modest market pullback would be premature.

Risk assessment

The primary risk is concentration rather than a lack of liquidity. AAPL, JNJ, and AMZN are the dominant positions, and the invested sleeve remains heavily exposed to technology, health care, and consumer-discretionary factors. A synchronized reversal in mega-cap growth, AI spending, consumer demand, or regulatory conditions could affect several holdings together. AMD's 11.14% five-day decline, NVDA's 5.00% five-day decline, GOOGL's weak trend, and rising VIX reinforce the need to avoid averaging down. Cash cushions total-portfolio volatility but does not remove single-name risk in the largest holdings.

← October 19, 2026 October 21, 2026 →