Glasshouse Fund
Decision journal

AI fund decision · October 28, 2026

Maintain a neutral, defensive low-turnover stance. Hold proven leaders and diversified defensive exposures, make no trade today, avoid adding to concentrated core positions or weak technology and AI-linked names, and retain the 26% cash reserve pending stronger breadth or clearer catalysts.

Outlook: NEUTRALPortfolio $1,056,677Cash 26.0%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 (13 outperform, 21 underperform); 0 became trades. These are the fund's calibration record.

beat SPYlag SPYAAPL: outperform at 61%AMD: underperform at 66%AMZN: outperform at 54%APLD: underperform at 80%ASML: underperform at 62%AVGO: underperform at 58%BE: underperform at 76%CAT: underperform at 72%CORZ: underperform at 77%CRWV: underperform at 82%GLW: underperform at 74%GOOGL: underperform at 69%HD: outperform at 55%INTC: underperform at 78%IREN: underperform at 87%JNJ: outperform at 55%JPM: underperform at 52%MA: outperform at 68%META: underperform at 75%MSFT: outperform at 62%MU: underperform at 68%NVDA: underperform at 57%ORCL: underperform at 67%PG: outperform at 66%QQQ: underperform at 59%SNDK: underperform at 79%SPY: underperform at 50%TSLA: outperform at 58%TSM: underperform at 55%UNH: outperform at 64%V: outperform at 69%WMT: outperform at 65%XOM: outperform at 68%^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 SPY87%The 41.7% 30-day decline and adverse neocloud commentary make this a high-risk falling knife.
CRWVUnderperform SPY82%The 31.4% 30-day drawdown and neocloud-sector warnings indicate elevated downside and weak trend quality.
APLDUnderperform SPY80%The 28.4% 30-day decline and weak earnings-related backdrop make this an unfavorable risk-adjusted candidate.
SNDKUnderperform SPY79%The 28.2% 30-day decline and negative five-day momentum outweigh AI-infrastructure optimism.
INTCUnderperform SPY78%The 23.5% 30-day decline materially underperforms SPY and provides no confirmed reversal signal.
CORZUnderperform SPY77%A 21.2% 30-day decline reflects persistent AI-infrastructure risk and poor relative momentum.
BEUnderperform SPY76%The 20.6% 30-day decline and negative-cash-flow concern leave the risk/reward unfavorable.
METAUnderperform SPY75%The 16.7% 30-day decline and 11.1% five-day loss indicate pronounced negative momentum.
GLWUnderperform SPY74%An 18.2% 30-day decline combines with disclosed customer, demand, financing and execution risks.
CATUnderperform SPY72%The 11.9% 30-day loss substantially trails SPY and there is no supplied evidence of stabilization.
GOOGLUnderperform SPY69%Negative five-day and 30-day momentum, a price below average cost and no confirmed near-term catalyst favor continued relative weakness.
VOutperform SPY69%An 11.2% 30-day gain and strong embedded portfolio return demonstrate sustained payments-sector relative strength.
MAOutperform SPY68%Its 9.1% 30-day gain materially exceeds SPY, reflecting strong payments-sector relative strength despite recent five-day softness.
MUUnderperform SPY68%Despite positive five-day performance, its 13.3% 30-day decline signals unresolved semiconductor weakness.
XOMOutperform SPY68%Positive five-day momentum and an 11.6% 30-day gain show strong energy-sector relative strength.
ORCLUnderperform SPY67%A 9.4% 30-day decline meaningfully trails SPY despite modest recent five-day improvement.
AMDUnderperform SPY66%Its 30-day decline of 8.8% materially trails SPY and does not yet show a confirmed recovery.
PGOutperform SPY66%Positive five-day momentum and an 8.7% 30-day gain support defensive relative strength.
WMTOutperform SPY65%Positive five-day momentum and an 8.0% 30-day gain support defensive consumer leadership versus SPY.
UNHOutperform SPY64%Its 10.5% 30-day gain materially exceeds SPY, supporting continued healthcare relative strength despite a weak recent week.
ASMLUnderperform SPY62%A 6.1% 30-day decline and negative five-day momentum indicate weaker relative trends than SPY.
MSFTOutperform SPY62%A 6.1% 30-day gain, substantial cushion above cost and earnings-related attention support relative strength, tempered by event risk.
AAPLOutperform SPY61%Positive five-day and 30-day momentum, plus performance above cost, supports relative strength versus SPY despite concentration risk.
QQQUnderperform SPY59%The 2.7% 30-day decline versus a modestly positive SPY reflects broad technology underperformance.
AVGOUnderperform SPY58%Recent five-day gains are constructive, but the stock remains down 3.6% over 30 days amid semiconductor-sector weakness.
TSLAOutperform SPY58%Positive five-day and 30-day momentum support relative strength, although volatility makes the forecast lower confidence.
NVDAUnderperform SPY57%Semiconductor news is somewhat supportive, but negative five-day and 30-day returns still trail SPY.
^VIXOutperform SPY57%The VIX is up 15.4% over 30 days, indicating persistent demand for volatility protection relative to SPY.
HDOutperform SPY55%Positive five-day and strong 30-day momentum suggest improving relative strength, though the position remains near cost.
JNJOutperform SPY55%Strong five-day momentum and defensive characteristics support relative resilience, although 30-day performance is essentially flat.
TSMUnderperform SPY55%Positive five-day momentum is insufficient to offset a negative 30-day trend and broader semiconductor softness.
AMZNOutperform SPY54%Positive 30-day performance and an identifiable earnings focus support a modest relative-strength case, though five-day weakness limits conviction.
JPMUnderperform SPY52%Near-flat 30-day performance offers limited evidence of leadership versus SPY.
SPYUnderperform SPY50%As the benchmark itself, no meaningful relative-performance edge can be established; this is a neutral placeholder under the required binary field.

The debate

Bull, bear and risk cases: bull 0.72 · bear 0.92 · risk 0.98
bull case · conviction 0.72

Buy or hold: the portfolio has several clear relative-strength leaders and meaningful gains above cost, while the market backdrop remains constructive with the S&P 500 up 0.5% over 30 days and the Fed leaving rates steady. Leadership is concentrated in payments, consumer staples, healthcare, energy, and select technology rather than relying exclusively on speculative AI names. The evidence supports maintaining exposure and selectively adding to the strongest trends, while recognizing that elevated volatility and weakness in several mega-cap technology holdings argue against aggressive, broad-based buying.

  • Relative strength is strongest in several portfolio holdings: XOM is up 11.6% over 30 days, V 11.2%, UNH 10.5%, PG 8.7%, WMT 8.0%, MSFT 6.1%, and HD 7.3%, all outperforming the S&P 500's 0.5% 30-day return.
  • AAPL is a constructive hold: it is up 3.0% over 30 days and 0.9% over five days, outperforming the S&P 500 over the month despite news framing it as an 'anti-AI trade.' Its current price of $344.20 is also above the $298.69 average cost.
  • The portfolio has substantial embedded gains in several leaders, including MSFT, AAPL, JNJ, V, MA, PG, WMT, XOM, and ORCL based on current prices above average costs. That provides evidence of successful positioning and supports holding rather than indiscriminate de-risking.
  • Payments leadership is especially persuasive: V is up 11.2% and MA 9.1% over 30 days, while both trade well above average cost. This is strong relative performance in established, high-quality holdings.
  • Defensive and economically diversified strength is visible in XOM, PG, WMT, UNH, and JNJ. XOM, PG, WMT, and JNJ have positive five-day momentum, while UNH retains strong 30-day momentum, helping offset weakness in technology.
  • MSFT combines a 6.1% 30-day gain with a current price of $528.13 versus a $412.76 average cost. Its upcoming earnings-related attention and a reported 'strong growth paired with a high-quality technical setup' provide identifiable catalysts, although the five-day momentum is slightly negative.
  • Semiconductor sentiment offers a potential catalyst for NVDA, TSM, and AVGO: sector stocks were reported to be leading higher for a third consecutive day, and Nvidia is investing $3 billion in Meta. The near-term tape is not yet confirming a full rebound, however, since NVDA is down 3.4% over 30 days and AVGO is down 3.6%.
  • The bullish case is not risk-free: META, GOOGL, ORCL, CAT, NVDA, and TSM have negative 30-day momentum, the VIX is up 15.4% over 30 days, and market commentary warns of a possible 8% S&P 500 pullback. These facts favor selective buying of relative-strength names rather than chasing laggards.
bear case · conviction 0.92

The strongest bearish case is that portfolio momentum is deteriorating broadly while the S&P 500 is still up 0.5% over the past 30 days. Several technology, semiconductor, advertising, industrial, and AI-linked names are materially underperforming, and two holdings are already below cost. Adding to the weakest candidates would risk buying into accelerating drawdowns rather than confirmed recoveries.

  • GOOGL is the clearest existing holding problem: it is down 7.8% from cost and has negative 30-day momentum of 5.1%, despite the benchmark gaining 0.5%.
  • META has sharply negative 30-day momentum of 16.7%, while ORCL is down 9.4%, CAT 11.9%, AVGO 3.6%, NVDA 3.4%, and TSM 2.2% over the same period. This is a broad deterioration across major growth, semiconductor, and cyclical exposures.
  • CAT's 11.9% 30-day decline is especially concerning because it combines meaningful momentum deterioration with an industrial holding already exposed to cyclical conditions; the evidence does not show stabilization.
  • HD is already slightly below cost, and its near-flat loss offers no margin of safety. Together with GOOGL, it demonstrates that not all portfolio positions are converting market exposure into gains.
  • The candidate list contains several much weaker momentum profiles: IREN is down 41.7% over 30 days, CRWV 31.4%, APLD 28.4%, SNDK 28.2%, INTC 23.5%, CORZ 21.2%, and BE 20.6%. These are falling substantially faster than the benchmark and should be treated as potential falling knives.
  • GLW is down 18.2% over 30 days, and the available risk disclosures explicitly identify customer loss, weak customer financing, inability to pace capital spending with demand, margin execution, technology change, litigation, regulation, and product-performance issues as risks. Those risks are particularly relevant when the stock is already showing pronounced negative momentum.
  • JNJ and JPM have essentially flat 30-day momentum, while NVDA, AVGO, and TSM are negative. The absence of positive momentum in several large positions weakens the argument that portfolio strength is broad-based.
  • The portfolio's technology and AI-related holdings face a common risk: even without a company-specific catalyst, simultaneous weakness across GOOGL, META, ORCL, NVDA, AVGO, TSM, and the AI-infrastructure candidates could amplify drawdown and correlation risk.
risk case · conviction 0.98

The primary capital risk is concentration: despite 26.0% cash, the invested portfolio is heavily dependent on a few positions and sectors. AAPL, JNJ, and AMZN comprise 62.4% of invested assets, while Information Technology, Health Care, and Consumer Discretionary comprise 84.3%. Cash provides a material buffer, but does not remove the concentration of the 74.0% that is invested.

  • AAPL is the largest single position at 26.4% of invested assets, making it the clearest position-level concentration risk.
  • JNJ and AMZN add 18.8% and 17.2%, respectively; together with AAPL they represent 62.4% of invested assets.
  • The four largest positions. AAPL, JNJ, AMZN, and MSFT, represent 71.7% of invested assets.
  • Information Technology is the largest sector at 44.8%, with Health Care at 20.8% and Consumer Discretionary at 18.7%; these three sectors total 84.3% of invested assets.
  • The portfolio has limited exposure outside the major concentrations: Financials are 4.0%, Consumer Staples 3.3%, Energy 1.6%, and Industrials 1.6%.
  • Cash is 26.0% of the total portfolio, so 74.0% remains invested; this reduces total invested exposure but leaves the invested capital concentrated in the positions and sectors above.
  • The supplied benchmark return does not provide evidence sufficient to assess relative portfolio risk or performance.

Cash thesis

Cash is 26.0% of portfolio value and is intentional risk control rather than an uninvested oversight. It offsets concentration in AAPL, JNJ, AMZN and MSFT, preserves flexibility around earnings and elevated volatility, and avoids forcing capital into weak AI, semiconductor and cyclical momentum. Deployment should require either improving breadth or a clearly supported company-specific catalyst; neither is sufficiently established across the current opportunity set.

Full commentary

Bear case response

Accept: GOOGL is the clearest weak holding because it is below cost and down 5.1% over 30 days while SPY is modestly positive; there is no tool-supported catalyst sufficient to justify adding. Accept: META, ORCL, CAT, NVDA, AVGO and TSM demonstrate broad deterioration across growth, semiconductor and cyclical exposures, so new purchases in these names are not warranted. Accept: CAT's 11.9% 30-day decline lacks evidence of stabilization, making it a hold rather than an add. Partially accept: HD is slightly below cost, but its 30-day return is now positive and its five-day momentum is constructive; this supports monitoring and holding rather than treating it as equivalent to a sustained momentum failure. Accept: severely declining watchlist names including IREN, CRWV, APLD, SNDK, INTC, CORZ and BE are potential falling knives and should not be purchased. Accept: GLW's negative momentum and disclosed operational risks make it unsuitable for new capital. Accept: flat JNJ and JPM momentum, together with weakness in multiple technology holdings, limits the claim that portfolio strength is broad-based. Accept: technology and AI-linked holdings retain correlated downside risk. The bullish evidence is sufficient to retain strong existing leaders such as AAPL, MSFT, V, MA, XOM, PG, WMT and UNH, but not sufficient to justify broad buying or reduced liquidity.

Market summary

The S&P 500 is modestly positive over 30 days (+0.5%) after the Fed held rates steady, but market breadth is uneven. Defensive, payments, energy and selected large-cap leaders show clear relative strength, while several technology, semiconductor, AI-infrastructure and cyclical names are weak. The VIX has risen 15.4% over 30 days, which supports a selective, low-turnover posture rather than broad risk addition.

Portfolio assessment

The portfolio is profitable and retains substantial exposure to established leaders, including AAPL, JNJ, AMZN, MSFT, V and several defensive holdings. However, AAPL, JNJ, AMZN and MSFT dominate invested assets, while GOOGL remains below cost and several technology-linked positions have lagged SPY over 30 days. The appropriate action is to hold existing quality leaders, avoid increasing concentration, and avoid averaging into weak momentum.

Risk assessment

The central risk is concentration, not insufficient equity exposure. AAPL is the largest holding, and AAPL, JNJ and AMZN represent a dominant share of invested capital; the four largest positions including MSFT account for roughly 71.7% of invested assets. Technology-linked exposure also remains correlated to AI spending, valuation compression and risk-off conditions. GOOGL, META, ORCL, CAT, NVDA, AVGO and TSM show varying degrees of negative 30-day momentum. The cash reserve mitigates total-portfolio drawdown but does not eliminate single-name or sector correlation risk within the invested sleeve.

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