Archived research surface·Last refreshed Jun 1, 2026. Not currently maintained as a daily product.
SYSTEM · ARCHITECTURE

Tracing one actor through the stacked field model

Worked example: MU across 119 days of corpus (2025-12-092026-06-01). Each layer card below shows what the system saw for this actor at that layer over the whole window.

Retrace another actor
AAPLADBEAMDAMZNANETARMASMLAVGOCEGCRMCRWVDDOGDELLGOOGLINTCMETAMPMRVLMSFTMUNBISNFLXNVDAORCLPLTRSMCISNOWTSLATSMTTDVRTVST
Point-in-time. At any time t the system only uses data available at or before t. Conviction is the model’s confidence at parse time, not a calibrated probability. Calibration, source/actor trust priors, and region reliability are planned in F-007.
Throughline
MU’s daily expectation moved from bearish continuation (0.75, 2025-11-24) through a peak of bearish continuation 0.75 (2025-11-24) to today’s mixed rotational (0.60). One thesis held long enough to be tracked persistently: Micron stock momentum and forecasts — now 4 daily versions (2026-05-122026-05-26).
L0Event FieldBUILT

Raw signal layer. Every event becomes a point in a 1,536-dimensional semantic space at the timestamp of its occurrence, with actors linked, source, relevance, and a data-quality flag.

addsCaptures every news, filing, transcript, and social post naming MU, point-in-time, ready for upstream clustering.
today2,605 events naming MU in the 131-day window where every layer has coverage (4,002 in the full L0 corpus). Sources: NewsAPI, Finnhub news + transcripts, Reddit, X-amplification, SEC filings.
events per day naming MU2,605 total · peak 108 on 03-18
Peak day sample: “Dow Jones Futures Rise, Oil Prices Fall, Nvidia Up On China News; Fed Decision, Micron Earnings Loom
Some gaps14 of 131 days in this window had zero events for MU — longest gap 4 consecutive days. Some of this is real news quietness; some reflects pipeline gaps in Dec 2025 / Jan 2026 / early Feb 2026 (post-holiday weeks where fetch_today.py ran in degraded mode). A targeted gap backfill ran on 2026-05-18 to repair this; daily health checks were added downstream to prevent recurrence.
2025-11-24FIRST
26
events
2026-01-02
10
events
2026-02-10
14
events
2026-03-19
98
events
2026-04-27
22
events
2026-06-01TODAY
36
events
L1Narrative FieldBUILT / SHADOW VALIDATED

Events embed into a shared semantic space and cluster into coherent storms. Each storm has a stable ID that persists across days through F-002 lineage matching.

addsPlaces MU inside a named narrative each day — and tracks when its center of mass shifts to a different one.
todayPrimary cluster: micron / sandisk / technology. Density (7d): 0.202 (momentum +0.003, novelty 0.26). Cluster labels are auto-generated from the full event neighborhood — actor membership reflects shared AI-sector coverage, not exclusive company-specific coverage.
MU’s primary cluster over time52 distinct clusters · 98 transitions
Colored band = primary cluster label. Line = semantic_density_7d. Cluster transitions are where the actor’s narrative center of mass shifted.
2025-11-24FIRST
2026-01-02
Trump investment accounts for children
1d in this narrative
2026-02-10
Corporate filings and disclosures
2d in this narrative
2026-03-19
Market Sentiment and Investment Strategies
1d in this narrative
2026-04-27
Earnings season insights and stock analysis
6d in this narrative
2026-06-01TODAY
L2Expectation FieldBUILT V1

Forward views per actor, embedded into the same semantic space and attached to their nearest L1 storm.

addsTurns MU's narrative position into a directional thesis with conviction — a daily forward expectation.
todayLatest: mixed rotational at conviction 0.60. Micron's strong relative performance, despite a negative narrative dislocation score and recent earnings miss, suggests a complex interplay between tight HBM3e/HBM4 supply and consumer/PC DRAM lag. The stock's ability to maintain positive relative returns in the face of this narr
MU’s daily expectation129 days · direction = bar color · conviction = bar height
2025-11-24 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on MU shares as concerns over HBM demand persist, coupled with negative confirmation of the current narrative. Tight supply and ASP trajectories may not be enough to offset the bearish sentiment.2025-11-26 · bearish_continuation · conv 0.75 — Given the ongoing negative confirmation state and deteriorating narrative surrounding HBM demand, MU is likely to face continued downward pressure in the near term. The persistent selloff suggests further price weakness as the market digests the earnings miss.2025-11-28 · mixed_rotational · conv 0.65 — In the near term, MU may see a mixed performance as market sentiment grapples with uncertainty in HBM demand following the earnings miss. However, the price action suggests potential for stabilization as supply tightness and ASP trajectory remain supportive.2025-12-01 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as market sentiment grapples with HBM demand uncertainty, though price action indicates some resilience against negative narratives. Continued focus on supply tightness and capex discipline will be critical.2025-12-02 · inflection_pending · conv 0.65 — As of now, MU is experiencing a state of disagreement, indicating potential volatility in the near term. The market's rejection of the negative narrative suggests a cautious optimism, but uncertainty around HBM demand may lead to mixed outcomes in the following months.2025-12-03 · bearish_continuation · conv 0.75 — Given the recent confirmation of negative sentiment and uncertainty around HBM demand, MU is likely to face continued pressure in the near term. The narrative suggests a cautious outlook as the market digests the implications of the earnings miss.2025-12-04 · bearish_continuation · conv 0.75 — Given the current negative confirmation state and persistent uncertainty surrounding HBM demand, MU is likely to face continued downward pressure in the near term. The recent earnings miss has compounded concerns over inventory levels and capex discipline.2025-12-05 · bearish_continuation · conv 0.75 — Given the ongoing negative confirmation state and the recent narrative surrounding HBM demand uncertainty, MU is likely to face continued pressure in the near term. The trajectory suggests a struggle to regain upward momentum amid the earnings miss.2025-12-08 · bearish_continuation · conv 0.75 — The near-term outlook for MU remains challenging, with persistent negative confirmation in the narrative and a significant drop in narrative strength. Continued uncertainties in HBM demand could further pressure the stock in the coming months.2025-12-09 · mixed_rotational · conv 0.65 — The next 1-2 months may see volatility as market reactions to HBM demand uncertainty continue to unfold, despite recent price resilience. The ongoing disagreement in narrative suggests a cautious approach.2025-12-10 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU is likely to experience volatility as the market weighs the uncertain HBM demand against its recent price performance. The potential for a recovery hinges on clarity regarding inventory normalization and ASP trends.2025-12-11 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as market sentiment grapples with HBM demand uncertainties, despite a recent price resilience. The structural disagreement suggests potential for both upward and downward movements.2025-12-12 · mixed_rotational · conv 0.60 — As of now, MU shows a mixed outlook with price rejecting negative narratives despite uncertainty in HBM demand. A stabilization in narrative could lead to a potential rebound in the coming months.2025-12-15 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure as the negative narrative around HBM demand remains unaddressed, coupled with confirmation of the selloff. Expectations for a rebound appear muted given the prevailing market conditions.2025-12-16 · bearish_continuation · conv 0.75 — The outlook remains bearish as negative confirmation persists, with HBM demand uncertainties continuing to impact sentiment and price. Expect further pressure in the near term due to ongoing narrative challenges.2025-12-17 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation state and the uncertain HBM demand narrative, MU is likely to experience continued downward pressure in the near term. The market's lack of responsiveness to positive narratives suggests a challenging environment ahead.2025-12-18 · bearish_continuation · conv 0.75 — Given the negative confirmation state and ongoing uncertainty in HBM demand, MU is likely to face continued downward pressure in the near term. The narrative is not supportive, and the recent price performance reflects this skepticism.2025-12-19 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the market grapples with mixed signals regarding HBM demand and the broader memory cycle. The disagreement state suggests potential for both upside and downside movement depending on external factors.2025-12-22 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the market navigates HBM demand uncertainties while rejecting the prevailing negative narrative. Price may stabilize but will be sensitive to broader sector movements.2025-12-23 · inflection_pending · conv 0.65 — The next 1-2 months could see continued volatility as the market assesses the impact of tight HBM supply and the recent earnings miss. A potential inflection point may emerge as inventory normalization progresses.2025-12-24 · mixed_rotational · conv 0.70 — Given the current structural disagreement and negative narrative regarding HBM demand, expect volatility in the near term. However, the resilience in relative performance suggests potential for stabilization as the market digests recent information.2025-12-26 · mixed_rotational · conv 0.60 — The next 1-2 months may see continued volatility as the market navigates mixed signals about HBM demand and pricing dynamics. The recent disagreement state suggests potential for price fluctuations amid ongoing inventory normalization efforts.2025-12-29 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the market grapples with mixed signals regarding HBM demand and the recent earnings miss. Price action suggests a potential for stabilization but remains sensitive to external narratives.2025-12-30 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU may experience volatility as market participants weigh the uncertainty in HBM demand against the recent price resilience. The disagreement state suggests potential for both upward and downward movements.2025-12-31 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU is likely to experience continued volatility as the market grapples with HBM demand uncertainty and mixed narrative signals. The tight supply situation may provide some support, but broader market dynamics could lead to fluctuations.2026-01-02 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the market assesses HBM demand amid mixed signals from peers and a recent earnings miss. The relative strength indicates some resilience, but uncertainty remains high.2026-01-05 · inflection_pending · conv 0.65 — The next 1-2 months may see continued volatility as the market assesses HBM demand and supply dynamics. The current disagreement state suggests potential for price stabilization or a corrective move depending on broader market sentiment.2026-01-06 · mixed_rotational · conv 0.60 — In the next 1-2 months, MU's performance may fluctuate as the market digests mixed signals regarding HBM demand and pricing dynamics. The strong relative return suggests potential for resilience despite negative narratives.2026-01-07 · mixed_rotational · conv 0.65 — While MU's price is showing resilience against a negative narrative, uncertainty around HBM demand remains a concern. The next couple of months may see continued volatility as the market assesses supply tightness and ASP trends.2026-01-08 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU may experience a mixed trajectory as the disagreement state suggests volatility amidst tight supply and uncertain HBM demand. Price action is likely to remain sensitive to broader semiconductor trends and inventory adjustments.2026-01-09 · mixed_rotational · conv 0.65 — The semiconductor landscape shows priced-in uncertainty surrounding HBM demand. Continued disagreement in narrative may lead to fluctuating performance in the near term as investors assess the impact of supply constraints and ASP trends.2026-01-12 · bearish_continuation · conv 0.65 — Given the ongoing disagreement and negative narrative surrounding HBM demand, MU may continue to face downward pressure in the near term. The price's resilience against negative sentiment suggests potential for stabilization, but caution remains warranted.2026-01-13 · bearish_continuation · conv 0.75 — The trajectory suggests continued pressure on MU due to confirmed negative sentiment and uncertain demand for HBM products. Expect further price weakness in the near term as market sentiment aligns with the narrative.2026-01-14 · bearish_continuation · conv 0.75 — Given the negative confirmation state and ongoing narrative regarding HBM demand uncertainty, the expectation is for continued bearish pressure over the next 1-2 months. The market is likely to remain cautious as the memory cycle experiences inflection points amid lagging consume2026-01-15 · mixed_rotational · conv 0.65 — Over the next 1-2 months, MU may experience volatility as the market weighs the uncertain HBM demand against recent price resilience. The mixed state suggests potential for both upside and downside movements.2026-01-16 · mixed_rotational · conv 0.60 — The near-term outlook suggests a continued struggle with narrative dislocation despite recent price resilience. Fluctuations in HBM demand and supply tightness will be critical in shaping the next few months.2026-01-20 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the market grapples with HBM demand uncertainties and mixed narratives. The price is currently showing resilience against negative sentiment, suggesting potential for stabilization.2026-01-21 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price volatility as the market grapples with mixed narratives around HBM demand and the memory cycle. Despite recent negative sentiment, the price is showing resilience against the broader negative narrative.2026-01-22 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price volatility as the market weighs the uncertainty in HBM demand against the backdrop of a strong narrative. A potential for stabilization exists if supply tightness and capex discipline are maintained.2026-01-23 · bearish_continuation · conv 0.70 — Given the ongoing narrative of HBM demand uncertainty and the rejection of negative sentiment by price, MU may continue to face downward pressure in the near term. The structural disagreement suggests a complex path ahead, potentially leading to further volatility.2026-01-26 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU's price may experience fluctuations as the market weighs the uncertainty around HBM demand against recent price resilience. The narrative around supply tightness and inventory normalization will play a crucial role.2026-01-27 · mixed_rotational · conv 0.65 — With a narrative of uncertain HBM demand following an earnings miss, MU's recent price performance shows resilience against this negative backdrop. However, the disagreement state suggests mixed sentiment in the near term, reflecting ongoing volatility.2026-01-28 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU may continue to face volatile trading as the market weighs mixed signals on HBM demand against a backdrop of tight supply and price stability. The recent earnings miss may keep sentiment cautious.2026-01-29 · inflection_pending · conv 0.65 — In the short term, MU is likely to experience continued price stability as it navigates mixed narratives around HBM demand and earnings performance. However, the ongoing disagreement in narrative suggests potential volatility ahead.2026-01-30 · inflection_pending · conv 0.65 — Given the current state of disagreement and the narrative surrounding HBM demand, MU may face challenges in the near term. However, the recent price resilience suggests potential for a rebound if supply tightness and ASP trends stabilize.2026-02-02 · mixed_rotational · conv 0.65 — In the coming months, MU is likely to experience continued price pressure due to uncertainty around HBM demand despite a positive relative performance. The narrative suggests a cautious approach as market dynamics evolve.2026-02-03 · inflection_pending · conv 0.65 — The next 1-2 months may see continued price pressure as the market grapples with uncertain HBM demand, although recent price resilience suggests potential stabilization. Continued focus on inventory normalization and supply tightness will be critical in shaping the outlook.2026-02-04 · bearish_continuation · conv 0.75 — The current structural picture suggests continued bearish pressure on MU's price as narrative confirmation of weakness persists. Uncertainty around HBM demand and a negative trajectory in relative performance indicate challenges ahead in the coming months.2026-02-05 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure on MU's stock as negative narratives about HBM demand and earnings miss persist. The market's response suggests further confirmation of a bearish trend.2026-02-06 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure on MU's stock as the narrative surrounding HBM demand remains uncertain and the negative confirmation state persists. The market's skepticism about recovery in the memory cycle could further suppress prices.2026-02-09 · bearish_continuation · conv 0.75 — The outlook remains negative as the narrative around HBM demand uncertainty continues to pressure prices. Expect further confirmation of bearish trends in the coming months unless significant changes in demand dynamics occur.2026-02-10 · bearish_continuation · conv 0.75 — With the current state confirming negative sentiment, the next 1-2 months are likely to see further downside pressure as concerns over HBM demand persist. Investors should remain cautious.2026-02-11 · inflection_pending · conv 0.65 — As of this date, the outlook for MU shows a disagreement state, indicating potential volatility as the market reacts to mixed signals around HBM demand. The recent earnings miss could weigh on sentiment, but price resilience suggests a possible stabilization ahead.2026-02-12 · mixed_rotational · conv 0.65 — As of now, MU is navigating a mixed sentiment environment with price resilience against a backdrop of negative narrative pressure. The upcoming months may see fluctuations as market participants weigh HBM demand uncertainty against the potential for inventory normalization.2026-02-13 · bearish_continuation · conv 0.70 — Given the current narrative of uncertain HBM demand and a negative dislocation score, MU is likely to face continued pressure in the near term. The recent price performance suggests a struggle against the prevailing negative sentiment.2026-02-17 · inflection_pending · conv 0.65 — The current state of disagreement alongside a negative narrative suggests potential volatility in the near term. However, price resilience against this narrative indicates a possible stabilization or inflection point could emerge as supply dynamics and inventory normalization pla2026-02-18 · mixed_rotational · conv 0.65 — In the coming months, MU is likely to experience volatility as the market grapples with mixed narratives around HBM demand and recent earnings. The price may oscillate as investors weigh tight supply against broader economic conditions.2026-02-19 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price fluctuations as the market grapples with the implications of tight HBM supply and mixed demand signals. A cautious approach is warranted given the current disagreement in narrative and pricing.2026-02-20 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility in price as the market weighs the uncertain demand for HBM against the backdrop of a recovering memory cycle. While recent price action shows some resilience, the narrative remains cautious.2026-02-23 · neutral_macro · conv 0.60 — In the next 1-2 months, MU's performance is likely to remain constrained due to ongoing uncertainty in HBM demand and broader semiconductor pressures. However, price resilience suggests a potential stabilization if narrative shifts positively.2026-02-24 · inflection_pending · conv 0.65 — The structural disagreement indicates potential volatility in the near term, with mixed signals about HBM demand. A cautious approach is advisable as the market assesses inventory normalization and ASP trends.2026-02-25 · bearish_continuation · conv 0.70 — Given the negative confirmation state and recent earnings miss, the outlook for MU remains bearish. The uncertainty around HBM demand and the tight supply conditions suggest continued pressure on prices and sentiment in the near term.2026-02-26 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued negative sentiment due to the recent earnings miss and ongoing uncertainty in HBM demand. Structural weaknesses may persist as the market remains cautious.2026-02-27 · bearish_continuation · conv 0.75 — Given the current negative confirmation state and a bearish narrative around HBM demand, MU is likely to continue facing downward pressure in the near term. The recent earnings miss has reinforced concerns about the memory cycle and ASP trajectory.2026-03-02 · bearish_continuation · conv 0.75 — The structural picture indicates a sustained negative sentiment, driven by uncertainty in HBM demand following an earnings miss. Expect further challenges in the near term as the market digests these developments.2026-03-03 · bearish_continuation · conv 0.75 — Given the ongoing negative confirmation and uncertainty surrounding HBM demand, MU is likely to face continued downward pressure in the near term. The narrative suggests a lack of positive catalysts to reverse the current trend.2026-03-04 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on MU due to the negative confirmation of current narratives and uncertainty around HBM demand following an earnings miss. The trajectory suggests a challenging environment for price recovery.2026-03-05 · bearish_continuation · conv 0.70 — Given the negative confirmation state and ongoing narrative challenges, MU is likely to face continued downward pressure in the near term. The uncertainty around HBM demand and the recent earnings miss suggests limited upside potential over the next couple of months.2026-03-06 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on MU shares as negative sentiment around HBM demand persists. The recent earnings miss reinforces concerns about demand and pricing.2026-03-09 · bearish_continuation · conv 0.75 — The outlook for the next 1-2 months remains negative as the confirmation of bearish sentiment persists, driven by uncertain HBM demand. Further selloff may occur if the narrative does not improve.2026-03-10 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the market assesses the implications of HBM demand and recent earnings misses. Price action is likely to oscillate as investors weigh the tightness in supply against broader market narratives.2026-03-11 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU may experience mixed performance as the market continues to grapple with the uncertain demand for HBM, despite a recent price rejection of the negative narrative. This could lead to fluctuations as investors weigh supply tightness against broader market2026-03-12 · inflection_pending · conv 0.65 — The current state of disagreement indicates potential volatility ahead, with HBM demand uncertainty likely impacting performance. A focus on capex discipline and inventory normalization may guide the next steps.2026-03-13 · mixed_rotational · conv 0.65 — As of now, the outlook remains mixed due to significant narrative dislocation despite the positive relative return. A cautious approach is warranted as the market digests the implications of HBM demand uncertainties.2026-03-16 · bearish_continuation · conv 0.70 — In the next 1-2 months, MU is likely to continue facing downward pressure as uncertainty around HBM demand persists, despite recent price resilience. The narrative indicates a challenging environment with potential for further negative sentiment.2026-03-17 · inflection_pending · conv 0.65 — While current price action shows resilience against a negative narrative, uncertainty around HBM demand and recent earnings miss suggests a potential inflection point ahead. The next 1-2 months will be critical for gauging market response to supply tightness and ASP trends.2026-03-18 · mixed_rotational · conv 0.65 — The near-term outlook suggests continued volatility as the market digests the recent earnings miss and uncertainty around HBM demand. Price may oscillate as sentiment adjusts to the mixed signals.2026-03-19 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as market sentiment regarding HBM demand remains uncertain, despite recent price resilience. A potential shift in narrative could arise from developments in supply dynamics and inventory levels.2026-03-20 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued bearish pressure as negative sentiment around HBM demand persists. The structural indicators suggest a challenging environment for recovery.2026-03-23 · bearish_continuation · conv 0.75 — Given the current negative confirmation state and uncertainty around HBM demand, MU is likely to face continued pressure in the near term. The narrative surrounding earnings misses and tight supply may exacerbate selling sentiment.2026-03-24 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued negative pressure as uncertainty surrounding HBM demand persists, impacting pricing and sales expectations. The current selloff is confirming the bearish narrative, suggesting limited upside in the near term.2026-03-25 · bearish_continuation · conv 0.70 — Given the persistent negative confirmation and uncertainty surrounding HBM demand, MU is likely to face continued downward pressure in the near term. The market's reaction indicates a lack of confidence in a turnaround within the next couple of months.2026-03-26 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation state and the uncertain demand for HBM after the earnings miss, MU is likely to face continued downward pressure in the near term. The lack of positive narrative support suggests limited recovery potential.2026-03-27 · bearish_continuation · conv 0.75 — The structural indicators suggest a persistent negative sentiment around MU, with uncertainty in HBM demand weighing on performance. Expect continued pressure in the coming months as the narrative remains unfavorable.2026-03-30 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation state and uncertainty around HBM demand, MU is likely to face continued downward pressure in the near term. The recent earnings miss and negative relative performance suggest a challenging environment ahead.2026-03-31 · bearish_continuation · conv 0.70 — As of now, MU is facing continued negative confirmation with uncertainty around HBM demand impacting sentiment. Expect further downside pressure in the coming months unless there is a significant shift in the narrative.2026-04-01 · bearish_continuation · conv 0.75 — Given the current negative confirmation state and persistent narrative of HBM demand uncertainty, MU is likely to experience continued downside pressure over the next couple of months. The structural challenges suggest a protracted selloff.2026-04-02 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation and declining narrative strength, MU is likely to face continued headwinds in the near term. The uncertainty around HBM demand following the earnings miss suggests further price pressure may be expected.2026-04-06 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on MU as uncertainty around HBM demand persists, coupled with a negative confirmation state and lagging consumer trends.2026-04-07 · mixed_rotational · conv 0.65 — As of now, the market shows signs of disagreement, with price action rejecting the negative narrative surrounding HBM demand. However, the overall environment remains uncertain, suggesting potential volatility in the coming months.2026-04-08 · inflection_pending · conv 0.65 — The next 1-2 months may see continued volatility as MU navigates the uncertainty surrounding HBM demand and its recent earnings miss. The positive relative return suggests some market resilience, but the overall narrative remains cautious.2026-04-09 · inflection_pending · conv 0.65 — The semiconductor sector shows signs of disagreement, with MU's price rejecting the negative narrative despite uncertainty in HBM demand. Short-term fluctuations are likely as market sentiment stabilizes.2026-04-10 · mixed_rotational · conv 0.65 — In the next 1-2 months, MU may face continued price pressure as uncertainty around HBM demand persists, despite some resistance against negative narratives. The market's reaction to supply tightness and ASP trends will be critical.2026-04-13 · mixed_rotational · conv 0.65 — The next 1-2 months are likely to see continued volatility as the market weighs HBM demand against the backdrop of a broader semiconductor sector facing challenges. Prices may oscillate as investors respond to conflicting signals.2026-04-14 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued price pressure as uncertainty around HBM demand weighs heavily on sentiment. Despite recent disagreements in price action, the negative narrative persists.2026-04-15 · inflection_pending · conv 0.65 — The next 1-2 months may see continued volatility as the market grapples with mixed narratives surrounding HBM demand and supply tightness. Price action suggests a potential stabilization, but uncertainty remains.2026-04-16 · inflection_pending · conv 0.65 — The next 1-2 months may see fluctuations as the market digests the recent earnings miss alongside ongoing tightness in HBM supply. Price action suggests a potential for stabilization, but uncertainty remains.2026-04-17 · inflection_pending · conv 0.65 — The next couple of months may see continued volatility as the market assesses HBM demand amidst recent earnings misses. The structural disagreement suggests potential for a rebound if sentiment shifts positively.2026-04-20 · bearish_continuation · conv 0.75 — The current negative confirmation state indicates ongoing pressure on MU's stock, primarily driven by uncertainty in HBM demand following a recent earnings miss. This may lead to further declines in the near term.2026-04-21 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure as the negative narrative around HBM demand persists and price fails to respond positively. Tightness in supply may not be enough to counteract bearish sentiment.2026-04-22 · inflection_pending · conv 0.65 — The structural picture suggests potential for price recovery as disagreement with the negative narrative persists. However, uncertainty around HBM demand remains a critical factor influencing investor sentiment.2026-04-23 · inflection_pending · conv 0.65 — The next 1-2 months may see continued price volatility as the market weighs the uncertain demand for HBM against the recent earnings miss. Structural indicators suggest a potential for stabilization if supply tightness persists.2026-04-24 · mixed_rotational · conv 0.65 — The near-term outlook suggests price fluctuations as the market grapples with mixed signals regarding HBM demand and ongoing supply tightness. Continued inventory normalization may provide some support.2026-04-27 · mixed_rotational · conv 0.65 — The current structural state indicates a mixed outlook, with price resilience despite narrative uncertainty around HBM demand. Continued focus on capex discipline and inventory normalization could stabilize performance in the near term.2026-04-28 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price resistance despite a stable narrative. The market appears to be weighing the uncertainty around HBM demand against inventory normalization efforts.2026-04-29 · mixed_rotational · conv 0.65 — The structural disagreement suggests potential for price volatility as the market weighs HBM demand uncertainties against tight supply conditions. A cautious approach is warranted as narrative pressures may impact performance in the coming months.2026-04-30 · inflection_pending · conv 0.60 — The next 1-2 months may see continued volatility as the market navigates uncertainty around HBM demand and potential supply tightness. Price resilience suggests a possible inflection point, but lingering negative narratives could weigh on performance.2026-05-01 · mixed_rotational · conv 0.65 — While the current narrative around HBM demand is uncertain, MU's price is showing resilience against negative pressures. Expect fluctuations as market sentiment continues to evolve.2026-05-04 · inflection_pending · conv 0.65 — The next 1-2 months may see continued volatility as the market grapples with HBM demand uncertainties and the recent earnings miss. A potential inflection point could arise if supply tightness and ASP trends stabilize.2026-05-05 · mixed_rotational · conv 0.65 — Given the current disagreement state and negative narrative divergence, MU's price may experience volatility as it attempts to stabilize amidst uncertainty in HBM demand. The recent relative strength could provide some support in the short term.2026-05-06 · mixed_rotational · conv 0.65 — As of now, MU is experiencing disagreement between price action and the negative narrative surrounding HBM demand. The current trajectory suggests potential for stabilization, but uncertainty remains high given the broader sector pressures.2026-05-07 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price volatility as the market assesses HBM demand dynamics against recent earnings misses. Disagreement in narrative versus price suggests potential for both upward and downward movements.2026-05-08 · bearish_continuation · conv 0.75 — The outlook for MU remains cautious as the negative narrative surrounding HBM demand continues to exert pressure, despite some recent price resilience. Expect further volatility as the market assesses supply tightness against demand uncertainties.2026-05-11 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price resistance as narrative concerns around HBM demand persist, but a robust relative performance suggests potential stabilization if supply issues are addressed.2026-05-12 · mixed_rotational · conv 0.65 — Despite recent price resilience, uncertainty around HBM demand and earnings performance may lead to continued volatility. Watch for potential inventory normalization and ASP trends.2026-05-13 · inflection_pending · conv 0.65 — The current structural disagreement suggests potential stabilization in price, but uncertainty around HBM demand could lead to volatility. Monitoring supply tightness and ASP trajectory will be crucial in the coming months.2026-05-14 · mixed_rotational · conv 0.65 — The next 1-2 months could see continued volatility as Micron navigates uncertainty in HBM demand, despite recent positive price action. Market sentiment will be crucial in determining whether the current price rejection of the negative narrative can hold.2026-05-15 · bearish_continuation · conv 0.75 — With a negative confirmation state and a significant narrative dislocation, MU's near-term trajectory appears bearish. The uncertainty around HBM demand following the recent earnings miss will likely keep pressure on the stock.2026-05-18 · bearish_continuation · conv 0.75 — The outlook remains bearish as the narrative of HBM demand uncertainty continues to weigh on sentiment. Expect further price pressure in the coming months unless significant positive developments emerge.2026-05-19 · bearish_continuation · conv 0.70 — Micron's stock is likely to continue facing downward pressure as the market's focus remains on the tightness in HBM3e/HBM4 supply and the uncertain demand for high-bandwidth memory after the recent earnings miss. The negative confirmation of price rejecting the narrative suggests2026-05-20 · inflection_pending · conv 0.70 — Micron is currently grappling with a narrative that is not being reflected in its stock price, as evidenced by its negative confirmation state and recent earnings miss. The tightness in HBM3e/HBM4 supply and uncertain ASP trajectory suggest that a potential inflection in the memo2026-05-21 · bearish_continuation · conv 0.70 — Micron's current state of negative confirmation, coupled with persistent supply tightness in HBM3e/HBM4 and uncertain ASP trajectory, suggests continued downward pressure. The recent earnings miss and lagging consumer/PC DRAM demand are likely to prolong the negative outlook, as 2026-05-24 · bearish_continuation · conv 0.70 — Micron's trajectory suggests continued downward pressure due to unresolved issues with HBM3e/HBM4 supply tightness and a lagging DRAM cycle, particularly in consumer and PC segments. The recent earnings miss has exacerbated concerns, leading to a narrative dislocation where the p2026-05-25 · mixed_rotational · conv 0.70 — Micron Technology has managed to maintain relative strength in its pricing despite a negative narrative surrounding its earnings performance. The current state of disagreement, characterized by price rejecting the negative narrative, suggests continued resilience in the face of H2026-05-26 · mixed_rotational · conv 0.70 — Micron's current state of disagreement, where the price is rejecting the negative narrative, suggests a complex near-term path. The tightness in HBM3e/HBM4 supply and ASP trajectory are critical factors to watch. Although the broader semiconductor sector lacks a dominant pattern,2026-05-28 · mixed_rotational · conv 0.60 — Micron's price continues to reject the negative narrative, driven by tight HBM3e/HBM4 supply and a positive relative return of 28% against a challenging memory cycle backdrop. The stock's resilience despite an earnings miss suggests potential short-term stabilization as investors2026-05-29 · bullish_continuation · conv 0.70 — Micron's price continues to defy the negative narrative surrounding HBM demand uncertainty, as reflected by its strong relative returns. Despite the earnings miss, the tightness in HBM3e/HBM4 supply and potential for memory cycle inflection could support further price gains over 2026-05-31 · bullish_continuation · conv 0.70 — Micron's stock is currently outperforming despite a persistent negative narrative, driven by tightness in HBM3e/HBM4 supply and a disciplined capex approach. With the price leading the narrative significantly, a continuation of this trend is likely as the market begins to recogni2026-06-01 · mixed_rotational · conv 0.60 — Micron's strong relative performance, despite a negative narrative dislocation score and recent earnings miss, suggests a complex interplay between tight HBM3e/HBM4 supply and consumer/PC DRAM lag. The stock's ability to maintain positive relative returns in the face of this narr
Each bar = one day’s forward expectation. Green = bullish, red = bearish, grey = neutral. Bar height = model conviction at parse time (not a calibrated probability).
2025-11-24FIRST
bearish cont.0.75
The next 1-2 months are likely to see continued pressure on MU shares as concerns over HBM demand persist, coupled with negative confirmation of the current narrative. Tight supply and ASP trajectories may not be enough to offset the bearish sentiment.
2026-01-02
mixed rot.0.65
The next 1-2 months may see continued volatility as the market assesses HBM demand amid mixed signals from peers and a recent earnings miss. The relative strength indicates some resilience, but uncertainty remains high.
2026-02-10
bearish cont.0.75
With the current state confirming negative sentiment, the next 1-2 months are likely to see further downside pressure as concerns over HBM demand persist. Investors should remain cautious.
2026-03-19
mixed rot.0.65
The next 1-2 months may see continued volatility as market sentiment regarding HBM demand remains uncertain, despite recent price resilience. A potential shift in narrative could arise from developments in supply dynamics and inventory levels.
2026-04-27
mixed rot.0.65
The current structural state indicates a mixed outlook, with price resilience despite narrative uncertainty around HBM demand. Continued focus on capex discipline and inventory normalization could stabilize performance in the near term.
2026-06-01TODAY
mixed rot.0.60
Micron's strong relative performance, despite a negative narrative dislocation score and recent earnings miss, suggests a complex interplay between tight HBM3e/HBM4 supply and consumer/PC DRAM lag. The stock's ability to maintain positive relative returns in the face of this narr
L3Expectation Lifecycle FieldBUILT V1

Each (actor, theme, direction-sign) is a persistent thesis tracked through typed lifecycle events: born / strengthened / weakened / contradicted / retired.

addsTurns MU's daily expectation summaries into a memory system. Theses you can follow for weeks, not snapshots that vanish overnight.
today56 theses tracked over the window; 2 active today, 1 persistent (≥3 daily versions). Lifecycle events: born 56 · strengthened 0 · weakened 0 · contradicted 0 · retired 68. Current persistent thesis: Micron stock momentum and forecasts (neutral, conviction 0.70, 4 daily versions).
Current persistent thesis
Micron stock momentum and forecasts
direction neutralconviction 0.70daily versions 4tracked 2026-05-122026-05-26
MU’s expectation theses18 theses shown · 56 total
Meta stock volatility and outlook
Micron and Super Micro stock dynamics
Micron's AI-driven growth and challenges
Micron's AI-driven growth and challenges
Insider confidence in growth stocks
MercadoLibre stock performance analysis
Dell Technologies Growth and Challenges
Corporate filings and disclosures
Earnings season and stock evaluations
Micron Technology investment outlook
Micron Technology investment outlook
Constellation Energy stock performance analysis
Earnings season insights and stock analysis
AI chip market dynamics and trends
Market highs amid geopolitical tensions
Alphabet earnings and AI investments
Micron stock momentum and forecasts
Micron stock momentum and forecasts
bornstrengthenedweakenedcontradictedretired
2025-11-24FIRST
quiet
2026-01-02
born
4 active theses
2026-02-10
retired
born
3 active theses
2026-03-19
retired
born
3 active theses
2026-04-27
1 active thesis
2026-06-01TODAY
quiet
L4Performance FieldBUILT V1

Slices expectations into regions of (theme × direction) and asks, for each, whether forward returns relative to QQQ moved in the predicted direction. 5d / 10d / 20d horizons. Walk-forward — every observation uses only information available on its date.

addsCloses the loop. Realized outcomes calibrate which regions of the field actually pay.
todaySystem-wide: 65 public regions (73 limited, 343 insufficient) across 2,377 signed observations. All-expectations baseline runs 48% at 5d / 50% at 20d — close to chance overall, with edge concentrated in specific regions. 14 public regions are flagged inverted (corpus hit ≤ 30%); the operating layer reads them as contrarian. MU appears in 11 public regions and 6 limited, including 3 inverted.
MU appears in 19 signed regions · showing top 6 by n_obs
theme · directionsample5d hit20d hitactors
Earnings season insights and stock analysis
n=46
43% (-4pp)
76% (+27pp)
15
Corporate filings and disclosures
n=25
52% (+4pp)
36% (-14pp)
14
Micron Technology investment outlook
n=24
33% (-15pp)
29% (-20pp)
4
Constellation Energy stock performance analysis
n=20
70% (+22pp)
45% (-5pp)
11
INVMarket Reactions to Tech Stock Developments
n=16
15% (-32pp)
10
Micron stock momentum and forecasts
n=16
31% (-17pp)
11
Hit rate = share of forward returns that moved in the predicted direction relative to QQQ. Delta vs the all-expectations baseline (48% at 5d, 50% at 20d). Green ≥ +10pp · red ≤ −10pp. Tiers: n ≥ 10 public, n 5–9 limited (shown with caveat), n < 5 insufficient (hit rate suppressed). INV badge: region flagged inverted (corpus hit_5d ≤ 30% on public tier); operating layer reads the contrarian direction (strike-through glyph shows the original L2 read, second glyph shows the effective direction).
FEEDBACKL4 measurements close back to upstream layersVISION

F-007 V1 measures region performance. The feedback loop itself is still V2: realized outcomes do not yet re-weight upstream conviction, source trust, or lifecycle thresholds. The current state machine uses static rules. For MU, this is where the system would learn that — for instance — its winter bullish run on AI-infrastructure narratives held, or that today’s bearish read deserves more / less weight than its conviction suggests.

L4L2
Conviction calibration
Re-weight L2 conviction by horizon, theme, and direction based on realized outcomes.
L4L1
Source / actor trust
Re-weight L1 inputs by historical predictive value of each source and actor.
L4L3
Lifecycle thresholds
Tune L3 Δconviction cutoffs and retirement-window length to match realized outcome dynamics.
Status legend
BUILTBUILT / SHADOW VALIDATEDBUILT V1SCOPED / F-007VISION
BUILT — in production today. BUILT / SHADOW VALIDATED — computed daily, not yet promoted into the state machine. BUILT V1 — first cut shipped; V2 followups on roadmap. SCOPED / F-007 — spec written, not started. VISION — load-bearing later, no spec yet.
Rendered from public/actor_trace/MU.json — a per-actor join of the L0 event corpus, L1 field instrumentation, L2 expectations history, and L3 lifecycle artifacts. Updates each evening pipeline run when build_actor_trace.py --all runs. For compute details: /methods. The same five-layer shape also powers the governance instance; on why this pattern recurs across domains, see a pattern for problems where beliefs must evolve.