L0 Event Field BUILT
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.
adds Captures every news, filing, transcript, and social post naming NFLX, point-in-time, ready for upstream clustering.
today 1,106 events naming NFLX in the 132-day window where every layer has coverage (2,445 in the full L0 corpus). Sources: NewsAPI, Finnhub news + transcripts, Reddit, X-amplification, SEC filings.
events per day naming NFLX 1,106 total · peak 75 on 01-21
Peak day sample: “S&P 500 Jumps Over 1% As Trump Withdraws EU Tariff Threat: Investor Sentiment Improves, Fear & Greed Index Remains In 'Neutral' Zone”
Coverage gap 45 of 132 days in this window had zero events for NFLX — longest gap 31 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.
L1 Narrative Field BUILT / 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.
adds Places NFLX inside a named narrative each day — and tracks when its center of mass shifts to a different one.
today Primary cluster: “amazon / amzn / mercadolibre” . Density (7d): 0.108 (momentum +0.015 , novelty 0.53 ). Cluster labels are auto-generated from the full event neighborhood — actor membership reflects shared AI-sector coverage, not exclusive company-specific coverage.
NFLX’s primary cluster over time 51 distinct clusters · 71 transitions
Colored band = primary cluster label. Line = semantic_density_7d. Cluster transitions are where the actor’s narrative center of mass shifted.
2026-01-02
Netflix's Troubling Warner Bros. Acquisition
2d in this narrative
2026-02-10
Netflix Warner Bros acquisition battle
12d in this narrative
2026-03-19
Microsoft's AI Strategy and Market Position
7d in this narrative
2026-04-27
Streaming service market dynamics
1d in this narrative
L2 Expectation Field BUILT V1
Forward views per actor, embedded into the same semantic space and attached to their nearest L1 storm.
adds Turns NFLX's narrative position into a directional thesis with conviction — a daily forward expectation.
today Latest: mixed rotational at conviction 0.60 . “Despite a strong narrative around ad-supported tier growth and AI personalization, NFLX continues to exhibit a divergence state with its price lagging the narrative. Over the next 1-2 months, the company's ability to translate its narrative momentum into price action will be crit”
NFLX’s daily expectation 130 days · direction = bar color · conviction = bar height
2025-11-24 · bearish_continuation · conv 0.70 — The current repricing suggests continued challenges in aligning narrative with price performance. Expect potential further downward pressure as growth narratives struggle to convert into positive market sentiment over the next couple of months. 2025-11-25 · bearish_continuation · conv 0.75 — The current divergence indicates that despite strong narrative support around ad-tier growth and AI advancements, price remains under pressure. Expect continued bearish sentiment in the near term. 2025-11-26 · bearish_continuation · conv 0.70 — Despite positive narratives surrounding ad-supported growth and AI integration, the current divergence indicates persistent price underperformance. The short-term outlook suggests continued challenges in translating narrative strength into price appreciation. 2025-11-28 · bearish_continuation · conv 0.70 — The near-term outlook suggests continued repricing as the market adjusts to the narrative around ad-supported growth. Despite strong narrative support, the relative performance indicates bearish sentiment may persist. 2025-12-01 · bullish_continuation · conv 0.65 — In the next 1-2 months, NFLX is expected to stabilize as ad-supported tier growth and AI enhancements gain traction, potentially leading to improved narrative alignment with pricing. However, caution remains due to recent repricing dynamics. 2025-12-02 · bearish_continuation · conv 0.65 — The next couple of months may see continued repricing pressures as the narrative of ad-supported tier growth struggles to align with recent performance metrics. Expect volatility as the market reassesses growth potential amidst competitive challenges. 2025-12-03 · bearish_continuation · conv 0.65 — The outlook for the next 1-2 months suggests continued repricing pressure as the narrative struggles to gain traction. The ongoing challenges in aligning price with positive developments may lead to further declines. 2025-12-04 · bearish_continuation · conv 0.65 — In the next 1-2 months, NFLX is likely to continue experiencing repricing pressure as the market reflects concerns over the narrative of ad-supported tier growth and AI personalization. The declining narrative score indicates weakening sentiment that could hinder upward price mov 2025-12-05 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued weakness as the market struggles to reconcile the positive narrative of ad-supported growth with the current divergence in price performance. Investors may remain cautious amid the negative sentiment reflected in the relative performance. 2025-12-08 · bearish_continuation · conv 0.80 — The next 1-2 months may see continued pressure as the market remains skeptical about NFLX's narrative on ad-supported tier growth. Divergence suggests that the current price is not reflecting the potential gains from AI personalization and live sports expansion. 2025-12-09 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued challenges as the divergence between narrative and market performance persists. While growth in ad-supported tiers and AI personalization is evident, the market is not currently reflecting these positives. 2025-12-10 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued challenges for NFLX as the narrative around ad-supported tier growth struggles to gain traction, reflected in the significant divergence and negative relative performance. Expect further price pressure as market sentiment remains cautious. 2025-12-11 · bearish_continuation · conv 0.70 — Expect continued challenges in translating positive narratives into price appreciation. The divergence state indicates a lack of investor confidence despite favorable growth prospects. 2025-12-12 · bearish_continuation · conv 0.70 — The near-term outlook remains uncertain as narrative strength is not translating into price movement, reflecting broader sector challenges. Continued divergence is likely as investor sentiment weighs heavily on growth prospects. 2025-12-15 · bearish_continuation · conv 0.70 — Given the current macro state and a declining narrative score, NFLX is likely to face continued pressure in the near term. The negative divergence observed in recent weeks suggests that despite growth initiatives, the market is not rewarding these efforts as anticipated. 2025-12-16 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is expected to continue facing challenges as the narrative around ad-supported tier growth and AI personalization struggles to translate into price appreciation. The repricing state suggests a cautious outlook as the market remains skeptical. 2025-12-17 · bullish_continuation · conv 0.75 — The confirmed state suggests a favorable outlook in the next 1-2 months, driven by strong narrative support around ad tier growth and AI enhancements. Continued price performance may reflect this positive sentiment. 2025-12-18 · mixed_rotational · conv 0.65 — NFLX is positioned in an early state with positive narrative surrounding ad-supported tier growth, yet recent price movements indicate a struggle to maintain momentum. Expect further volatility as the market assesses the impact of narrative developments. 2025-12-19 · neutral_macro · conv 0.65 — The next 1-2 months are likely to see continued repricing as the market adjusts to the narrative of ad-supported tier growth and AI advancements, though the recent positive shift in narrative dislocation suggests potential stabilization. 2025-12-22 · bearish_continuation · conv 0.70 — The near-term outlook suggests continued repricing as the market reacts to the narrative of ad-supported tier growth and AI advancements, though the recent negative relative return indicates potential headwinds. Caution is advised as the price lags behind the narrative. 2025-12-23 · neutral_macro · conv 0.65 — The next 1-2 months may see continued repricing as the narrative around ad-supported tier growth and AI personalization remains strong, though market sentiment has been cautious. Watch for potential stabilization in price as the narrative holds steady. 2025-12-24 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued pressure as the market diverges from positive narrative expectations, despite growth in the ad-supported tier. Investor sentiment remains cautious. 2025-12-26 · mixed_rotational · conv 0.65 — In the near term, NFLX is likely to experience a mixed trajectory as the repricing state reflects ongoing adjustments to its growth narrative. The emphasis on ad-supported tier growth and AI personalization may create opportunities, but recent divergence in relative performance i 2025-12-29 · inflection_pending · conv 0.65 — NFLX is currently experiencing a repricing phase with a stable narrative around ad-supported tier growth. However, the recent trajectory suggests uncertainty in momentum, which may lead to mixed performance in the near term. 2025-12-30 · inflection_pending · conv 0.65 — The near-term outlook suggests a potential stabilization as narrative pressures around ad-supported tier growth and AI advancements persist. However, the recent repricing indicates caution among investors, leading to a mixed sentiment in the short term. 2025-12-31 · bullish_continuation · conv 0.70 — With an early state and positive narrative, NFLX is positioned for potential growth driven by its ad-supported tier and AI personalization efforts. Expect a gradual positive trajectory in the coming months. 2026-01-02 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is expected to continue facing headwinds as the market reassesses its pricing in light of the ad-supported tier growth narrative. The current repricing state suggests potential for further downward pressure. 2026-01-05 · inflection_pending · conv 0.65 — As of now, NFLX is experiencing a repricing phase with a notable narrative around ad-supported tier growth. However, the declining narrative score suggests potential challenges ahead, and the market's reaction remains cautious. 2026-01-06 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to experience continued pressure as the repricing state suggests that the market is not fully aligned with the narrative of growth. The recent divergence in narrative strength and relative performance indicates potential headwinds. 2026-01-07 · bearish_continuation · conv 0.70 — With a current macro state and declining narrative strength, NFLX may struggle to regain upward momentum in the near term. The focus on ad-supported tiers and AI personalization faces headwinds as broader market narratives shift. 2026-01-08 · inflection_pending · conv 0.40 — Given the unclear state and recent divergence in narrative and relative performance, NFLX may experience volatility in the near term. A potential shift in sentiment around ad-supported growth could influence future price movements. 2026-01-09 · bearish_continuation · conv 0.70 — The ongoing repricing suggests that despite strong narrative elements around ad-supported tier growth and AI personalization, the market remains skeptical. Expect continued pressure as positive narratives fail to translate into price appreciation in the near term. 2026-01-12 · bearish_continuation · conv 0.65 — The next 1-2 months may continue to see lackluster performance as the narrative of ad-supported tier growth and AI personalization fails to translate into positive price movement. The unclear state suggests potential for further downward pressure. 2026-01-13 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pricing pressure as the narrative around ad-supported tiers and AI personalization fails to translate into price appreciation. The divergence with peers suggests a broader market skepticism. 2026-01-14 · inflection_pending · conv 0.40 — The next 1-2 months are likely to remain volatile as the narrative around ad-supported growth and AI personalization struggles to gain traction against negative sentiment. A clearer direction may emerge as competitive dynamics evolve. 2026-01-15 · inflection_pending · conv 0.40 — The upcoming months are likely to see continued volatility as the growth narrative struggles to gain traction. Given the unclear state and recent negative trajectory, caution is warranted. 2026-01-16 · mixed_rotational · conv 0.40 — The next 1-2 months may see further fluctuations as the narrative around ad-supported growth and AI personalization remains unclear. Investors should brace for potential volatility as the market digests mixed signals. 2026-01-20 · bullish_continuation · conv 0.70 — The current repricing state suggests a gradual recovery as narrative factors such as ad-supported tier growth begin to gain traction. Expect positive momentum over the next couple of months as market sentiment shifts. 2026-01-21 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued repricing as the positive narrative around ad-supported tier growth and AI personalization struggles to translate into price movement. A focus on live sports expansion could provide some support, but overall sentiment remains cautious. 2026-01-22 · bearish_continuation · conv 0.70 — In the coming months, NFLX is likely to face continued pressure as positive narratives around ad-supported growth and AI personalization struggle to translate into price appreciation. Divergence from market expectations suggests a challenging environment ahead. 2026-01-23 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued pricing pressure as the narrative surrounding ad-supported growth struggles to translate into price gains. The divergence from narrative suggests a cautious outlook. 2026-01-26 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is expected to face ongoing challenges in converting positive narrative around ad-supported growth and AI advancements into price appreciation, as indicated by a consistent repricing state and negative relative performance. The narrative strength rema 2026-01-27 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued divergence, with the positive narrative around ad-supported growth and AI personalization failing to translate into price gains. Watch for further validation or refutation of this trend. 2026-01-28 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to continue experiencing repricing pressures, as the narrative around ad-supported tier growth is not yet translating into positive relative performance. The current divergence indicates a lack of market confidence. 2026-01-29 · bearish_continuation · conv 0.70 — In the coming months, NFLX is expected to face continued challenges as positive narratives around ad-supported growth and AI personalization struggle to translate into price appreciation. The recent repricing state indicates a lack of market confidence despite favorable narrative 2026-01-30 · bearish_continuation · conv 0.70 — Given the ongoing repricing state and the persistent narrative dislocation, NFLX is likely to face continued price pressure in the near term. The strong narrative around ad-supported tiers and AI personalization has yet to translate into positive price action. 2026-02-02 · bearish_continuation · conv 0.70 — The structural picture suggests ongoing challenges for NFLX, with narrative strength not translating to price improvement. Expect price to remain under pressure as the market grapples with broader sector headwinds. 2026-02-03 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to continue facing downward pressure as the broader software sector remains challenged, with narratives of AI disruption failing to translate into price support. The continued repricing suggests a lack of confidence in the growth story amids 2026-02-04 · bearish_continuation · conv 0.70 — The structural picture suggests continued repricing pressure, with narrative strength not translating into price support. Expect further challenges as the market grapples with the broader software sector's struggles. 2026-02-05 · inflection_pending · conv 0.65 — Given the current early state and positive narrative surrounding ad-supported tier growth, NFLX may see a stabilization in price, but broader sector pressures could limit upside. Watch for signs of sustained recovery in narrative alignment. 2026-02-06 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to experience continued pricing pressure as growth narratives struggle to translate into price performance, reflecting broader sector challenges. The focus on ad-supported tiers and AI personalization may not be sufficient to overcome the pr 2026-02-09 · inflection_pending · conv 0.40 — The next 1-2 months may see continued uncertainty as positive narratives around ad-supported growth and AI personalization struggle to gain traction. Price action remains inconclusive amid a challenging broader context. 2026-02-10 · bullish_continuation · conv 0.65 — NFLX is poised for potential growth as the narrative around ad-supported tier expansion and AI personalization strengthens. The early state suggests a positive trajectory despite recent price fluctuations. 2026-02-11 · bearish_continuation · conv 0.65 — In the next one to two months, NFLX is likely to continue facing downward pressure as the repricing state persists. The growth narrative around ad-supported tiers and AI personalization may not yet translate into positive price action. 2026-02-12 · mixed_rotational · conv 0.40 — The near-term outlook reflects a divergence in market sentiment, with narrative pressures indicating growth potential from ad-supported tiers but facing skepticism reflected in relative performance. Expect volatility as the market reassesses these dynamics. 2026-02-13 · inflection_pending · conv 0.40 — The next 1-2 months may see continued volatility as the unclear state persists, with the potential for new narratives to emerge around ad-supported growth and AI personalization. Investors should monitor for clearer signals. 2026-02-17 · neutral_macro · conv 0.40 — The next 1-2 months are likely to see continued uncertainty as the market digests mixed signals from recent performance and narrative shifts in the sector. Ad-supported tier growth remains a key focus, but execution will be critical. 2026-02-18 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to face continued pressure as positive narratives around ad-supported tier growth and AI personalization fail to translate into price movement. The unclear state and negative relative performance suggest a challenging environment ahead. 2026-02-19 · inflection_pending · conv 0.40 — The next couple of months may see continued uncertainty as the narrative around ad-supported growth and AI personalization struggles against recent dislocation. Observing for signs of stabilization is key. 2026-02-20 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued pressure on price, with the narrative around ad-supported tier growth struggling to gain traction amidst negative sentiment. A clearer path may emerge if structural improvements are observed. 2026-02-23 · mixed_rotational · conv 0.40 — The current unclear state, combined with negative narrative dislocation, suggests a challenging near-term outlook for NFLX. The potential for ad-supported tier growth may not be sufficient to counteract broader sector pressures. 2026-02-24 · inflection_pending · conv 0.40 — The next 1-2 months may see continued volatility as NFLX navigates unclear growth prospects despite advancements in ad-supported tiers and AI. A potential inflection point could arise from external competitive dynamics. 2026-02-25 · inflection_pending · conv 0.65 — In the next one to two months, NFLX may experience volatility as it navigates the impact of its ad-supported tier growth and AI initiatives, with current price-led dynamics suggesting a cautious outlook. 2026-02-26 · bearish_continuation · conv 0.70 — As of now, NFLX is facing significant price-led pressure with a negative narrative dislocation score. The growth narratives around ad-supported tiers and AI personalization may not be translating into immediate market confidence, suggesting further price challenges in the coming 2026-02-27 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued challenges as the narrative pressure intensifies, potentially leading to further price corrections. Investors should remain cautious as the current state indicates a significant disconnect between price and narrative. 2026-03-02 · bearish_continuation · conv 0.65 — The structural picture indicates ongoing price-led pressure with a negative narrative dislocation score. Expect continued challenges in the near term despite potential growth from ad-supported tiers. 2026-03-03 · bearish_continuation · conv 0.70 — The structural state shows continued price-led pressure despite positive narratives around ad-supported tier growth and AI personalization. A bearish continuation is expected as the narrative struggles to translate into price uplift. 2026-03-04 · bearish_continuation · conv 0.70 — The narrative around ad-supported growth remains under pressure, with price action lagging behind positive expectations. Expect continued volatility as the market reassesses its stance over the next couple of months. 2026-03-05 · bearish_continuation · conv 0.70 — As of March 5, 2026, NFLX continues to experience a significant dislocation between its narrative and price movement, suggesting ongoing bearish pressure. The trajectory indicates a persistent struggle to regain positive momentum, with the narrative failing to translate into pric 2026-03-06 · bearish_continuation · conv 0.70 — The structural picture suggests continued downward pressure on price, despite positive narrative elements around ad-supported tier growth and AI. Expecting a challenging environment in the near term as the market reacts to dislocation. 2026-03-09 · inflection_pending · conv 0.40 — The next 1-2 months may see indecisiveness as the ad-supported tier growth narrative struggles against recent price-led dislocations. Market sentiment is mixed, suggesting potential volatility. 2026-03-10 · inflection_pending · conv 0.40 — The next 1-2 months may see continued uncertainty as narrative and price dynamics remain unclear. The potential for growth through ad-supported tiers and AI features exists, but recent performance shows a lack of follow-through. 2026-03-11 · inflection_pending · conv 0.40 — The next 1-2 months may see volatility as the unclear state persists, with potential for shifts driven by ad-supported tier growth and AI initiatives. Watch for indicators of narrative confirmation or divergence. 2026-03-12 · mixed_rotational · conv 0.40 — With an unclear state and negative narrative dislocation, NFLX may continue to face challenges in the short term. The performance of the ad-supported tier and AI personalization will be crucial for future growth. 2026-03-13 · inflection_pending · conv 0.40 — The next 1-2 months may see continued volatility as the narrative around ad-supported tier growth and AI personalization struggles to gain traction against recent price pressure. Market sentiment remains mixed, suggesting caution in the near term. 2026-03-16 · inflection_pending · conv 0.45 — The next 1-2 months may see continued volatility as the unclear state suggests indecision in market sentiment. The impact of ad-supported growth initiatives remains uncertain amid mixed performance. 2026-03-17 · inflection_pending · conv 0.40 — NFLX's trajectory remains unclear, with recent pricing patterns indicating volatility. The potential for ad-supported tier growth and AI personalization may not yet translate into market confidence. 2026-03-18 · inflection_pending · conv 0.40 — The next 1-2 months may see continued volatility as the narrative around ad-supported growth and AI personalization remains unclear. A cautious approach is advised while monitoring for clearer signals. 2026-03-19 · inflection_pending · conv 0.40 — The next 1-2 months may see continued uncertainty as the narrative around ad-supported growth and AI personalization struggles to gain traction. Market pressures could lead to volatile movements based on broader sector performance. 2026-03-20 · inflection_pending · conv 0.40 — The next 1-2 months may see continued volatility as the narrative around ad-supported growth and AI personalization struggles to gain traction against recent price pressure. Investors should remain cautious as clarity is lacking. 2026-03-23 · inflection_pending · conv 0.40 — The 1-2 month outlook is uncertain as recent narratives have shown limited follow-through, despite potential growth from ad-supported tiers. Watch for signs of stabilization or further dislocation in the narrative. 2026-03-24 · inflection_pending · conv 0.40 — The next 1-2 months may see continued uncertainty as the narrative around ad-supported growth and AI personalization struggles to gain traction. Market reactions may remain volatile. 2026-03-25 · mixed_rotational · conv 0.40 — The structural picture shows uncertainty with narrative strength failing to translate into positive price movement. Expect choppy performance as market sentiment remains cautious. 2026-03-26 · bearish_continuation · conv 0.70 — The near-term outlook suggests continued price pressure as the narrative around ad-supported growth fails to translate into price momentum. With a negative narrative dislocation score and a recent history of price-led divergence, further downward adjustment is likely. 2026-03-27 · bearish_continuation · conv 0.70 — The structural picture indicates continued price pressure despite positive narratives around ad-supported tier growth and AI advancements. Expect further divergence as market sentiment remains cautious. 2026-03-30 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued challenges for NFLX as price remains ahead of narrative, with structural dislocation evident. Growth narratives around ad-supported tiers and AI personalization are not translating into price movement. 2026-03-31 · inflection_pending · conv 0.65 — In the next 1-2 months, NFLX may experience volatility as the price-LED state suggests potential for a correction or stabilization, but the negative narrative dislocation score indicates underlying challenges that could impact growth prospects. 2026-04-01 · inflection_pending · conv 0.65 — NFLX's price-led state indicates a potential inflection point, with narrative pressures from ad-supported tier growth and AI personalization. However, persistent negative narrative dislocation suggests caution in the coming months. 2026-04-02 · inflection_pending · conv 0.65 — With the current narrative pressure and a negative dislocation score, NFLX appears to be at a critical juncture. The recent price-led state suggests potential for volatility in the near term as the market assesses the impact of ad-supported tier growth and AI advancements. 2026-04-06 · inflection_pending · conv 0.40 — The next 1-2 months may see volatility as the narrative around ad-supported tier growth and AI personalization remains unclear, with recent price-led movements lacking follow-through. Market sentiment is cautious as the trajectory shows mixed signals. 2026-04-07 · inflection_pending · conv 0.40 — The next 1-2 months may see continued uncertainty as narrative pressure remains mixed amid unclear state signals. Growth in ad-supported tiers and AI features could stabilize performance but face headwinds from recent volatility. 2026-04-08 · inflection_pending · conv 0.40 — The next 1-2 months may see continued uncertainty as NFLX navigates sector pressures, despite positive narratives around ad-supported growth and AI. A potential inflection could occur if performance stabilizes. 2026-04-09 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to experience continued price pressure as the narrative around ad-supported growth struggles to translate into market performance. The broader software sector's challenges further complicate its outlook. 2026-04-10 · mixed_rotational · conv 0.40 — The current structural picture suggests a challenging environment for NFLX, with unclear momentum despite positive narratives around ad-supported growth and AI personalization. Expect volatility as the market assesses its capacity to leverage these narratives. 2026-04-13 · inflection_pending · conv 0.40 — The near-term outlook appears uncertain as NFLX contends with significant narrative dislocation and mixed performance relative to peers. Growth from the ad-supported tier and AI initiatives may struggle against broader sector pressures. 2026-04-14 · inflection_pending · conv 0.45 — The next 1-2 months may see continued uncertainty as NFLX navigates a challenging software landscape, impacted by broader sector pressures. Potential growth from ad-supported tiers and AI initiatives could provide some support, but the unclear state warrants caution. 2026-04-15 · mixed_rotational · conv 0.65 — In the next 1-2 months, NFLX is expected to experience volatility as it navigates price-led pressure against a backdrop of mixed narratives around ad-supported growth and AI initiatives. The narrative dislocation score suggests potential for both upward and downward movements. 2026-04-16 · bullish_continuation · conv 0.75 — With a strong narrative score and a shift to repricing, NFLX is poised for growth in the next 1-2 months, supported by its ad-supported tier and AI initiatives. The recent positive trajectory suggests a favorable market response. 2026-04-17 · inflection_pending · conv 0.65 — As of now, NFLX is experiencing a divergence in narrative and pricing, suggesting potential volatility ahead. The recent growth in ad-supported tiers and AI personalization may be underappreciated, indicating a possible inflection point. 2026-04-20 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued bearish pressure as the narrative of ad-supported tier growth struggles against a backdrop of negative relative performance. Divergence signals potential challenges ahead. 2026-04-21 · bearish_continuation · conv 0.70 — The next 1-2 months may continue to see price weakness despite a favorable narrative around ad-supported tier growth and AI advancements, as structural divergence persists. Market sentiment appears skeptical of sustained recovery. 2026-04-22 · bearish_continuation · conv 0.75 — In the next 1-2 months, NFLX is likely to continue facing challenges as positive narratives around ad-supported growth and AI personalization fail to translate into price appreciation. The divergence trend suggests sustained pressure on relative performance. 2026-04-23 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on NFLX, as the positive narrative around ad-supported growth and AI personalization fails to translate into meaningful price appreciation amidst a divergence trend. 2026-04-24 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to continue facing downward pressure as the divergence between narrative and price persists, despite positive developments in ad-supported offerings and AI personalization. 2026-04-27 · bearish_continuation · conv 0.70 — Despite strong narrative support around ad-tier growth and AI advancements, NFLX continues to underperform relative to expectations. Price pressure is likely to persist in the near term as market sentiment remains cautious. 2026-04-28 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued pressure on price despite positive narrative momentum surrounding ad-supported tier growth and AI personalization. The current repricing state suggests that while narratives are strong, they are not translating into price gains. 2026-04-29 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued repricing pressure as narrative support fails to translate into price gains. The divergence trend suggests a challenging environment for growth in the sector. 2026-04-30 · bullish_continuation · conv 0.70 — The next 1-2 months are likely to see continued upward pressure as the narrative around ad-supported tiers and AI personalization gains traction. Despite recent price lag, the strong narrative dynamics suggest potential for recovery. 2026-05-01 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to continue facing downward pressure as the current repricing state suggests the market is not fully aligning with the positive narratives around ad-supported growth and AI enhancements. The divergence with peers further reinforces this caut 2026-05-04 · bearish_continuation · conv 0.70 — In the next 1-2 months, expect NFLX to continue facing pricing pressures despite positive narrative elements around ad-supported growth and AI expansion. The current repricing state indicates a struggle to align market sentiment with narrative strength. 2026-05-05 · bearish_continuation · conv 0.70 — Despite strong narrative support from ad-tier growth and AI advancements, price remains under pressure, indicating continued divergence. Expect further challenges in achieving price alignment with narrative in the near term. 2026-05-06 · bearish_continuation · conv 0.75 — With a narrative divergence and consistent negative price pressure, NFLX is likely to face continued challenges in translating its growth stories into positive price movement over the next couple of months. 2026-05-07 · bearish_continuation · conv 0.70 — The structural divergence indicates continued challenges for NFLX, with narrative strength not translating to price improvement. Expect persistent downside pressure over the next 1-2 months as market sentiment remains cautious. 2026-05-08 · bearish_continuation · conv 0.75 — With a strong narrative surrounding ad-supported growth and AI personalization, NFLX continues to face significant price pressure, indicating that the market remains skeptical. The divergence between positive narrative and negative price movement suggests further challenges ahead 2026-05-11 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on NFLX as the narrative around its ad-supported tier growth fails to translate into positive price movement. The divergence between strong narrative and weak price performance indicates ongoing challenges. 2026-05-12 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to continue facing downward pressure as the narrative around ad-supported tier growth and AI personalization struggles to translate into positive price movement. Recent repricing indicates persistent divergence from the narrative. 2026-05-13 · bearish_continuation · conv 0.70 — In the next 1-2 months, NFLX is likely to continue facing downward pressure as positive narratives around ad-supported growth and AI personalization fail to translate into price appreciation, reflecting a broader divergence in market sentiment. 2026-05-14 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued price pressure despite strong narratives around ad-supported growth and AI personalization, as the broader software sector struggles with investor sentiment. Divergence remains a key concern. 2026-05-15 · inflection_pending · conv 0.70 — In the next 1-2 months, NFLX may experience a stabilization as the narrative around ad-supported tier growth and AI personalization attempts to gain traction. However, the ongoing divergence indicates potential challenges in translating this narrative into price appreciation. 2026-05-18 · bullish_continuation · conv 0.75 — With a confirmed state and positive narrative, NFLX is likely to maintain upward momentum in the next 1-2 months as growth from ad-supported tiers and AI personalization gains traction. 2026-05-19 · bullish_continuation · conv 0.70 — NFLX has moved into a price-ahead-of-story state, indicating that recent gains are driven more by technical momentum than by fundamental narrative strength. The ad-supported tier and AI personalization initiatives have not yet fully translated into narrative gains, but price perf 2026-05-20 · bullish_continuation · conv 0.70 — Netflix's price is currently leading its narrative, attributed to the growth in its ad-supported tier and AI personalization initiatives. The recent shift to a price-led state suggests that investors are optimistic about these expansions, despite the narrative not fully catching 2026-05-21 · inflection_pending · conv 0.70 — Netflix's narrative strength, driven by its ad-supported tier and AI personalization, is yet to translate into significant price gains. The recent repricing state indicates a potential catch-up if these elements continue to show tangible subscriber growth. The narrative's positiv 2026-05-24 · bullish_continuation · conv 0.70 — Netflix's recent efforts to expand its ad-supported tier and incorporate AI personalization are starting to reflect positively in its stock price. The current 'early' state suggests a bullish trajectory as the narrative begins to catch up with price movements. This momentum is li 2026-05-25 · bullish_continuation · conv 0.70 — Netflix is currently in a repricing state, with its narrative around ad-supported tier growth and AI personalization leading the price. This suggests potential for price appreciation as the market begins to recognize the value of these initiatives. The positive NDS indicates that 2026-05-26 · bullish_continuation · conv 0.70 — Netflix's repricing state suggests the market is beginning to catch up with its strong narrative, driven by the growth of its ad-supported tier and AI personalization efforts. As the narrative remains robust with an NDS of +42.0, further price appreciation is likely in the coming 2026-05-28 · bearish_continuation · conv 0.70 — Despite NFLX's efforts to expand its ad-supported tier and leverage AI personalization, the market remains unconvinced, as evidenced by its persistent divergence state and negative relative returns. The narrative dislocation score of +33.2 indicates that the narrative is still st 2026-05-29 · bullish_continuation · conv 0.70 — Netflix's focus on ad-supported tier growth and AI personalization is gaining traction, as evidenced by a strong narrative dislocation score of +36.0. Despite recent underperformance relative to the broader market, the narrative continues to lead, indicating potential for price a 2026-05-31 · bullish_continuation · conv 0.70 — Despite the narrative strength surrounding Netflix's ad-supported tier growth and AI-driven personalization, the stock price has been lagging, as indicated by the persistent divergence state. This suggests a mispricing that could correct as these initiatives begin to show tangibl 2026-06-01 · mixed_rotational · conv 0.60 — Despite a strong narrative around ad-supported tier growth and AI personalization, NFLX continues to exhibit a divergence state with its price lagging the narrative. Over the next 1-2 months, the company's ability to translate its narrative momentum into price action will be crit Each bar = one day’s forward expectation. Green = bullish, red = bearish, grey = neutral. Bar height = model conviction at parse time (not a calibrated probability).
2025-11-24 FIRST
bearish cont. 0.70
“The current repricing suggests continued challenges in aligning narrative with price performance. Expect potential further downward pressure as growth narratives struggle to convert into positive market sentiment over the next couple of months.”
2026-01-02
bearish cont. 0.70
“In the next 1-2 months, NFLX is expected to continue facing headwinds as the market reassesses its pricing in light of the ad-supported tier growth narrative. The current repricing state suggests potential for further downward pressure.”
2026-02-10
bullish cont. 0.65
“NFLX is poised for potential growth as the narrative around ad-supported tier expansion and AI personalization strengthens. The early state suggests a positive trajectory despite recent price fluctuations.”
2026-03-19
inflect. pending 0.40
“The next 1-2 months may see continued uncertainty as the narrative around ad-supported growth and AI personalization struggles to gain traction. Market pressures could lead to volatile movements based on broader sector performance.”
2026-04-27
bearish cont. 0.70
“Despite strong narrative support around ad-tier growth and AI advancements, NFLX continues to underperform relative to expectations. Price pressure is likely to persist in the near term as market sentiment remains cautious.”
2026-06-01 TODAY
mixed rot. 0.60
“Despite a strong narrative around ad-supported tier growth and AI personalization, NFLX continues to exhibit a divergence state with its price lagging the narrative. Over the next 1-2 months, the company's ability to translate its narrative momentum into price action will be crit”
L3 Expectation Lifecycle Field BUILT V1
Each (actor, theme, direction-sign) is a persistent thesis tracked through typed lifecycle events: born / strengthened / weakened / contradicted / retired.
adds Turns NFLX's daily expectation summaries into a memory system. Theses you can follow for weeks, not snapshots that vanish overnight.
today 70 theses tracked over the window; 3 active today, 0 persistent (≥3 daily versions). Lifecycle events: born 70 · strengthened 1 · weakened 1 · contradicted 3 · retired 75.
NFLX’s expectation theses 22 theses shown · 70 total
↓ Paramount's aggressive bid for Warner Bros
↓ Insider confidence in growth stocks
─ AI-driven growth and stock performance
─ Netflix's Market Dynamics and Strategy
─ Tech giants navigate AI and regulation
↓ Netflix Warner Bros acquisition battle
─ AI investment strategies and market outlook
↑ Netflix Warner Bros acquisition battle
─ Corporate filings and disclosures
↓ Corporate Restructuring and Market Dynamics
─ Corporate Restructuring and Market Dynamics
↓ Corporate filings and disclosures
─ Microsoft's AI Strategy and Market Position
─ Constellation Energy stock performance analysis
─ Earnings season insights and stock analysis
─ Earnings season pressures software valuations
↓ Earnings season insights and stock analysis
↑ Market highs amid geopolitical tensions
↓ Market highs amid geopolitical tensions
↓ Streaming Industry Challenges and Changes
↓ Netflix performance and leadership changes
↑ Market Reactions to Tech Stock Developments
● born▲ strengthened▼ weakened✕ contradicted○ retired
2026-01-02
2 active theses
2026-02-10
3 active theses
2026-03-19
3 active theses
2026-04-27
2 active theses
L4 Performance Field BUILT 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.
adds Closes the loop. Realized outcomes calibrate which regions of the field actually pay.
today System-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. NFLX appears in 17 public regions and 6 limited, including 1 inverted.
NFLX appears in 43 signed regions · showing top 6 by n_obs
theme · direction sample 5d hit 20d hit actors
↓ Nvidia's AI Market Challenges and Opportunities
n=61
51% (+3pp)
43% (-7pp)
19
↓ Arista Networks growth and valuation analysis
n=48
54% (+6pp)
63% (+13pp)
16
↓ AI stock market dynamics and trends
n=47
32% (-16pp)
35% (-14pp)
15
↓ Earnings season insights and stock analysis
n=46
43% (-4pp)
76% (+27pp)
15
↓ Tech giants navigate AI and regulation
n=40
65% (+17pp)
53% (+3pp)
15
↓ AI-driven growth and stock performance
n=39
56% (+9pp)
54% (+4pp)
16
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).