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 NBIS, point-in-time, ready for upstream clustering.
today 511 events naming NBIS in the 131-day window where every layer has coverage (959 in the full L0 corpus). Sources: NewsAPI, Finnhub news + transcripts, Reddit, X-amplification, SEC filings.
events per day naming NBIS 511 total · peak 39 on 05-13
Peak day sample: “Nebius Posts 684% Revenue Surge as AI Data Center Demand Accelerates”
Minor gaps 13 of 131 days in this window had zero events for NBIS — longest gap 3 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 NBIS inside a named narrative each day — and tracks when its center of mass shifts to a different one.
today Primary cluster: “openai / musk / elon” . Density (7d): 0.246 (momentum +0.051 , novelty 0.27 ). Cluster labels are auto-generated from the full event neighborhood — actor membership reflects shared AI-sector coverage, not exclusive company-specific coverage.
NBIS’s primary cluster over time 112 distinct clusters · 116 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
AI investment strategies for 2026
2d in this narrative
2026-02-10
Tech Innovations in AI and Cloud
2d in this narrative
2026-03-19
Microsoft's AI Strategy and Market Position
14d in this narrative
2026-04-27
Alphabet's growth and investment potential
2d 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 NBIS's narrative position into a directional thesis with conviction — a daily forward expectation.
today Latest: inflection pending at conviction 0.60 . “NBIS is experiencing narrative dislocation with the price currently leading the narrative, as indicated by the recent negative NDS of -5.7. The European AI cloud buildout, while promising, has yet to translate into sustained price momentum. The actor's recent trajectory from dive”
NBIS’s daily expectation 129 days · direction = bar color · conviction = bar height
2025-11-25 · bearish_continuation · conv 0.65 — The current repricing state suggests ongoing challenges in aligning the narrative with price action, particularly as the sector experiences broader divergence. Expect further volatility in the near term as the market adjusts. 2025-11-26 · bearish_continuation · conv 0.65 — Given the current state of repricing and the price lagging behind the strong narrative, NBIS is likely to continue facing downward pressure in the near term. The divergence seen in the sector suggests that external factors may further hinder recovery. 2025-11-28 · inflection_pending · conv 0.65 — The actor is positioned in an early state with a declining narrative dislocation score, suggesting potential challenges ahead. However, the relative return indicates some positive momentum that may help stabilize the price in the near term. 2025-12-01 · bullish_continuation · conv 0.70 — With a confirmed state and a positive relative return, NBIS is positioned to benefit from the ongoing European AI cloud buildout. Expect continued upward momentum in the near term. 2025-12-02 · bullish_continuation · conv 0.70 — Given the early state with a positive narrative and strong relative performance, NBIS is positioned for potential growth in the coming months as the European AI cloud buildout gains traction. 2025-12-03 · bullish_continuation · conv 0.75 — With a confirmed state and a positive relative return, NBIS appears well-positioned to capitalize on the European AI cloud buildout. The narrative remains strong, suggesting continued momentum in the coming months. 2025-12-04 · bullish_continuation · conv 0.75 — With a confirmed narrative and a favorable relative return, NBIS is positioned for continued growth. The positive trajectory suggests potential for further gains in the near term. 2025-12-05 · bullish_continuation · conv 0.70 — As of now, NBIS is positioned in an early state with a strong narrative around the European AI cloud buildout, suggesting potential for continued upward momentum in the coming months. The recent trajectory indicates a positive shift in narrative strength and relative performance. 2025-12-08 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued repricing as the narrative around European AI cloud buildout is not fully reflected in the stock price. A cautious approach is warranted as relative performance lags. 2025-12-09 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued repricing pressure as the narrative around European AI cloud buildout struggles to gain traction relative to price movements. Caution is warranted as the momentum appears to be waning. 2025-12-10 · mixed_rotational · conv 0.65 — The divergence in NBIS's current state suggests that while there is a robust narrative around European AI cloud buildout, the price action is not aligning positively. Expect potential fluctuations as the market digests the narrative versus price performance. 2025-12-11 · bearish_continuation · conv 0.70 — The outlook for NBIS remains challenging as the narrative surrounding the European AI cloud buildout fails to translate into price movement. Continued divergence suggests a bearish continuation in the near term. 2025-12-12 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued divergence as the strong narrative around European AI cloud buildout fails to translate into price movement. The persistent negative relative return suggests a challenging environment ahead. 2025-12-15 · bearish_continuation · conv 0.75 — With a significant narrative divergence and a negative relative return, NBIS is likely to continue facing challenges in the short term. The ongoing European AI cloud buildout narrative is not translating into price appreciation, indicating persistent investor skepticism. 2025-12-16 · bearish_continuation · conv 0.70 — The structural divergence suggests continued challenges for NBIS despite a favorable narrative around European AI cloud buildout. Price may remain under pressure in the near term as the narrative fails to translate into positive movement. 2025-12-17 · bearish_continuation · conv 0.70 — NBIS is likely to remain under pressure in the near term as the positive narrative surrounding European AI cloud buildout fails to translate into price appreciation, aligning with the broader trend of divergence in the sector. 2025-12-18 · bearish_continuation · conv 0.70 — Given the persistent divergence and negative relative performance, NBIS is likely to struggle in the near term despite the positive narrative surrounding the European AI cloud buildout. Continued pressure from peers suggests a bearish outlook. 2025-12-19 · bullish_continuation · conv 0.70 — The structural shift to repricing suggests positive momentum for NBIS in the short term, aligned with the ongoing European AI cloud buildout narrative. Expect continued improvement over the next couple of months as the narrative strengthens. 2025-12-22 · bullish_continuation · conv 0.75 — With a confirmed state and a positive relative return, NBIS shows potential for continued bullish momentum as the European AI cloud market expands. The narrative strength supports ongoing interest despite recent dislocations. 2025-12-23 · bullish_continuation · conv 0.75 — NBIS is likely to maintain its upward trend as it confirms the narrative of European AI cloud buildout. With a strong relative performance and stable narrative, the next couple of months should see continued interest and price support. 2025-12-24 · bullish_continuation · conv 0.75 — With a confirmed narrative and a positive relative return, NBIS appears poised for continued upward movement in the near term. The narrative surrounding the European AI cloud buildout supports this trajectory. 2025-12-26 · inflection_pending · conv 0.65 — As of now, NBIS is in an early state with a declining narrative score and a significant negative narrative dislocation score, suggesting potential volatility ahead. The recent relative performance indicates some resilience, but uncertainty remains high. 2025-12-29 · inflection_pending · conv 0.65 — The near-term trajectory suggests a potential stabilization as pricing adjusts in response to the narrative surrounding European AI cloud development. However, continued volatility may persist due to the current repricing state. 2025-12-30 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued struggles for NBIS as the divergence between narrative and price persists, indicating a lack of market confidence. Expect limited upward momentum unless significant positive developments occur. 2025-12-31 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued challenges for NBIS as it remains in a divergence state, suggesting persistent market skepticism. The negative relative return indicates that momentum may not shift positively without a significant narrative change. 2026-01-02 · inflection_pending · conv 0.65 — The actor is currently in a repricing state with a neutral narrative score, indicating potential stabilization. However, the trajectory shows divergence, suggesting caution in the near term as the market assesses the narrative impact. 2026-01-05 · inflection_pending · conv 0.65 — With the current early state and a negative narrative dislocation score, NBIS may face challenges in gaining momentum. However, the recent trajectory indicates potential for recovery as the narrative around European AI cloud buildout continues to develop. 2026-01-06 · inflection_pending · conv 0.65 — The next 1-2 months may see NBIS grappling with early-stage hurdles, but potential improvements in narrative and relative performance could signal a shift. Monitoring for signs of stabilization will be crucial. 2026-01-07 · bearish_continuation · conv 0.65 — The current structural state indicates continued challenges, with a negative narrative dislocation score and early state classification suggesting potential price pressure ahead. The trajectory shows a consistent divergence from the narrative, indicating a lack of market confiden 2026-01-08 · bearish_continuation · conv 0.65 — NBIS is currently experiencing early-stage performance with a negative narrative dislocation score, indicating potential continued challenges. Expect some volatility as market sentiment adjusts. 2026-01-09 · bearish_continuation · conv 0.65 — The structural picture suggests a continued divergence with narrative strength not translating into price performance. Expect further consolidation or downward pressure in the near term as the market grapples with the broader narrative challenges. 2026-01-12 · inflection_pending · conv 0.65 — The early state with a narrative divergence suggests potential for stabilization, but ongoing challenges in price response may limit upward momentum in the short term. Expect fluctuations as market sentiment adjusts. 2026-01-13 · bearish_continuation · conv 0.65 — With a narrative around European AI cloud buildout, NBIS remains in an early state where price is starting to follow. However, the negative narrative dislocation score suggests continued challenges ahead. 2026-01-14 · bearish_continuation · conv 0.70 — The near-term outlook suggests continued pressure as the narrative weakens and divergence persists. A cautious approach is warranted given the early state and declining narrative strength. 2026-01-15 · inflection_pending · conv 0.65 — The structural indicators suggest a cautious path ahead, with potential for stabilization if narrative improves. However, continued divergence in price may signal underlying challenges that need addressing. 2026-01-16 · inflection_pending · conv 0.65 — The near-term outlook suggests a potential stabilization as the narrative around European AI cloud buildout remains relevant. However, recent divergence and negative narrative dislocation score indicate that caution is warranted. 2026-01-20 · inflection_pending · conv 0.65 — As of now, NBIS is experiencing a repricing phase with a slightly positive narrative development score. However, the relative performance remains negative, suggesting potential volatility ahead. A cautious approach is warranted as the actor aligns with the broader narrative of Eu 2026-01-21 · bearish_continuation · conv 0.65 — NBIS is experiencing a repricing phase as the narrative surrounding European AI cloud buildout is not translating into positive price movements. Given the current trends, further downside may be expected in the near term. 2026-01-22 · bearish_continuation · conv 0.70 — The structural divergence indicates a continued disconnect between narrative strength and price action, suggesting limited upside in the near term. A cautious outlook prevails as the market remains skeptical of the AI infrastructure narrative. 2026-01-23 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued divergence as the positive narrative around the European AI cloud buildout fails to translate into price movement. The substantial negative relative performance reinforces this outlook. 2026-01-26 · bearish_continuation · conv 0.75 — The next 1-2 months may see continued divergence as the positive narrative around European AI cloud buildout fails to translate into price appreciation. The persistent negative relative performance suggests further challenges ahead. 2026-01-27 · bearish_continuation · conv 0.70 — Despite a strong narrative around the European AI cloud buildout, NBIS remains in a divergence state with prices failing to respond positively. The trajectory suggests continued pressure on relative performance over the next couple of months. 2026-01-28 · bullish_continuation · conv 0.65 — The 1-2 month outlook suggests potential recovery as the narrative around European AI cloud buildout gains traction. Continued repricing could support upward momentum. 2026-01-29 · bearish_continuation · conv 0.65 — Given the current repricing state and a lagging price relative to the positive narrative around European AI cloud buildout, NBIS may continue to face downward pressure in the near term. The divergence with peers suggests a challenging environment for price recovery. 2026-01-30 · bearish_continuation · conv 0.75 — Given the ongoing divergence and negative relative return, NBIS is likely to face continued pressure in the near term. The positive narrative around European AI cloud buildout is not translating into price support, suggesting a challenging environment ahead. 2026-02-02 · bearish_continuation · conv 0.65 — The current repricing state indicates continued pressure on NBIS, with price lagging behind the narrative of European AI cloud buildout. Expect further challenges in the near term as the broader software cohort faces headwinds. 2026-02-03 · bearish_continuation · conv 0.65 — The current divergence state suggests continued price pressure despite a stable narrative around European AI cloud development. Expect further challenges in the next month as the market reflects broader concerns in the AI infrastructure sector. 2026-02-04 · bearish_continuation · conv 0.70 — With a narrative divergence and significant negative relative performance, NBIS is likely to continue facing downward pressure in the near term. The prevailing sentiment in the AI infrastructure sector suggests challenges ahead as the narrative around European AI cloud buildout f 2026-02-05 · bearish_continuation · conv 0.70 — The near-term outlook suggests continued price pressure despite a positive narrative, indicating that momentum may remain weak. Given the divergence and negative relative performance, a cautious stance is warranted. 2026-02-06 · inflection_pending · conv 0.65 — As NBIS is in the early state with a positive narrative, we may see gradual price alignment with the narrative in the coming months. However, the overall sector pressure could limit immediate gains. 2026-02-09 · mixed_rotational · conv 0.65 — The structural picture indicates that while there is a positive narrative around European AI cloud buildout, the price has struggled to align with this narrative, leading to a mixed outlook. Expect potential fluctuations as the market assesses the narrative's impact on price. 2026-02-10 · inflection_pending · conv 0.65 — As of now, NBIS is in an early state with a declining narrative dislocation score, suggesting potential challenges in maintaining upward momentum. However, the recent relative performance indicates some resilience, warranting close observation for signs of a turnaround. 2026-02-11 · inflection_pending · conv 0.65 — As of now, NBIS is in an early state with a declining narrative dislocation score. The trajectory suggests potential for stabilization, but further clarity on narrative development is needed. 2026-02-12 · bullish_continuation · conv 0.75 — With a confirmed state and a strong narrative around European AI cloud buildout, NBIS is poised for continued upward momentum. Despite a negative narrative dislocation score, the relative performance suggests resilience and potential for growth. 2026-02-13 · bullish_continuation · conv 0.75 — The current structural state is confirmed with a strong narrative backing, suggesting continued upward momentum in the next couple of months. The price is maintaining a positive relative return, indicating investor confidence. 2026-02-17 · bullish_continuation · conv 0.80 — With a confirmed state and positive narrative momentum, NBIS is positioned for continued growth over the next couple of months. The relative performance indicates strong investor interest in the European AI cloud sector. 2026-02-18 · bullish_continuation · conv 0.70 — With a confirmed narrative supporting price action, NBIS is poised for continued bullish momentum in the short term. The recent positive trajectory suggests that market sentiment may strengthen further. 2026-02-19 · mixed_rotational · conv 0.65 — Expect volatility in the near term as the narrative stabilizes around the European AI cloud buildout. The confirmed state indicates potential for further upward movement, but the negative narrative dislocation score suggests caution is warranted. 2026-02-20 · inflection_pending · conv 0.65 — The recent trajectory indicates potential volatility as the narrative stabilizes following a confirmed state. Expect fluctuations as the market assesses the impact of the European AI cloud buildout. 2026-02-23 · inflection_pending · conv 0.65 — As of now, NBIS is showing early signs of price following its narrative amidst broader sector challenges. With positive NDS and relative performance, there is potential for upward movement, but caution is warranted due to the prevailing narrative pressures in the AI infrastructur 2026-02-24 · mixed_rotational · conv 0.65 — In the next 1-2 months, NBIS is likely to stabilize as it aligns more closely with the narrative surrounding the European AI cloud buildout. However, the mixed signals from the trajectory suggest potential volatility ahead. 2026-02-25 · bullish_continuation · conv 0.70 — The structural picture suggests a potential for continued growth in the coming months, driven by the narrative surrounding European AI cloud buildout. Current trends indicate a modest upward trajectory in price. 2026-02-26 · inflection_pending · conv 0.65 — The next 1-2 months may see continued volatility as the actor transitions from repricing, with potential for upward momentum if the narrative aligns with market sentiment. A cautious approach is advised as the actor's trajectory remains uncertain. 2026-02-27 · inflection_pending · conv 0.65 — The current divergence signals uncertainty in how the market perceives the narrative of European AI cloud buildout. A cautious approach is warranted as the narrative pressure stabilizes and market sentiment may begin to align with the story. 2026-03-02 · inflection_pending · conv 0.40 — The current divergence in narrative and relative performance indicates potential volatility in the near term. The structural picture suggests a cautious approach as market sentiment may shift based on external developments. 2026-03-03 · bearish_continuation · conv 0.70 — The structural divergence indicates a sustained disconnect between narrative and price movement, suggesting that near-term momentum may remain negative. The ongoing European AI cloud buildout narrative has yet to translate into price gains for NBIS. 2026-03-04 · bearish_continuation · conv 0.70 — The 1-2 month outlook suggests continued divergence, with the positive narrative around European AI cloud buildout not translating into price gains. Expect further challenges in gaining traction as peers show mixed results. 2026-03-05 · bearish_continuation · conv 0.70 — The structural divergence indicates continued narrative dislocation, suggesting that despite the positive narrative around European AI cloud buildout, price may remain under pressure in the near term. Expect a sustained bearish trend as the market fails to react positively to the 2026-03-06 · bullish_continuation · conv 0.65 — The current repricing state suggests a possible stabilization in price, with the narrative of European AI cloud buildout remaining relevant. Expect gradual improvement over the next couple of months as market sentiment shifts. 2026-03-09 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued pressure on NBIS as it navigates a challenging macro environment. The negative narrative dislocation suggests potential for further declines in performance relative to benchmarks. 2026-03-10 · mixed_rotational · conv 0.65 — In the next 1-2 months, NBIS is likely to experience volatility as it navigates price-led pressures against a backdrop of a developing narrative around European AI cloud infrastructure. The current divergence suggests potential for fluctuating sentiment. 2026-03-11 · inflection_pending · conv 0.65 — The structural indicators suggest a potential inflection point as NBIS navigates early stages in the European AI cloud buildout. However, the narrative dislocation score indicates significant volatility, suggesting caution in the near term. 2026-03-12 · mixed_rotational · conv 0.65 — The next 1-2 months may see volatility as the price-led state persists, with potential fluctuations as market narratives evolve around European AI cloud infrastructure. A cautious approach is advised while monitoring peer movements. 2026-03-13 · mixed_rotational · conv 0.40 — The near-term outlook suggests a potential for continued price-led behavior, but with significant narrative dislocation indicating uncertainty. A stabilization or slight retracement may be expected as the market assesses the broader AI infrastructure developments. 2026-03-16 · bullish_continuation · conv 0.75 — The confirmed state and strong relative return indicate continued bullish momentum for NBIS in the European AI cloud buildout. Expect further price appreciation as market confidence grows. 2026-03-17 · bullish_continuation · conv 0.75 — Given the confirmed state and strong narrative alignment, NBIS is expected to maintain upward momentum in the near term, driven by the European AI cloud buildout. However, the negative narrative dislocation score suggests caution may be warranted. 2026-03-18 · bullish_continuation · conv 0.75 — With a confirmed state and a positive narrative score, NBIS is positioned for continued upward movement in the next 1-2 months as the European AI cloud buildout gains traction. 2026-03-19 · bullish_continuation · conv 0.75 — Given the confirmed state and positive relative return, NBIS is well-positioned to continue benefiting from the ongoing European AI cloud buildout narrative. Expect stable performance with potential for further gains in the next couple of months. 2026-03-20 · bullish_continuation · conv 0.75 — With a confirmed state and a positive narrative score, NBIS is positioned for continued growth as the European AI cloud buildout progresses. Expect steady performance in the coming months. 2026-03-23 · inflection_pending · conv 0.60 — The next 1-2 months may see volatility as the narrative of European AI cloud buildout gains traction, but divergence in price performance suggests caution. A potential inflection point may emerge if narrative alignment improves. 2026-03-24 · bullish_continuation · conv 0.75 — The structural picture indicates a positive shift with the narrative of European AI cloud buildout gaining strength. Expect continued upward momentum over the next couple of months as price begins to align with the narrative. 2026-03-25 · bearish_continuation · conv 0.70 — NBIS is experiencing a repricing phase with persistent narrative strength, but price performance remains weak. The outlook suggests continued challenges as the market shifts focus towards other leading actors in the AI infrastructure space. 2026-03-26 · bearish_continuation · conv 0.70 — Despite a strong narrative surrounding European AI cloud buildout, NBIS continues to experience price divergence, indicating a lack of market support for its story. Expect continued challenges in the near term as the negative relative performance persists. 2026-03-27 · bearish_continuation · conv 0.70 — NBIS is likely to continue facing challenges in translating its positive narrative around the European AI cloud buildout into actual price gains. The divergence state suggests ongoing headwinds, with a negative relative performance against the benchmark. 2026-03-30 · bearish_continuation · conv 0.70 — Given the persistent divergence and negative relative performance, NBIS is likely to continue facing headwinds in the near term as the positive narrative fails to translate into price appreciation. 2026-03-31 · mixed_rotational · conv 0.65 — With a narrative score of 95 and a divergence state, NBIS is experiencing a mixed trajectory. The structural divergence suggests potential volatility, but the strong narrative may provide some support in the near term. 2026-04-01 · bearish_continuation · conv 0.70 — The ongoing divergence indicates that positive narratives around the European AI cloud buildout are not translating into price appreciation. Expect continued pressure on the stock in the near term as the market fails to reward the narrative. 2026-04-02 · inflection_pending · conv 0.65 — NBIS is currently in a repricing phase, suggesting potential for price stabilization and upward movement. However, the recent divergence indicates uncertainty that could affect short-term performance. 2026-04-06 · bullish_continuation · conv 0.80 — With a confirmed state and a positive narrative score, NBIS is positioned for continued upward momentum in the short term. The strong narrative around European AI cloud buildout supports this trajectory. 2026-04-07 · bullish_continuation · conv 0.80 — With a confirmed state and a strong narrative backing, NBIS is likely to maintain its upward trajectory in the short term. The positive relative return reinforces confidence in the ongoing European AI cloud buildout. 2026-04-08 · bearish_continuation · conv 0.70 — Given the current confirmed state with a declining narrative score, NBIS is likely to experience continued price pressure in the near term. The divergence from positive narrative trends suggests challenges in sustaining momentum. 2026-04-09 · mixed_rotational · conv 0.65 — Expect volatility as the narrative of European AI cloud buildout struggles against broader sector pressures. The recent confirmed state suggests potential for stabilization, but significant dislocation remains. 2026-04-10 · bearish_continuation · conv 0.70 — Despite a confirmed narrative around European AI cloud buildout, NBIS faces significant price pressure and negative narrative dislocation. The ongoing bearish sentiment in the AI infrastructure sector suggests continued struggles in the near term. 2026-04-13 · mixed_rotational · conv 0.65 — The near-term outlook suggests potential volatility as the narrative surrounding the European AI cloud buildout continues to face pressures from broader sector trends. Price dynamics indicate a struggle to maintain momentum despite a confirmed state. 2026-04-14 · bearish_continuation · conv 0.70 — While NBIS shows a solid narrative around European AI cloud growth, the current negative narrative dislocation score and pressure from broader sector trends suggest continued headwinds. Expect volatility as the actor attempts to stabilize amidst external pressures. 2026-04-15 · bullish_continuation · conv 0.75 — Given the confirmed state and a strong narrative surrounding European AI cloud buildout, NBIS is expected to maintain its upward trajectory over the next couple of months. The relative return suggests continued investor confidence despite some narrative dislocation. 2026-04-16 · bullish_continuation · conv 0.75 — The structural picture indicates a potential for continued bullish momentum as the narrative around European AI cloud buildout remains strong, despite some recent volatility. Expect price to stabilize and align more closely with the positive narrative. 2026-04-17 · bullish_continuation · conv 0.70 — The structural picture indicates a potential bullish continuation as the narrative around European AI cloud buildout strengthens. Expect gradual price alignment with the improving narrative strength over the next couple of months. 2026-04-20 · bearish_continuation · conv 0.65 — As of now, NBIS is experiencing a repricing phase with a narrative that is lagging behind its price performance. While the NDS remains positive, the relative performance is negative, indicating potential continued downward pressure in the near term. 2026-04-21 · bearish_continuation · conv 0.70 — The ongoing divergence indicates persistent challenges in translating strong narrative into price performance. Expect continued pressure in the near term as market sentiment remains cautious. 2026-04-22 · bearish_continuation · conv 0.70 — Expect continued divergence in the near term as positive narrative around European AI cloud buildout fails to translate into price gains. The recent trajectory suggests a sustained challenge in aligning market sentiment with company fundamentals. 2026-04-23 · bearish_continuation · conv 0.70 — The divergence between narrative strength and price performance suggests continued pressure on NBIS in the near term. The positive narrative surrounding the European AI cloud buildout is not translating into price gains, indicating potential challenges ahead. 2026-04-24 · mixed_rotational · conv 0.45 — The ongoing divergence suggests uncertainty in market sentiment, with the narrative around European AI cloud buildout not fully translating into positive price action. A cautious approach is warranted as fluctuations may continue in the near term. 2026-04-27 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued divergence as the positive narrative around European AI cloud buildout is not translating into price appreciation. Structural pressures suggest a prolonged period of underperformance relative to peers. 2026-04-28 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued pressure as the positive narrative around European AI cloud buildout fails to translate into price recovery. Expect further divergence as market sentiment remains skeptical. 2026-04-29 · bearish_continuation · conv 0.65 — The outlook remains challenging as the narrative around European AI cloud buildout fails to translate into price performance. Continued divergence suggests potential for further downside in the short term. 2026-04-30 · bearish_continuation · conv 0.75 — Given the persistent divergence and negative relative return, NBIS is likely to face continued pressure in the near term, with market sentiment remaining cautious. The narrative surrounding the European AI cloud buildout is not translating into positive performance. 2026-05-01 · inflection_pending · conv 0.65 — As of now, NBIS shows early signs of recovery with a narrative around European AI cloud buildout. However, the narrative dislocation indicates potential volatility ahead, necessitating caution. 2026-05-04 · mixed_rotational · conv 0.65 — The outlook for the next 1-2 months is mixed, with confirmed structural pressure on narrative despite a positive relative return. The narrative around the European AI cloud buildout remains strong, but recent divergence indicates potential challenges ahead. 2026-05-05 · bearish_continuation · conv 0.70 — Despite a confirmed narrative around the European AI cloud buildout, recent price divergence suggests a continued struggle to capitalize on positive sentiment. Expect further challenges in the near term as the narrative fails to translate into upward price movement. 2026-05-06 · bearish_continuation · conv 0.70 — The confirmed state indicates ongoing price pressure, with a significant narrative dislocation suggesting a bearish outlook in the coming months. Despite a positive relative return, the negative narrative dislocation score indicates that the market is not fully embracing the grow 2026-05-07 · bullish_continuation · conv 0.70 — The confirmed state and positive narrative suggest a likely continuation of price strength in the near term, fueled by the ongoing European AI cloud buildout. However, the negative NDS indicates potential volatility ahead. 2026-05-08 · bullish_continuation · conv 0.75 — The confirmed state and positive narrative suggest a continuation of price appreciation in the near term, despite some recent volatility. The trajectory indicates a potential for further gains as the European AI cloud buildout narrative strengthens. 2026-05-11 · bearish_continuation · conv 0.70 — With the current repricing state and a narrative that is not translating to price gains, NBIS is likely to face continued challenges in the near term. The divergence from the positive narrative suggests further pressure ahead. 2026-05-12 · bearish_continuation · conv 0.70 — The structural picture suggests continued pricing pressure with the narrative around European AI cloud buildout failing to translate into positive price movement. Expect further challenges as the market recalibrates expectations. 2026-05-13 · bullish_continuation · conv 0.70 — The recent shift to an early state suggests a potential bullish continuation as the narrative of European AI cloud buildout gains traction. Price may begin to align more consistently with positive sentiment in the coming months. 2026-05-14 · bearish_continuation · conv 0.70 — The price is currently confirming the narrative but is under significant pressure from broader sector trends. Expect continued volatility with potential downward adjustments in the near term. 2026-05-15 · bearish_continuation · conv 0.70 — Despite a confirmed narrative surrounding the European AI cloud buildout, persistent divergence in price performance suggests ongoing headwinds. The outlook remains cautious with potential for further volatility over the next couple of months. 2026-05-18 · bullish_continuation · conv 0.70 — Given the confirmed state and strong narrative alignment, NBIS is expected to maintain its upward trajectory in the near term, despite sector-wide challenges. The positive relative return suggests continued investor interest. 2026-05-19 · bullish_continuation · conv 0.70 — NBIS is experiencing a robust price-led surge, driven by strong performance in the European AI cloud sector. Despite a negative narrative dislocation score, the company's price continues to outperform the broader market, indicating that investor confidence in its growth potential 2026-05-20 · bullish_continuation · conv 0.70 — NBIS shows a strong price-led performance, significantly outpacing its narrative score. This suggests that investors are optimistic about its role in the European AI cloud buildout, even if the narrative has not fully caught up. With a consistent outperformance relative to the br 2026-05-21 · mixed_rotational · conv 0.70 — NBIS continues to struggle with a significant narrative-price divergence driven by the European AI cloud buildout theme, as seen in its high NDS of +81.2 and a relative return of -7.24%. Despite a strong narrative, the price has not followed, mirroring a pattern seen across its p 2026-05-24 · mixed_rotational · conv 0.70 — NBIS is currently experiencing a narrative-price disconnect as its European AI cloud buildout story outpaces the stock's performance. Despite a strong narrative score, the stock's price has lagged, suggesting the market has yet to fully appreciate the potential of NBIS's strategi 2026-05-25 · mixed_rotational · conv 0.60 — NBIS is currently experiencing a narrative-price divergence, with its narrative leading the price, as evidenced by a positive NDS of +10.8. The company's focus on European AI cloud buildout continues to generate strong narrative traction. However, the stock has been underperformi 2026-05-26 · mixed_rotational · conv 0.70 — NBIS's narrative around the European AI cloud buildout remains strong, but the price action is not following suit, as evidenced by a positive NDS and negative relative return. This suggests a potential for narrative-driven buying interest to eventually catch up with the lagging p 2026-05-28 · mixed_rotational · conv 0.60 — NBIS is currently in a MACRO state, moving with the broader market tape, which suggests that external macroeconomic factors are significantly influencing its performance. Despite the strong narrative of European AI cloud buildout, the narrative dislocation score of -11.2 indicate 2026-05-29 · inflection_pending · conv 0.70 — NBIS is currently in a repricing state, with its narrative of European AI cloud buildout leading the price. The narrative score remains high, indicating strong sectoral interest, but the price has yet to catch up. The recent shift from divergence to repricing suggests that the ma 2026-05-31 · mixed_rotational · conv 0.60 — NBIS's current price-led state, with a significant negative NDS of -72.2, suggests that the stock price has surged ahead of its narrative, which remains centered on European AI cloud buildout. This misalignment may lead to a period of consolidation or volatility as the narrative 2026-06-01 · inflection_pending · conv 0.60 — NBIS is experiencing narrative dislocation with the price currently leading the narrative, as indicated by the recent negative NDS of -5.7. The European AI cloud buildout, while promising, has yet to translate into sustained price momentum. The actor's recent trajectory from dive Each bar = one day’s forward expectation. Green = bullish, red = bearish, grey = neutral. Bar height = model conviction at parse time (not a calibrated probability).
2025-11-25 FIRST
bearish cont. 0.65
“The current repricing state suggests ongoing challenges in aligning the narrative with price action, particularly as the sector experiences broader divergence. Expect further volatility in the near term as the market adjusts.”
2026-01-02
inflect. pending 0.65
“The actor is currently in a repricing state with a neutral narrative score, indicating potential stabilization. However, the trajectory shows divergence, suggesting caution in the near term as the market assesses the narrative impact.”
2026-02-10
inflect. pending 0.65
“As of now, NBIS is in an early state with a declining narrative dislocation score, suggesting potential challenges in maintaining upward momentum. However, the recent relative performance indicates some resilience, warranting close observation for signs of a turnaround.”
2026-03-19
bullish cont. 0.75
“Given the confirmed state and positive relative return, NBIS is well-positioned to continue benefiting from the ongoing European AI cloud buildout narrative. Expect stable performance with potential for further gains in the next couple of months.”
2026-04-27
bearish cont. 0.75
“The next 1-2 months are likely to see continued divergence as the positive narrative around European AI cloud buildout is not translating into price appreciation. Structural pressures suggest a prolonged period of underperformance relative to peers.”
2026-06-01 TODAY
inflect. pending 0.60
“NBIS is experiencing narrative dislocation with the price currently leading the narrative, as indicated by the recent negative NDS of -5.7. The European AI cloud buildout, while promising, has yet to translate into sustained price momentum. The actor's recent trajectory from dive”
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 NBIS's daily expectation summaries into a memory system. Theses you can follow for weeks, not snapshots that vanish overnight.
today 67 theses tracked over the window; 3 active today, 0 persistent (≥3 daily versions). Lifecycle events: born 67 · strengthened 0 · weakened 1 · contradicted 10 · retired 70.
NBIS’s expectation theses 27 theses shown · 67 total
↓ Arista Networks growth and valuation analysis
↓ AI-driven growth and stock performance
↑ AI-driven growth and stock performance
─ AI-driven growth and stock performance
─ AI investment strategies for 2026
─ Tech giants navigate AI and regulation
↓ Tech giants navigate AI and regulation
↓ Meta's AI and nuclear strategy
↓ Nvidia's AI Market Challenges and Opportunities
↑ Nvidia's AI Market Challenges and Opportunities
↓ AI investment strategies and market outlook
─ AI investment strategies and market outlook
─ AI-driven cloud investment surge
─ Media Mergers and Regulatory Challenges
↓ Microsoft's AI Strategy and Market Position
↑ Microsoft's AI Strategy and Market Position
─ Microsoft's AI Strategy and Market Position
↓ AI efficiency breakthroughs and innovations
─ AI efficiency breakthroughs and innovations
↑ Oracle growth and investment outlook
↓ AI stock market dynamics and trends
↓ Alphabet's growth and investment potential
↓ AI infrastructure expansion and partnerships
─ AI investment and workforce dynamics
↓ AI funding and talent dynamics
↑ AI investment landscape shifts
↓ AI semiconductor market dynamics
● born▲ strengthened▼ weakened✕ contradicted○ retired
2026-01-02
1 active thesis
2026-02-10
2 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. NBIS appears in 20 public regions and 12 limited, including 5 inverted.
NBIS appears in 48 signed regions · showing top 6 by n_obs
theme · direction sample 5d hit 20d hit actors
↓ Microsoft's AI Strategy and Market Position
n=65
55% (+8pp)
55% (+6pp)
17
↓ 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
↑ Microsoft's AI Strategy and Market Position
n=48
58% (+10pp)
54% (+5pp)
11
↓ AI stock market dynamics and trends
n=47
32% (-16pp)
35% (-14pp)
15
↓ AI investment strategies and market outlook
n=45
44% (-3pp)
27% (-23pp)
18
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).