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 ANET, point-in-time, ready for upstream clustering.
today 507 events naming ANET in the 132-day window where every layer has coverage (1,278 in the full L0 corpus). Sources: NewsAPI, Finnhub news + transcripts, Reddit, X-amplification, SEC filings.
events per day naming ANET 507 total · peak 23 on 05-05
Peak day sample: “Arista Networks Stock: Look Elsewhere For AI Winners”
Minor gaps 11 of 132 days in this window had zero events for ANET. 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 ANET inside a named narrative each day — and tracks when its center of mass shifts to a different one.
today Primary cluster: “week / investors / about” . Density (7d): 0.191 (momentum +0.009 , novelty 0.00 ). Cluster labels are auto-generated from the full event neighborhood — actor membership reflects shared AI-sector coverage, not exclusive company-specific coverage.
ANET’s primary cluster over time 91 distinct clusters · 113 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
AI investment strategies and market outlook
8d in this narrative
2026-03-19
Microsoft's AI Strategy and Market Position
15d 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 ANET's narrative position into a directional thesis with conviction — a daily forward expectation.
today Latest: bullish continuation at conviction 0.70 . “Arista Networks is likely to see continued positive momentum as its price starts to align with the strong narrative around AI networking infrastructure, particularly driven by hyperscaler investments from Microsoft and Meta. The recent shift to an 'EARLY' state indicates that pri”
ANET’s daily expectation 130 days · direction = bar color · conviction = bar height
2025-11-24 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to continue seeing price lag behind the strong narrative around AI networking infrastructure demand, influenced by hyperscaler spending patterns and customer concentration risks. A repricing phase may persist as market sentiment remains cautious. 2025-11-25 · bearish_continuation · conv 0.70 — With a significant narrative dislocation and persistent repricing, ANET is likely to continue facing downward pressure in the near term. The strong demand narrative is not translating into price performance, particularly with key customer concentration risks. 2025-11-26 · bearish_continuation · conv 0.65 — With a narrative around AI networking infrastructure demand, ANET's price continues to lag, indicating a struggle to capitalize on positive market narratives. The repricing state suggests continued challenges in the near term, especially given customer concentration risks. 2025-11-28 · inflection_pending · conv 0.65 — With the current state classified as early and a negative narrative dislocation score, ANET may face challenges in the short term. However, the positive relative performance suggests potential for recovery if demand for hyperscaler AI networking infrastructure strengthens. 2025-12-01 · mixed_rotational · conv 0.65 — With a narrative score of 67, ANET is experiencing early signs of demand in AI networking infrastructure, but the negative narrative dislocation score indicates potential challenges. The trajectory suggests a mixed outlook as pricing attempts to stabilize. 2025-12-02 · bearish_continuation · conv 0.65 — The near-term outlook suggests continued repricing pressure as the narrative around AI networking infrastructure demand weakens. With significant customer concentration and increasing competition, ANET may struggle to regain upward momentum. 2025-12-03 · inflection_pending · conv 0.65 — As of now, ANET is experiencing a repricing phase with a narrative score indicating a potential slowdown in momentum. The outlook suggests that while demand for AI networking infrastructure remains strong, the current pricing dynamics may lead to a period of consolidation before 2025-12-04 · bearish_continuation · conv 0.65 — In the next 1-2 months, ANET is likely to continue experiencing repricing pressures as the narrative around AI networking infrastructure remains inconsistent. The stock's lagging performance compared to its narrative suggests a cautious outlook. 2025-12-05 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued repricing pressure as the narrative around AI networking infrastructure demand struggles to translate into price performance. A focus on hyperscaler spending and competitive dynamics will be critical. 2025-12-08 · mixed_rotational · conv 0.65 — The near-term outlook suggests continued repricing as market dynamics stabilize, but demand for AI networking remains a focal point. Potential recovery hinges on hyperscaler spending trends and competition with alternatives. 2025-12-09 · bullish_continuation · conv 0.70 — The structural indicators suggest a potential bullish trajectory as demand for AI networking infrastructure stabilizes. The current early state may lead to further positive sentiment in the coming months. 2025-12-10 · bullish_continuation · conv 0.70 — Given the current early state and positive narrative momentum, ANET is likely to maintain a bullish trajectory in the next 1-2 months as demand for AI networking infrastructure continues to grow. 2025-12-11 · bullish_continuation · conv 0.75 — With a strong narrative around AI networking infrastructure demand, ANET is positioned for potential price appreciation as it aligns with hyperscaler spending trends. Early indicators suggest price may continue to follow narrative strength in the coming months. 2025-12-12 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued repricing pressure as the narrative around AI networking infrastructure fails to convert into positive price action. The concentration of customers in Microsoft and Meta may limit broader market recovery. 2025-12-15 · bearish_continuation · conv 0.70 — Despite a strong narrative around AI networking infrastructure demand, ANET is experiencing a repricing phase with price lagging behind expectations. The market's skepticism may continue in the near term, leading to potential further declines. 2025-12-16 · bearish_continuation · conv 0.70 — The current repricing state suggests continued downward pressure in the near term, despite a strong narrative around AI networking infrastructure demand. With price lagging significantly behind narrative momentum, further challenges are anticipated over the next 1-2 months. 2025-12-17 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued repricing as the narrative around AI networking infrastructure demand fails to translate into price movement. The divergence with peers suggests a challenging environment ahead. 2025-12-18 · bearish_continuation · conv 0.70 — Despite a strong narrative around AI networking infrastructure demand, ANET continues to experience price lagging behind this positive sentiment. Given the current repricing state and negative relative performance, a bearish continuation is expected in the near term. 2025-12-19 · bullish_continuation · conv 0.75 — Given the current early state and positive narrative pressure, ANET is likely to experience a continuation of upward momentum in the next 1-2 months. The favorable relative return and improving narrative suggest a strengthening position in the AI infrastructure market. 2025-12-22 · bullish_continuation · conv 0.75 — The structural indicators suggest a positive trajectory as demand for AI infrastructure grows, particularly with hyperscaler spending. Expect steady performance in the near term as the narrative strengthens. 2025-12-23 · bullish_continuation · conv 0.75 — With a strong narrative around AI networking infrastructure and improving relative performance, ANET is positioned for a bullish continuation in the near term. The current early state suggests potential for growth as hyperscaler spending increases. 2025-12-24 · inflection_pending · conv 0.65 — As of now, ANET is positioned in an early state with a positive narrative trend. The trajectory suggests potential for growth, albeit with caution due to recent repricing pressures. Expect fluctuations as the market assesses hyperscaler spending dynamics. 2025-12-26 · inflection_pending · conv 0.65 — The near-term outlook suggests potential stabilization as the narrative around AI networking infrastructure demand evolves. The recent trajectory indicates fluctuations, but a focus on hyperscaler spending could lead to a positive shift in sentiment. 2025-12-29 · mixed_rotational · conv 0.65 — The near-term outlook suggests a cautious recovery as the narrative stabilizes but remains below previous highs. Expect fluctuations as the market assesses hyperscaler spending trends. 2025-12-30 · mixed_rotational · conv 0.65 — With a repricing state and a narrative lagging behind, ANET may face volatility in the short term. However, improved narrative dynamics suggest potential for stabilization as hyperscaler demand persists. 2025-12-31 · neutral_macro · conv 0.65 — The next 1-2 months are likely to see continued repricing as the market adjusts to AI networking infrastructure demand. However, with a narrative score that has stabilized, significant upward momentum may be limited. 2026-01-02 · inflection_pending · conv 0.65 — The structural indicators suggest a potential stabilization in demand for AI networking infrastructure, but the narrative dislocation score indicates caution. Expect fluctuations as the market reassesses its outlook. 2026-01-05 · bullish_continuation · conv 0.70 — Given the confirmed state and positive relative performance, ANET is positioned for continued bullish momentum in the coming months. The narrative around AI networking infrastructure remains strong, supporting a favorable outlook. 2026-01-06 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued repricing as the narrative around AI networking infrastructure demand stabilizes. Given the current price lagging behind the narrative, a cautious outlook is warranted. 2026-01-07 · bearish_continuation · conv 0.65 — ANET is currently experiencing a repricing phase with narrative strength, but price performance is lagging behind expectations. Continued pressure from commodity hardware names may hinder immediate upside. 2026-01-08 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued price pressure as the divergence between narrative strength and price performance persists. Demand for AI networking infrastructure remains robust, but the overall market rotation is impacting valuation negatively. 2026-01-09 · bearish_continuation · conv 0.70 — Despite a strong narrative around AI networking infrastructure, ANET's price continues to lag significantly behind. The divergence suggests ongoing challenges in translating demand into price appreciation over the next couple of months. 2026-01-12 · bearish_continuation · conv 0.70 — Given the significant divergence between the positive narrative around AI networking infrastructure and the declining price performance, ANET is likely to continue facing downward pressure in the near term. The concentration of customers may also pose risks if demand does not tra 2026-01-13 · bearish_continuation · conv 0.65 — The repricing state indicates persistent issues with price not reflecting the positive narrative around AI networking demand. Expect continued pressure in the near term as the narrative struggles to convert into price appreciation. 2026-01-14 · mixed_rotational · conv 0.65 — Over the next couple of months, ANET may continue to experience volatility as it navigates the repricing phase. The narrative around AI networking infrastructure remains strong, but the stock's relative performance suggests caution. 2026-01-15 · bullish_continuation · conv 0.75 — With a confirmed state and positive narrative pressure, ANET is well-positioned for continued growth in the AI networking sector. The strong relative performance indicates confidence among investors, suggesting a bullish trajectory in the near term. 2026-01-16 · bearish_continuation · conv 0.70 — The structural picture indicates continued pressure on ANET's performance, with a negative narrative dislocation score suggesting potential challenges in maintaining momentum. Expect the stock to navigate a tougher environment in the coming months as the market reassesses its gro 2026-01-20 · bullish_continuation · conv 0.75 — The positive structural indicators suggest a continuation of the bullish trend in the next couple of months, supported by confirmed demand in AI infrastructure. The focus on hyperscaler spending remains a key driver. 2026-01-21 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued repricing as the narrative around AI networking infrastructure demand struggles to translate into price movement, especially given the recent divergence patterns in the sector. 2026-01-22 · mixed_rotational · conv 0.65 — While the narrative around AI networking infrastructure is strong, the price performance is not fully reflecting this, indicating potential volatility. The confirmed state suggests some stability, but divergence in the sector presents risks. 2026-01-23 · inflection_pending · conv 0.65 — Given the early state and positive narrative, ANET shows potential for upward movement, but recent divergence suggests caution. Monitoring hyperscaler demand and customer concentration will be critical. 2026-01-26 · mixed_rotational · conv 0.65 — Despite a confirmed state and positive relative return, narrative dislocation suggests potential volatility in the coming months, particularly as the broader sector experiences divergent pressures. Monitoring hyperscaler spending dynamics will be critical. 2026-01-27 · bearish_continuation · conv 0.70 — Despite a confirmed narrative around AI networking infrastructure demand, pricing is not reflecting this strength, indicated by a negative narrative dislocation score. The next couple of months may see continued pressure on price as the market grapples with broader sector diverge 2026-01-28 · bullish_continuation · conv 0.75 — The confirmed state indicates solid demand for AI networking infrastructure, likely supported by the ongoing hyperscaler spending. Expect continued price stability as the narrative aligns with performance metrics. 2026-01-29 · mixed_rotational · conv 0.65 — The structural picture suggests a continued narrative strength around AI networking, but the recent divergence indicates potential price resistance. Expect fluctuations as the market reassesses value against narrative momentum. 2026-01-30 · mixed_rotational · conv 0.65 — The recent early state indicates potential for price appreciation, but the divergence observed in the sector suggests caution as the narrative may not fully translate to price gains. Monitoring hyperscaler spending trends will be crucial. 2026-02-02 · bearish_continuation · conv 0.70 — Given the current repricing state and negative relative performance, ANET is likely to continue facing downward pressure in the near term. The strong narrative around AI infrastructure spending is not translating into price gains, leading to a bearish outlook. 2026-02-03 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pricing pressure as the narrative around AI networking infrastructure struggles to translate into stock performance. The divergence from positive narrative indicators suggests a challenging environment ahead. 2026-02-04 · bearish_continuation · conv 0.70 — In the next 1-2 months, ANET is likely to continue experiencing pricing pressure despite strong narrative support around AI networking infrastructure. The divergence between narrative and price is expected to persist. 2026-02-05 · bearish_continuation · conv 0.70 — The negative narrative dislocation and divergence from price suggest ongoing challenges for ANET in the near term, despite a strong narrative around AI networking infrastructure demand. Expect limited upward momentum as the broader market sentiment remains subdued. 2026-02-06 · bearish_continuation · conv 0.70 — Given the current repricing state and declining narrative strength, ANET is likely to continue facing price pressure in the near term as investor sentiment remains cautious. The narrative around AI networking demand is not translating into positive price action. 2026-02-09 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued price pressure as the narrative around AI networking infrastructure demand fails to translate into price gains. The divergence from peers suggests a challenging environment ahead. 2026-02-10 · bearish_continuation · conv 0.75 — As of now, ANET is experiencing significant narrative dislocation and price-led conditions, suggesting a challenging near-term outlook. Continued pressure on the narrative could lead to further price decline over the coming months. 2026-02-11 · bearish_continuation · conv 0.70 — The price-led state indicates ongoing pressure, and with a negative narrative dislocation score, further declines may be expected in the near term. Continued customer concentration risks may exacerbate volatility. 2026-02-12 · inflection_pending · conv 0.65 — The structural picture indicates a potential recovery in narrative support, but recent price-led dynamics suggest caution. Expect a gradual stabilization as the market reassesses AI networking demand. 2026-02-13 · bullish_continuation · conv 0.70 — Given the current early state and a strong narrative score, ANET is expected to maintain positive momentum in the coming months. The relative performance suggests a favorable environment for continued growth in the AI infrastructure sector. 2026-02-17 · inflection_pending · conv 0.65 — The current early state suggests potential for upward momentum as the narrative around AI networking infrastructure strengthens. However, recent divergences indicate caution may be warranted. 2026-02-18 · bearish_continuation · conv 0.70 — The outlook remains challenging as pricing continues to lag narrative momentum, indicating potential further repricing in the coming months. Key hyperscaler demand may not be sufficient to drive recovery given the current divergence. 2026-02-19 · inflection_pending · conv 0.65 — The current repricing state suggests potential stabilization in the near term, but continued scrutiny of hyperscaler spending and customer concentration is essential. The mixed trajectory indicates uncertainty that could influence performance over the next couple of months. 2026-02-20 · neutral_macro · conv 0.65 — In the next 1-2 months, ANET is expected to navigate a repricing phase as it balances strong narrative support with relative underperformance. The focus will remain on hyperscaler AI networking demand. 2026-02-23 · bearish_continuation · conv 0.70 — Given the current divergence and persistent negative relative performance, ANET is likely to continue facing price pressure in the near term. The narrative around AI infrastructure demand is strong, but it is not translating into stock performance. 2026-02-24 · bearish_continuation · conv 0.70 — The outlook suggests continued divergence, with price lagging behind narrative momentum. This trend may persist as hyperscaler spending dynamics play out. 2026-02-25 · bearish_continuation · conv 0.70 — The trajectory suggests continued divergence, indicating that the market is not fully recognizing the positive narrative around AI networking demand. Expect further pressure on relative performance in the near term. 2026-02-26 · bearish_continuation · conv 0.75 — The next 1-2 months may see continued pressure on ANET as the divergence between narrative and relative performance persists. A lack of strong catalysts could keep the stock under pressure as hyperscaler spending trends evolve. 2026-02-27 · inflection_pending · conv 0.65 — The upcoming months may see continued volatility as ANET navigates a repricing phase, with the narrative around AI infrastructure demand struggling to align with price action. Watch for potential shifts in hyperscaler spending that could influence performance. 2026-03-02 · inflection_pending · conv 0.65 — The next 1-2 months may see a stabilization as the repricing phase unfolds, with potential for a rebound if narrative momentum strengthens. However, caution is warranted given recent divergences in pricing behavior. 2026-03-03 · bearish_continuation · conv 0.70 — The current repricing state indicates ongoing challenges in aligning price with the positive narrative around AI networking infrastructure. Given the significant customer concentration and market dynamics, a bearish continuation is expected as the narrative struggles to translate 2026-03-04 · inflection_pending · conv 0.65 — With the current state indicating early momentum but a negative narrative dislocation score, ANET may experience volatility as it attempts to align its price with the underlying narrative of AI networking demand. Key hyperscaler spending will be critical to watch in the coming mo 2026-03-05 · mixed_rotational · conv 0.65 — The structural picture indicates a potential for continued divergence, as narrative strength does not align with price movements. The focus on hyperscaler spending may provide some support, but caution is warranted given the early state and negative narrative dislocation score. 2026-03-06 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued repricing pressures as market narratives struggle to align with current pricing. The focus on hyperscaler demand will remain critical. 2026-03-09 · inflection_pending · conv 0.65 — The current price-led state with a declining narrative suggests potential volatility in the near term. A shift in narrative or market sentiment could lead to a more favorable outlook as hyperscaler demand evolves. 2026-03-10 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued price pressure as narrative dislocation persists, despite a positive relative performance. Concerns around customer concentration and hyperscaler spending may weigh on sentiment. 2026-03-11 · mixed_rotational · conv 0.40 — The next 1-2 months may see continued volatility as the structural picture indicates a mixed narrative with macro influences. Pressure from customer concentration and hyperscaler dynamics could lead to uncertain performance. 2026-03-12 · inflection_pending · conv 0.65 — The current repricing state suggests a potential stabilization in price as the narrative around AI networking infrastructure gains traction. However, the lagging relative performance indicates caution in the near term. 2026-03-13 · bullish_continuation · conv 0.70 — The structural indicators suggest a positive outlook as demand for AI networking infrastructure grows, indicating a potential bullish continuation in the near term. However, caution is warranted given recent narrative fluctuations. 2026-03-16 · inflection_pending · conv 0.65 — The current repricing state suggests a potential stabilization, but with a lagging narrative, volatility may persist. The outlook hinges on broader market dynamics and hyperscaler spending trends. 2026-03-17 · inflection_pending · conv 0.65 — The next 1-2 months may see continued volatility as the repricing state suggests a potential for stabilization, but with a lagging narrative and negative relative performance. Market focus on hyperscaler demand could shift sentiment. 2026-03-18 · bullish_continuation · conv 0.75 — Given the current repricing state and strengthening narrative, ANET is likely to maintain upward momentum in the next 1-2 months. Continued demand in AI networking infrastructure should support this trend. 2026-03-19 · bullish_continuation · conv 0.70 — With a strong narrative around AI networking demand and an early state suggesting recovery, ANET is positioned for potential growth in the upcoming months. Continued focus on hyperscaler investments will be crucial. 2026-03-20 · mixed_rotational · conv 0.65 — The next 1-2 months are likely to see continued repricing as the narrative around AI networking infrastructure strengthens, but volatility may persist due to customer concentration risks. 2026-03-23 · bullish_continuation · conv 0.75 — The structural indicators suggest a continuation of positive momentum in the AI networking space, driven by hyperscaler demand. Expect potential growth as the market stabilizes and customer spending ramps up. 2026-03-24 · inflection_pending · conv 0.70 — In the next 1-2 months, ANET may see a stabilization of its narrative as pricing dynamics continue to adjust. However, the reliance on key customers suggests potential volatility depending on their spending patterns. 2026-03-25 · bearish_continuation · conv 0.65 — Given the current repricing state and the narrative lagging behind price performance, ANET is likely to struggle in the near term. The divergence from peers suggests ongoing challenges in gaining traction despite positive narrative indicators. 2026-03-26 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued price pressure as the narrative around AI networking infrastructure fails to translate into price performance, reflecting a broader divergence in the sector. Key hyperscaler customers may not provide the expected uplift. 2026-03-27 · bearish_continuation · conv 0.65 — The structural picture indicates continued repricing pressure with narratives failing to translate into price movement. Expect further challenges as key customers remain concentrated and competition persists. 2026-03-30 · bearish_continuation · conv 0.70 — The current divergence state suggests continued challenges for ANET as positive narratives around AI networking infrastructure are not translating into price appreciation. Expect a sluggish market response in the near term, with potential for further repricing. 2026-03-31 · inflection_pending · conv 0.65 — The next 1-2 months may see continued repricing as the narrative around AI infrastructure builds, but volatility persists due to customer concentration risks. A potential shift in sentiment could emerge if hyperscaler spending increases. 2026-04-01 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued pressure on ANET's price despite strong narrative support, as the divergence from price performance persists. The market appears skeptical of the growth in AI networking infrastructure demand. 2026-04-02 · mixed_rotational · conv 0.65 — In the next 1-2 months, ANET is expected to navigate a mixed trajectory as it continues to reprice while facing challenges from narrative dislocation. The structural picture suggests potential stabilization, but caution is warranted due to customer concentration risks. 2026-04-06 · bullish_continuation · conv 0.70 — The structural picture indicates a bullish continuation as ANET maintains a positive narrative and repricing state. Demand for AI networking infrastructure appears robust, suggesting potential upside in the near term. 2026-04-07 · bullish_continuation · conv 0.80 — With a confirmed state and a narrative score of 95, ANET is well-positioned to capitalize on ongoing demand for AI networking infrastructure. Expect positive momentum to continue in the next 1-2 months as hyperscaler investments grow. 2026-04-08 · bullish_continuation · conv 0.75 — Given the confirmed state and strong narrative around AI networking infrastructure demand, ANET is likely to maintain its upward trajectory in the near term. Price confirmation alongside a positive relative performance suggests continued investor confidence. 2026-04-09 · bullish_continuation · conv 0.75 — With confirmed narrative strength and positive relative performance, ANET is set to benefit from ongoing demand in AI networking infrastructure. However, caution is warranted due to the overall sector pressure. 2026-04-10 · mixed_rotational · conv 0.65 — Despite a confirmed narrative around AI networking infrastructure demand, price performance remains under pressure, reflecting broader sector challenges. Expect potential volatility as market perception adjusts. 2026-04-13 · mixed_rotational · conv 0.65 — In the next 1-2 months, ANET is expected to experience volatility as it navigates significant narrative dislocation and price pressures within the AI infrastructure sector. While demand remains, the broader market context may challenge sustained growth. 2026-04-14 · bullish_continuation · conv 0.80 — The current structural state indicates a stable demand for AI networking infrastructure, particularly with significant customer concentration in Microsoft and Meta. This momentum is expected to continue in the near term. 2026-04-15 · inflection_pending · conv 0.65 — As ANET navigates a repricing phase, the narrative around AI networking infrastructure remains strong but is currently lagging in price performance. Expect potential volatility as the market assesses hyperscaler spending dynamics. 2026-04-16 · bullish_continuation · conv 0.75 — The confirmed state indicates a strong alignment between price and narrative, suggesting continued bullish momentum in the 1-2 month outlook. Demand for AI networking infrastructure is expected to support further gains. 2026-04-17 · bullish_continuation · conv 0.75 — The confirmed state indicates solid momentum in AI networking infrastructure demand, with expected continued growth driven by hyperscaler spending. A focus on 400G/800G/1.6T cycles may further support the narrative. 2026-04-20 · bullish_continuation · conv 0.75 — Given the early state and positive narrative score, ANET is positioned for a bullish continuation over the next couple of months. The focus on hyperscaler AI networking spend suggests potential for significant growth. 2026-04-21 · bullish_continuation · conv 0.75 — Expect continued strength in pricing driven by confirmed narrative around AI infrastructure demand, despite some recent divergence signals. The focus on hyperscaler spending should support growth in the near term. 2026-04-22 · bullish_continuation · conv 0.75 — Given the confirmed state and strong narrative surrounding AI networking demand, ANET is likely to maintain its upward trajectory in the near term, despite some recent price volatility. Continued focus on hyperscaler spending should support further price appreciation. 2026-04-23 · bullish_continuation · conv 0.75 — With a confirmed narrative and strong NDS, ANET is positioned for continued upward momentum in the next couple of months. However, the broader divergence trends in the sector may create volatility. 2026-04-24 · bullish_continuation · conv 0.80 — The structural picture indicates a continued positive trajectory for ANET in the coming months, driven by confirmed demand in AI networking infrastructure. The narrative strength and positive relative performance suggest sustained interest from key customers. 2026-04-27 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued pricing pressure as the narrative around AI networking infrastructure struggles to translate into meaningful price gains. With hyperscaler spending concentrated among a few major customers, volatility is likely. 2026-04-28 · bearish_continuation · conv 0.70 — The structural divergence indicates continued pressure on ANET's price despite a positive narrative. Expect further pricing challenges in the upcoming months as the market shifts focus to commodity names. 2026-04-29 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued divergence as the narrative of AI networking infrastructure demand fails to translate into price momentum, particularly given the concentration risks with major customers. Structural pressures suggest that price may remain under strain. 2026-04-30 · bearish_continuation · conv 0.65 — In the next 1-2 months, ANET may continue to face repricing pressures as the narrative around AI networking infrastructure remains strong but is not yet reflected in the stock price. The relative underperformance against peers suggests a cautious outlook. 2026-05-01 · bearish_continuation · conv 0.65 — The current repricing state suggests continued challenges in aligning price with the narrative of AI networking infrastructure demand. Expect limited upward momentum in the coming months as the market remains skeptical. 2026-05-04 · mixed_rotational · conv 0.65 — Over the next 1-2 months, ANET may experience continued price repricing as it navigates a narrative of AI networking infrastructure demand against a backdrop of customer concentration risks. The trajectory suggests potential fluctuations as the market assesses hyperscaler spendin 2026-05-05 · bearish_continuation · conv 0.65 — Over the next 1-2 months, ANET is likely to continue experiencing price lag as the strong narrative around AI networking infrastructure fails to translate into price appreciation. The current repricing state suggests ongoing volatility and potential for further divergence from na 2026-05-06 · bearish_continuation · conv 0.75 — Given the current divergence with a strong narrative but negative price performance, ANET is likely to remain under pressure in the near term. The ongoing challenges in the AI infrastructure sector may hinder recovery despite solid demand indicators. 2026-05-07 · bearish_continuation · conv 0.75 — Given the persistent divergence between strong narrative and declining price, ANET is likely to face continued challenges in the next 1-2 months. The focus on hyperscaler spending and competition from commodity alternatives suggests further pricing pressure. 2026-05-08 · bearish_continuation · conv 0.70 — Given the persistent divergence between a strong narrative and negative pricing pressure, ANET is likely to continue facing challenges in the near term. The focus on hardware leadership shifting to commodity names suggests a tough environment for AI infrastructure players like AN 2026-05-11 · bearish_continuation · conv 0.70 — ANET is likely to continue facing challenges as the positive narrative around AI networking infrastructure fails to translate into price appreciation. The divergence from peers suggests ongoing pressure in the near term. 2026-05-12 · bearish_continuation · conv 0.70 — Despite a robust narrative around AI networking infrastructure, ANET's price continues to diverge negatively from expectations. The outlook remains bearish as the divergence persists with significant customer concentration risks. 2026-05-13 · bearish_continuation · conv 0.75 — Despite strong narrative around AI networking infrastructure, ANET's price continues to diverge negatively, indicating ongoing market skepticism. Expect continued pressure in the near term as the story remains unrecognized by the market. 2026-05-14 · bearish_continuation · conv 0.65 — The structural picture indicates continued repricing pressures, with narrative strength failing to translate into price gains. Expect further consolidation as market dynamics remain challenging. 2026-05-15 · bearish_continuation · conv 0.70 — The structural picture indicates continued repricing pressure despite a strong narrative around AI networking. Expect limited upward movement as the market struggles to align price with the positive narrative. 2026-05-18 · bearish_continuation · conv 0.65 — The early state suggests a potential continuation of price weakness despite a narrative supporting AI networking demand. Structural divergence with peers indicates a challenging environment ahead. 2026-05-19 · inflection_pending · conv 0.70 — Arista Networks is currently experiencing an inflection point where its price is beginning to respond to the strong narrative around AI networking infrastructure demand. However, its narrative dislocation score remains negative, indicating that price is still trailing the narrati 2026-05-20 · bullish_continuation · conv 0.70 — ANET is entering a phase where price is starting to align with its strong AI networking narrative, particularly as hyperscaler spending on AI infrastructure may be shifting in its favor against Broadcom alternatives. The recent shift from a negative narrative dislocation score to 2026-05-21 · mixed_rotational · conv 0.60 — Arista Networks is currently experiencing a price lag despite a strong narrative around AI networking infrastructure demand. The company's reliance on hyperscaler AI networking spend, particularly from Microsoft and Meta, and the ongoing 400G/800G/1.6T cycle, are key factors. Thi 2026-05-24 · bullish_continuation · conv 0.70 — ANET is currently experiencing a repricing phase, with its narrative on hyperscaler AI networking demand outpacing the price action. The focus on 400G/800G/1.6T cycle timing and its customer concentration in Microsoft and Meta are key drivers that could lead to a catch-up in the 2026-05-25 · mixed_rotational · conv 0.60 — Arista Networks (ANET) is currently in an 'early' state, with price starting to follow the narrative after a period of divergence. The hyperscaler AI networking spend share is crucial, especially against Broadcom's Tomahawk-based whitebox alternatives. However, the negative NDS o 2026-05-26 · bullish_continuation · conv 0.70 — ANET has recently entered an 'EARLY' state, with price starting to follow the narrative, indicating a potential bullish continuation. The hyperscaler AI networking spend, particularly from key customers like Microsoft and Meta, remains crucial. As the 400G/800G/1.6T cycle progres 2026-05-28 · bullish_continuation · conv 0.70 — Arista Networks is likely to see continued positive momentum over the next 1-2 months as its narrative around AI networking infrastructure demand starts to align with price movements. The recent shift to an 'EARLY' state, coupled with a positive relative return, suggests that the 2026-05-29 · inflection_pending · conv 0.70 — ANET's trajectory is at a critical juncture with the company's reliance on hyperscaler AI networking spend, particularly from Microsoft and Meta, under scrutiny. The current 'EARLY' state indicates that while the price is starting to follow, there's significant volatility due to 2026-05-31 · mixed_rotational · conv 0.60 — Arista Networks is currently in an 'EARLY' state with price starting to follow the narrative. As hyperscalers like Microsoft and Meta ramp up their AI networking infrastructure, Arista's share in this spend is critical, especially against Broadcom's Tomahawk-based alternatives. T 2026-06-01 · bullish_continuation · conv 0.70 — Arista Networks is likely to see continued positive momentum as its price starts to align with the strong narrative around AI networking infrastructure, particularly driven by hyperscaler investments from Microsoft and Meta. The recent shift to an 'EARLY' state indicates that pri 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 next 1-2 months are likely to continue seeing price lag behind the strong narrative around AI networking infrastructure demand, influenced by hyperscaler spending patterns and customer concentration risks. A repricing phase may persist as market sentiment remains cautious.”
2026-01-02
inflect. pending 0.65
“The structural indicators suggest a potential stabilization in demand for AI networking infrastructure, but the narrative dislocation score indicates caution. Expect fluctuations as the market reassesses its outlook.”
2026-02-10
bearish cont. 0.75
“As of now, ANET is experiencing significant narrative dislocation and price-led conditions, suggesting a challenging near-term outlook. Continued pressure on the narrative could lead to further price decline over the coming months.”
2026-03-19
bullish cont. 0.70
“With a strong narrative around AI networking demand and an early state suggesting recovery, ANET is positioned for potential growth in the upcoming months. Continued focus on hyperscaler investments will be crucial.”
2026-04-27
bearish cont. 0.65
“The next 1-2 months may see continued pricing pressure as the narrative around AI networking infrastructure struggles to translate into meaningful price gains. With hyperscaler spending concentrated among a few major customers, volatility is likely.”
2026-06-01 TODAY
bullish cont. 0.70
“Arista Networks is likely to see continued positive momentum as its price starts to align with the strong narrative around AI networking infrastructure, particularly driven by hyperscaler investments from Microsoft and Meta. The recent shift to an 'EARLY' state indicates that pri”
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 ANET's daily expectation summaries into a memory system. Theses you can follow for weeks, not snapshots that vanish overnight.
today 69 theses tracked over the window; 3 active today, 0 persistent (≥3 daily versions). Lifecycle events: born 69 · strengthened 1 · weakened 1 · contradicted 10 · retired 67.
ANET’s expectation theses 25 theses shown · 69 total
↓ Arista Networks growth and valuation analysis
↑ Arista Networks growth and valuation analysis
↓ AI-driven growth and stock performance
↑ Warren Buffett's investment strategy shifts
─ AI-driven growth and stock performance
─ AI investment strategies for 2026
↓ Tech giants navigate AI and regulation
↑ Tech giants navigate AI and regulation
─ Nvidia's AI Market Challenges and Opportunities
↑ Nvidia's AI Market Challenges and Opportunities
↓ Nvidia's AI Market Challenges and Opportunities
↓ AI investment strategies and market outlook
─ Media Mergers and Regulatory Challenges
↓ 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
↑ Chip Manufacturing and AI Partnerships
↑ AI stock market dynamics and trends
↓ Alphabet's growth and investment potential
↓ AI investment and workforce dynamics
↓ AI funding and talent dynamics
↓ AI-driven chip market dynamics
● born▲ strengthened▼ weakened✕ contradicted○ retired
2026-01-02
1 active thesis
2026-02-10
1 active thesis
2026-03-19
3 active theses
2026-04-27
1 active thesis
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. ANET appears in 24 public regions and 11 limited, including 6 inverted.
ANET appears in 46 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).