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 VRT, point-in-time, ready for upstream clustering.
today 443 events naming VRT in the 130-day window where every layer has coverage (1,068 in the full L0 corpus). Sources: NewsAPI, Finnhub news + transcripts, Reddit, X-amplification, SEC filings.
events per day naming VRT 443 total · peak 31 on 04-22
Peak day sample: “Vertiv Reports Strong First Quarter with Diluted EPS Growth of 136% (Adjusted Diluted EPS Growth of +83%); Raises Full-Year Guidance”
Some gaps 26 of 130 days in this window had zero events for VRT — longest gap 5 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 VRT inside a named narrative each day — and tracks when its center of mass shifts to a different one.
today Primary cluster: “coreweave / earnings / vertiv” . Density (7d): 0.174 (momentum +0.018 , novelty 0.29 ). Cluster labels are auto-generated from the full event neighborhood — actor membership reflects shared AI-sector coverage, not exclusive company-specific coverage.
VRT’s primary cluster over time 100 distinct clusters · 114 transitions
Colored band = primary cluster label. Line = semantic_density_7d. Cluster transitions are where the actor’s narrative center of mass shifted.
2026-01-05
AI investment strategies for 2026
2d in this narrative
2026-02-11
AI-driven semiconductor market dynamics
1d in this narrative
2026-03-19
Market Sentiment and Investment Strategies
1d in this narrative
2026-04-27
Earnings season insights and stock analysis
3d 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 VRT's narrative position into a directional thesis with conviction — a daily forward expectation.
today Latest: mixed rotational at conviction 0.60 . “VRT's narrative strength in AI infrastructure is not translating into price gains, a pattern consistent with the field context of 'story not being paid'. The company's backlog conversion for liquid-cooling installations is critical, but demand pull for datacenter power equipment ”
VRT’s daily expectation 128 days · direction = bar color · conviction = bar height
2025-11-26 · mixed_rotational · conv 0.40 — The next 1-2 months may see continued uncertainty as VRT navigates a challenging narrative environment, with mixed signals from the broader sector. Given the unclear state and negative dislocation score, caution is warranted. 2025-11-28 · bullish_continuation · conv 0.75 — In the next 1-2 months, VRT is expected to capitalize on its liquid-cooling backlog while navigating demand pull in datacenter power equipment. The current price-led state suggests potential for further growth as lead times normalize. 2025-12-01 · bullish_continuation · conv 0.70 — In the next 1-2 months, VRT is expected to capitalize on increasing demand for liquid cooling solutions as the AI infrastructure market expands. The positive relative performance suggests strong momentum, even amidst a challenging narrative dislocation. 2025-12-02 · bullish_continuation · conv 0.70 — In the next 1-2 months, VRT is expected to benefit from a growing backlog conversion in liquid cooling and increasing demand for datacenter power equipment, supporting a bullish trajectory. 2025-12-03 · bullish_continuation · conv 0.75 — The structural indicators suggest a continued upward trajectory in demand for cooling solutions in AI data centers, supported by improving narrative and dislocation scores. Expect further price appreciation as backlog conversion progresses. 2025-12-04 · bullish_continuation · conv 0.75 — With a solid narrative score and positive NDS, VRT is well-positioned for continued growth in the AI infrastructure sector. Expect price performance to follow this strengthening narrative in the next couple of months. 2025-12-05 · bullish_continuation · conv 0.75 — The structural indicators suggest a continued positive trajectory in the next 1-2 months, driven by backlog conversion and sustained demand for AI data center power solutions. The early state indicates potential for further gains. 2025-12-08 · bullish_continuation · conv 0.70 — The structural state indicates a continued bullish outlook for VRT, driven by strong narrative support and improving demand metrics. Expect further upward trajectory as backlog conversion progresses. 2025-12-09 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued repricing as the market adjusts to the backlog conversion and demand dynamics in AI data centers. The narrative remains strong, but the relative performance is lagging behind peers. 2025-12-10 · inflection_pending · conv 0.65 — In the next 1-2 months, VRT is likely to experience a stabilization phase as it navigates current repricing pressures. The demand for power and cooling solutions in AI data centers remains robust, but the market is still adjusting to recent narrative shifts. 2025-12-11 · bearish_continuation · conv 0.70 — Given the current repricing state and the narrative of power and cooling for AI data centers, VRT is likely to continue facing pressure as the market has not yet recognized the underlying demand. The next 1-2 months may see limited upside as price remains disconnected from narrat 2025-12-12 · bearish_continuation · conv 0.70 — VRT is experiencing a divergence where a strong narrative around its power and cooling solutions for AI data centers is not translating into price appreciation. The recent NDS suggests potential for further negative relative performance in the near term. 2025-12-15 · bearish_continuation · conv 0.70 — VRT is likely to continue facing headwinds as the narrative around its liquid-cooling and datacenter power equipment offerings remains unrecognized by the market. The divergence between narrative strength and relative price performance suggests further downside risk in the near t 2025-12-16 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued pressure on VRT's price as strong narrative support fails to materialize into gains. The divergence trend suggests ongoing challenges in the market perception of its value. 2025-12-17 · bearish_continuation · conv 0.70 — Given the persistent divergence and negative relative return, VRT is likely to continue facing challenges in gaining traction despite a solid narrative. The next couple of months may see limited upside. 2025-12-18 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued price weakness as the positive narrative around liquid-cooling and data center demand fails to translate into stock performance, reflecting a broader divergence theme in the sector. 2025-12-19 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued repricing as the narrative stabilizes, but the negative relative return suggests caution. Market dynamics around power and cooling solutions for AI data centers will be critical. 2025-12-22 · inflection_pending · conv 0.65 — The next 1-2 months may see increased focus on backlog conversion as demand for power and cooling solutions stabilizes. The repricing state suggests potential for upward movement, but caution is warranted due to recent divergences in narrative and relative performance. 2025-12-23 · inflection_pending · conv 0.70 — The structural picture indicates a potential for continued growth as backlog conversion and demand pull for power equipment normalize. However, the current early state suggests caution as pricing may still be adjusting. 2025-12-24 · mixed_rotational · conv 0.65 — In the next 1-2 months, VRT may experience fluctuations due to mixed signals in demand for AI infrastructure, with potential for backlog conversion. However, lead-time normalization in equipment supply may pose challenges. 2025-12-26 · inflection_pending · conv 0.65 — The next 1-2 months may see a stabilization as the narrative surrounding liquid-cooling backlog conversion and datacenter demand normalizes. However, the ongoing divergence in the narrative suggests potential volatility. 2025-12-29 · neutral_macro · conv 0.40 — The structural data indicates a stabilization phase for VRT, with a macro state suggesting limited momentum. Expect cautious movements as conversion of backlog and demand pull normalize. 2025-12-30 · inflection_pending · conv 0.40 — The next 1-2 months may see continued uncertainty as demand dynamics for AI infrastructure evolve, particularly in liquid cooling and power equipment. A cautious approach is warranted due to mixed signals in narrative and market response. 2025-12-31 · inflection_pending · conv 0.40 — The next 1-2 months appear to be characterized by uncertainty in demand and narrative coherence, suggesting cautious navigation is required. A potential inflection point may arise as backlog conversion and supply normalizations take shape. 2026-01-02 · inflection_pending · conv 0.65 — The confirmed state suggests a potential stabilization in narrative and relative performance, yet the negative narrative dislocation score indicates caution. Expect fluctuations as the market digests recent trends and macro conditions. 2026-01-05 · bullish_continuation · conv 0.70 — The current early state suggests a positive trajectory as the market begins to recognize the demand for power and cooling solutions in AI data centers. Continued backlog conversion and normalization of lead times could further enhance performance over the next couple of months. 2026-01-06 · bullish_continuation · conv 0.80 — The structural picture indicates a positive trajectory, with a confirmed state suggesting continued demand for power and cooling solutions in AI data centers. Expect a bullish continuation as backlog conversion progresses. 2026-01-07 · bullish_continuation · conv 0.75 — VRT is showing early signs of positive momentum with a strengthening narrative and improving NDS. Continued demand for liquid-cooling solutions may support upward price movement in the near term. 2026-01-08 · bearish_continuation · conv 0.70 — As of January 8, 2026, VRT is experiencing a repricing phase with a strong narrative but lagging price performance. The outlook suggests continued pressure as market dynamics shift away from AI-infrastructure leaders. 2026-01-09 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued divergence as the strong narrative around power and cooling for AI data centers fails to lift the stock price. Despite positive developments, the market appears to be skeptical. 2026-01-12 · bearish_continuation · conv 0.70 — The 1-2 month outlook suggests continued repricing pressures as narrative strength fails to translate into price movement. The divergence with sector peers indicates potential further downward adjustments. 2026-01-13 · bearish_continuation · conv 0.65 — In the near term, VRT may continue to face pressure as it navigates a repricing phase, exacerbated by the broader divergence in the AI infrastructure sector. The narrative surrounding liquid-cooling backlog conversion and demand for datacenter power equipment has not yet translat 2026-01-14 · bearish_continuation · conv 0.70 — In the next 1-2 months, VRT is likely to face continued pricing pressures as the narrative around cooling solutions falls short. The backlog may not convert fast enough to offset current repricing trends. 2026-01-15 · bearish_continuation · conv 0.75 — As of mid-January 2026, VRT is experiencing significant pricing pressure with a negative narrative dislocation score. The trajectory suggests continued challenges in converting backlog and meeting demand, which may lead to further declines in price performance over the next coupl 2026-01-16 · inflection_pending · conv 0.65 — The near-term outlook suggests a potential for continued volatility as the price remains ahead of the narrative. The recent negative NDS indicates caution, but there may be opportunities for recovery if structural conditions stabilize. 2026-01-20 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued pressure on VRT's price as the narrative remains weak and the negative narrative dislocation score indicates potential challenges in converting backlog to sales. A focus on AI data center demands may not be sufficient to drive recovery. 2026-01-21 · bearish_continuation · conv 0.65 — In the next 1-2 months, VRT is likely to continue facing challenges as the narrative around its AI infrastructure offerings fails to translate into price movement. The negative narrative dislocation score suggests potential headwinds. 2026-01-22 · bearish_continuation · conv 0.70 — As VRT remains price-led with a negative narrative dislocation score, further price pressure is likely in the near term. The divergence within the sector suggests that positive narratives are unlikely to translate into price gains soon. 2026-01-23 · mixed_rotational · conv 0.40 — In the next 1-2 months, VRT may continue to face challenges in translating its positive narrative into price appreciation, given the current price-led state and negative NDS. The potential for divergence with peers suggests a cautious outlook. 2026-01-26 · mixed_rotational · conv 0.40 — In the next 1-2 months, VRT may experience continued mixed signals as macro conditions weigh on sentiment despite its strong narrative potential in AI infrastructure. The divergence cluster indicates a challenging environment for price appreciation. 2026-01-27 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued price-led behavior with limited narrative support, suggesting a potential decline in momentum. The backlog in liquid cooling may not translate into immediate price recovery. 2026-01-28 · neutral_macro · conv 0.40 — Expect continued macro pressures to influence the stock, with potential for stabilization as backlog conversion and supply demand adjust. The trajectory appears uncertain in the near term. 2026-01-29 · bearish_continuation · conv 0.70 — Given the persistent price-led state and negative narrative dislocation score, VRT is likely to face continued downward pressure in the near term. The backlog conversion may not sufficiently counteract the current narrative challenges. 2026-01-30 · mixed_rotational · conv 0.40 — VRT's short-term outlook appears uncertain as it experiences a macro-driven narrative dislocation. While demand for AI infrastructure remains, recent price movements indicate a struggle to align with positive narrative momentum. 2026-02-02 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued price pressure as the narrative around AI infrastructure struggles to translate into positive price movements. The backlog conversion and demand pull may not be sufficient to offset existing market dislocation. 2026-02-03 · bearish_continuation · conv 0.70 — Given the macro pressures and declining narrative strength, VRT is likely to see continued price challenges in the near term. The divergence from positive narrative signals suggests that any recovery may be muted. 2026-02-04 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued price pressure as the narrative around AI infrastructure fails to translate into market performance. Repricing dynamics suggest a challenging environment ahead. 2026-02-05 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure on prices as the narrative around AI infrastructure struggles to translate into positive market performance. The backlog conversion and demand pull may not be sufficient to offset negative sentiment. 2026-02-06 · bearish_continuation · conv 0.70 — The structural picture indicates ongoing price pressure, with a narrative that is failing to translate into positive price action. A bearish continuation is likely as the market grapples with broader sector challenges. 2026-02-09 · bearish_continuation · conv 0.70 — The structural picture indicates continued price-led pressure with a narrative that is failing to translate into price traction. Expect further consolidation in the near term as market sentiment remains cautious. 2026-02-10 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued price pressure as narrative dislocation persists, indicating potential challenges in demand for power and cooling solutions in AI data centers. 2026-02-11 · bullish_continuation · conv 0.75 — Given the confirmed state and a strong narrative around power and cooling for AI data centers, VRT is positioned for continued upward momentum in the next 1-2 months. The backlog conversion in liquid cooling and demand pull in datacenter power equipment should support this growth 2026-02-12 · bullish_continuation · conv 0.75 — The structural picture indicates a continued bullish trend over the next 1-2 months, driven by solid demand for liquid-cooling solutions and a favorable AI data center mix. Recent confirmation of narrative strength supports this outlook. 2026-02-13 · mixed_rotational · conv 0.65 — While VRT's narrative strength is confirmed, the negative narrative dislocation score indicates potential headwinds. The trajectory suggests a cautious outlook as the market digests recent price movements. 2026-02-17 · inflection_pending · conv 0.65 — The next 1-2 months may see volatility as the market assesses the impact of the current narrative dislocation. A cautious approach is warranted as the supply-demand dynamics remain uncertain. 2026-02-18 · inflection_pending · conv 0.65 — While VRT has a solid narrative backing, the declining narrative dislocation score suggests potential challenges ahead. The recent confirmed state indicates resilience, but the broader divergence in the sector may limit upside in the near term. 2026-02-19 · inflection_pending · conv 0.65 — The current repricing state suggests a potential stabilization in the near term as backlog conversion and demand pull for power equipment may balance out pricing pressures. However, the narrative remains under scrutiny, indicating possible volatility ahead. 2026-02-20 · inflection_pending · conv 0.65 — The next 1-2 months may see stabilization as the narrative pressure remains low but positive relative performance suggests potential for a rebound. Key factors include backlog conversion and demand normalization. 2026-02-23 · bearish_continuation · conv 0.75 — Given the current price-led state and negative narrative dislocation score, VRT is likely to face continued price pressure over the next 1-2 months. The backlog conversion may not be sufficient to counter the broader negative sentiment in the AI infrastructure sector. 2026-02-24 · mixed_rotational · conv 0.65 — The upcoming months are likely to see volatility as VRT navigates macro pressures and mixed narrative signals. The backlog conversion and demand normalization will be crucial in shaping performance. 2026-02-25 · inflection_pending · conv 0.65 — The near-term outlook suggests potential volatility as the price-led state indicates a disconnect from the narrative. Attention should be given to backlog conversion and demand pull normalization in the coming weeks. 2026-02-26 · inflection_pending · conv 0.65 — The next 1-2 months may see a stabilization as the narrative around power and cooling for AI data centers remains flat, yet the recent price performance indicates potential for upward movement if demand begins to pick up. Watch for shifts in backlog conversion and lead-time norma 2026-02-27 · bearish_continuation · conv 0.70 — The near-term outlook suggests continued price-led weakness as the narrative pressure diminishes. A potential shift to a macro-driven state may be on the horizon. 2026-03-02 · bearish_continuation · conv 0.70 — The next 1-2 months are likely to see continued price pressure as the narrative struggles to regain strength. Demand for power and cooling solutions may not translate into immediate market confidence. 2026-03-03 · mixed_rotational · conv 0.65 — The next 1-2 months may see volatility as the narrative around AI infrastructure strengthens, but the repricing state indicates potential challenges in translating this into price appreciation. Watch for backlog conversions and demand pull in datacenter supply. 2026-03-04 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued repricing as price remains lagging despite a strong narrative in AI infrastructure. Demand for liquid cooling and datacenter power equipment may not yet translate into price appreciation. 2026-03-05 · inflection_pending · conv 0.65 — The next 1-2 months may see continued repricing as the narrative around liquid-cooling backlog conversion and datacenter power equipment normalizes. However, the lagging price against a strong narrative may create volatility. 2026-03-06 · inflection_pending · conv 0.65 — With a narrative score on the rise, VRT appears to be approaching a potential inflection point. The current repricing state suggests a reevaluation of its market position, driven by demand for AI data center infrastructure. 2026-03-09 · bullish_continuation · conv 0.75 — With the current narrative indicating strong demand for power and cooling solutions, VRT is positioned for growth. The backlog conversion and normalization of supply lead times should support positive momentum in the next couple of months. 2026-03-10 · bullish_continuation · conv 0.75 — With a confirmed narrative and a positive relative return, VRT is positioned for continued strength as the backlog conversion in liquid cooling and the demand for datacenter power equipment normalize. Expect further upward momentum in the coming months. 2026-03-11 · bullish_continuation · conv 0.75 — The next 1-2 months are likely to see continued strength in VRT's narrative, supported by confirmed demand in power and cooling solutions for AI data centers, despite some macro pressures. The backlog conversion should further bolster performance. 2026-03-12 · bullish_continuation · conv 0.75 — VRT is positioned for continued growth as demand for power and cooling solutions in AI data centers remains strong. The confirmed state suggests a favorable outlook despite recent fluctuations in narrative strength. 2026-03-13 · neutral_macro · conv 0.60 — In the next 1-2 months, VRT is likely to experience a period of stabilization as it navigates mixed demand signals for AI infrastructure. The current backlog conversion and demand pull for datacenter power equipment may support steady performance. 2026-03-16 · bullish_continuation · conv 0.75 — The structural picture indicates a positive momentum with repricing underway, suggesting continued strength in demand for AI infrastructure. Expect gradual improvement over the next couple of months as backlog conversion progresses. 2026-03-17 · inflection_pending · conv 0.65 — The next 1-2 months may see volatility as the repricing state indicates potential for adjustment while the narrative remains mixed. Demand pull in AI infrastructure could influence upward movement if backlog conversion progresses. 2026-03-18 · mixed_rotational · conv 0.65 — The next 1-2 months will likely see continued volatility as VRT navigates a repricing phase, with potential for narrative shifts driven by backlog conversion and demand normalization in datacenter power equipment. 2026-03-19 · mixed_rotational · conv 0.40 — As of now, VRT is facing macroeconomic pressures with a negative narrative dislocation score, suggesting potential challenges ahead. However, recent relative performance indicates some resilience, hinting at a mixed outlook over the next couple of months. 2026-03-20 · inflection_pending · conv 0.65 — The next 1-2 months may see a stabilization as the repricing phase balances against macro pressures. Continued focus on backlog conversion and demand normalization will be critical. 2026-03-23 · mixed_rotational · conv 0.65 — In the next 1-2 months, VRT is likely to continue experiencing repricing pressures while demand for power and cooling solutions in AI data centers stabilizes. A cautious approach is warranted due to the mixed signals in narrative and relative performance. 2026-03-24 · bullish_continuation · conv 0.70 — The structural indicators suggest a positive trajectory with increasing narrative strength, likely driven by backlog conversion and demand pull in datacenter power equipment. Expect continued upward momentum in the coming months. 2026-03-25 · bullish_continuation · conv 0.75 — With a confirmed narrative and positive return relative to the benchmark, VRT is poised for continued strength in the AI infrastructure sector. The backlog conversion and demand for power equipment should support growth in the coming months. 2026-03-26 · inflection_pending · conv 0.60 — VRT is experiencing a repricing phase with narrative strength improving but price lagging behind. The next couple of months may see volatility as the market assesses the conversion of backlog and demand dynamics in AI infrastructure. 2026-03-27 · bullish_continuation · conv 0.70 — With a strong narrative and positive NDS, VRT is positioned for upward momentum in the coming months. The ongoing backlog conversion and demand in AI data centers should support price recovery. 2026-03-30 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued repricing pressures as the narrative surrounding AI infrastructure struggles to translate into price movement. The current divergence in the sector suggests potential volatility ahead. 2026-03-31 · inflection_pending · conv 0.70 — The next 1-2 months are likely to see volatility as the divergence state indicates a disconnect between narrative and market performance. Continued focus on backlog conversion and demand normalization could provide upward momentum. 2026-04-01 · bearish_continuation · conv 0.70 — The next 1-2 months may see continued challenges as VRT's positive narrative fails to translate into price movement, indicating persistent divergence in the market. The backlog conversion and demand pull may take time to reflect in the stock's performance. 2026-04-02 · bullish_continuation · conv 0.75 — With a positive narrative score and early state classification, VRT is poised for continued upward momentum in the near term. The backlog conversion and demand for datacenter power equipment should further support this trajectory. 2026-04-06 · bullish_continuation · conv 0.70 — The structural picture indicates a continued repricing trend, supported by strong narrative metrics. Expect gradual improvement in valuation as backlog conversion and demand for power equipment normalize. 2026-04-07 · bullish_continuation · conv 0.75 — With a confirmed state and positive narrative momentum, VRT is likely to maintain its upward trajectory in the coming months, driven by demand for power and cooling solutions in AI data centers. 2026-04-08 · bearish_continuation · conv 0.65 — In the next 1-2 months, VRT may face continued price pressure despite confirmed narrative support, as broader sector challenges persist. The divergence between narrative strength and price performance suggests potential for further repricing. 2026-04-09 · mixed_rotational · conv 0.65 — VRT appears to face price pressure despite a confirmed narrative, reflecting broader sector challenges. The next couple of months may see fluctuations as the company navigates its backlog and demand dynamics. 2026-04-10 · mixed_rotational · conv 0.65 — VRT is expected to face challenges as the broader software sector struggles under narrative pressure, despite its confirmed status and positive relative return. The current narrative may not sufficiently support price growth in the near term. 2026-04-13 · mixed_rotational · conv 0.65 — VRT appears to be maintaining a confirmed state despite broader sector pressures, with a solid narrative around its backlog conversion. However, the negative NDS suggests potential headwinds that could impact momentum in the coming months. 2026-04-14 · mixed_rotational · conv 0.65 — In the next 1-2 months, VRT may face challenges due to the broader software sector's price pressure, despite solid demand for AI infrastructure. The focus on liquid-cooling backlog conversion will be crucial for maintaining momentum. 2026-04-15 · bullish_continuation · conv 0.75 — With an early state and a strong narrative score, VRT is positioned for continued positive momentum. The backlog conversion and demand pull for power equipment suggest a favorable outlook in the coming months. 2026-04-16 · inflection_pending · conv 0.70 — As VRT enters a repricing phase, the strong narrative coupled with a high NDS indicates potential for upward momentum. However, the recent relative performance suggests caution as market conditions normalize. 2026-04-17 · inflection_pending · conv 0.65 — VRT's current repricing state suggests potential for stabilization in the coming months. Continued focus on backlog conversion and demand normalization could support a positive trajectory if narrative strength holds. 2026-04-20 · neutral_macro · conv 0.65 — Over the next 1-2 months, VRT is expected to maintain its repricing phase with a stable narrative backdrop. The lack of significant external pressures suggests a period of consolidation as market participants adjust to its current valuation. 2026-04-21 · bearish_continuation · conv 0.70 — The outlook suggests continued repricing pressure with the narrative around AI data centers failing to translate into price movement. Expect this trend to persist as market participants remain skeptical about the conversion of strong backlog into tangible results. 2026-04-22 · bearish_continuation · conv 0.70 — VRT is likely to experience continued pricing pressure in the near term as the narrative around AI infrastructure fails to translate into price performance. The divergence from stronger peers suggests a challenging outlook for the next couple of months. 2026-04-23 · mixed_rotational · conv 0.65 — The structural picture shows a confirmed state with a strong narrative, but ongoing divergence in the sector may limit upside potential in the near term. Watch for changes in market sentiment as backlog conversion progresses. 2026-04-24 · bullish_continuation · conv 0.75 — The structural indicators suggest continued strength in demand for AI data center power solutions, with a positive narrative and favorable dislocation score. Expect a bullish trajectory over the next couple of months as backlog conversion gains traction. 2026-04-27 · bearish_continuation · conv 0.70 — VRT is facing ongoing challenges with price not reflecting its positive narrative. The repricing state suggests continued pressure in the near term as market sentiment remains cautious. 2026-04-28 · bearish_continuation · conv 0.70 — Over the next 1-2 months, VRT is likely to face ongoing pricing challenges despite a strong narrative around its power and cooling solutions for AI data centers. The divergence in performance relative to peers suggests a continued struggle to convert positive narrative into price 2026-04-29 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued repricing pressure as the narrative surrounding power and cooling for AI data centers remains strong, yet fails to translate into price appreciation. The divergence with peers indicates broader sector challenges. 2026-04-30 · bearish_continuation · conv 0.65 — The current repricing state suggests continued pressure on the stock, with demand pull from datacenter power equipment mitigating some risks. Expect further adjustments as the market normalizes lead times. 2026-05-01 · bearish_continuation · conv 0.65 — The next 1-2 months are expected to see continued repricing as the positive narrative around liquid-cooling and datacenter demand does not translate into price movement. Caution is advised as the divergence from peer performance persists. 2026-05-04 · inflection_pending · conv 0.65 — The next 1-2 months may see a stabilization as the repricing phase continues, but the narrative strength suggests potential for upward movement if demand for AI infrastructure remains robust. 2026-05-05 · mixed_rotational · conv 0.65 — VRT's confirmed narrative around power and cooling for AI data centers suggests potential for recovery, but the negative narrative dislocation score indicates ongoing challenges. Expect fluctuations as the market evaluates supply-demand dynamics. 2026-05-06 · bearish_continuation · conv 0.75 — The structural picture indicates ongoing price pressure despite a confirmed narrative. The backlog conversion and supply dynamics may not be sufficient to overcome the negative sentiment in the sector over the next 1-2 months. 2026-05-07 · bearish_continuation · conv 0.65 — The next 1-2 months may see continued pricing pressures as the structural divergence with narrative strength remains. The backlog conversion and demand pull may not be sufficient to counteract the price lag. 2026-05-08 · bearish_continuation · conv 0.65 — The next 1-2 months are likely to see continued pricing pressure as the narrative around AI infrastructure struggles to translate into positive price movement. The current repricing state suggests that despite some positive narrative indicators, underlying price dynamics remain w 2026-05-11 · mixed_rotational · conv 0.65 — The next 1-2 months may witness a stabilization in VRT's price as it navigates through mixed market sentiments while confirming its narrative. Continued demand for liquid-cooling solutions could support growth despite broader sector challenges. 2026-05-12 · inflection_pending · conv 0.65 — With a recent shift to an early state, VRT's narrative around power and cooling for AI data centers is gaining traction, but the price has yet to fully reflect this. Continued focus on backlog conversion and supply normalization could drive future gains. 2026-05-13 · bearish_continuation · conv 0.70 — The current repricing state indicates continued challenges in translating positive narrative into price performance. Expect further price lag in the coming months as backlog conversion and demand pull normalize. 2026-05-14 · inflection_pending · conv 0.65 — VRT's confirmed narrative around cooling solutions for AI data centers suggests potential for stability, but broader sector pressures may limit upside. The recent divergence in relative performance indicates a critical moment for price action. 2026-05-15 · bearish_continuation · conv 0.70 — Given the current structural dislocation and confirmed narrative, VRT is likely to face continued price challenges in the near term. The divergence in narrative and price performance suggests a bearish outlook over the next 1-2 months. 2026-05-18 · bearish_continuation · conv 0.70 — The divergence state suggests continued difficulty in translating positive narrative into price movement. Expect potential further declines as market sentiment remains cautious. 2026-05-19 · inflection_pending · conv 0.70 — VRT is currently experiencing a divergence where its narrative strength, particularly around AI data center power and cooling, is not translating into price appreciation. The recent shift to a 'story not being paid' state suggests that while the narrative around AI infrastructure 2026-05-20 · mixed_rotational · conv 0.60 — VRT's narrative strength in AI infrastructure isn't translating into price appreciation, as evidenced by its current divergence state and a +31.1 NDS. Despite a robust narrative around power and cooling solutions for AI data centers, the stock is underperforming the broader tape. 2026-05-21 · bearish_continuation · conv 0.70 — VRT is experiencing a significant divergence between its strong narrative and declining relative performance, with a narrative dislocation score reaching +106.3 and a relative return of -14.46% vs the broad tape. This suggests that despite the demand for AI data center infrastruc 2026-05-24 · inflection_pending · conv 0.70 — VRT is currently experiencing a significant divergence, with its narrative leading the price by a wide margin. The company's backlog in liquid-cooling solutions for AI data centers suggests strong underlying demand, but market recognition is lagging, as evidenced by the negative 2026-05-25 · bullish_continuation · conv 0.70 — VRT's narrative strength, driven by the demand for liquid-cooling solutions in AI data centers, continues to outpace its market performance, as evidenced by a high NDS of +92.7. This divergence suggests that once the backlog of liquid-cooling orders begins to convert into revenue 2026-05-26 · inflection_pending · conv 0.70 — VRT's narrative strength, driven by demand for liquid-cooling solutions in AI data centers, continues to outpace its stock performance, creating a significant dislocation. The current divergence suggests a potential upward revaluation if backlog conversions materialize and supply 2026-05-28 · inflection_pending · conv 0.70 — VRT's narrative strength around AI data center cooling solutions is not translating into price appreciation, as seen in its divergence state and NDS of +75.6. The backlog conversion of liquid-cooling orders remains critical to resolving this dislocation. If the company can demons 2026-05-29 · mixed_rotational · conv 0.60 — VRT is currently in a repricing state with its narrative leading the price, as evidenced by a positive NDS of +49.3. The key challenge remains converting its liquid-cooling backlog into revenue amid demand fluctuations for datacenter power equipment like switchgear and UPS. In th 2026-05-31 · mixed_rotational · conv 0.60 — VRT is currently in a repricing state with its narrative leading the price, suggesting that the market has yet to fully appreciate the demand for its power and cooling solutions in AI data centers. However, the company's liquid-cooling backlog conversion is critical to driving im 2026-06-01 · mixed_rotational · conv 0.60 — VRT's narrative strength in AI infrastructure is not translating into price gains, a pattern consistent with the field context of 'story not being paid'. The company's backlog conversion for liquid-cooling installations is critical, but demand pull for datacenter power equipment Each bar = one day’s forward expectation. Green = bullish, red = bearish, grey = neutral. Bar height = model conviction at parse time (not a calibrated probability).
2025-11-26 FIRST
mixed rot. 0.40
“The next 1-2 months may see continued uncertainty as VRT navigates a challenging narrative environment, with mixed signals from the broader sector. Given the unclear state and negative dislocation score, caution is warranted.”
2026-01-05
bullish cont. 0.70
“The current early state suggests a positive trajectory as the market begins to recognize the demand for power and cooling solutions in AI data centers. Continued backlog conversion and normalization of lead times could further enhance performance over the next couple of months.”
2026-02-11
bullish cont. 0.75
“Given the confirmed state and a strong narrative around power and cooling for AI data centers, VRT is positioned for continued upward momentum in the next 1-2 months. The backlog conversion in liquid cooling and demand pull in datacenter power equipment should support this growth”
2026-03-19
mixed rot. 0.40
“As of now, VRT is facing macroeconomic pressures with a negative narrative dislocation score, suggesting potential challenges ahead. However, recent relative performance indicates some resilience, hinting at a mixed outlook over the next couple of months.”
2026-04-27
bearish cont. 0.70
“VRT is facing ongoing challenges with price not reflecting its positive narrative. The repricing state suggests continued pressure in the near term as market sentiment remains cautious.”
2026-06-01 TODAY
mixed rot. 0.60
“VRT's narrative strength in AI infrastructure is not translating into price gains, a pattern consistent with the field context of 'story not being paid'. The company's backlog conversion for liquid-cooling installations is critical, but demand pull for datacenter power equipment ”
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 VRT's daily expectation summaries into a memory system. Theses you can follow for weeks, not snapshots that vanish overnight.
today 80 theses tracked over the window; 3 active today, 0 persistent (≥3 daily versions). Lifecycle events: born 80 · strengthened 0 · weakened 1 · contradicted 7 · retired 83.
VRT’s expectation theses 23 theses shown · 80 total
↑ Arista Networks growth and valuation analysis
↓ Utility stocks investment outlook
─ AI-driven growth and stock performance
↑ Tech giants navigate AI and regulation
↓ Nuclear energy investment and market dynamics
↓ Nvidia's AI Market Challenges and Opportunities
─ Nvidia's AI Market Challenges and Opportunities
↓ AI investment strategies and market outlook
↓ Tech Innovations in AI and Cloud
─ Earnings season and stock evaluations
─ Media Mergers and Regulatory Challenges
↓ AI stock market dynamics and trends
↑ Growth strategies in industrial tech
↑ Microsoft's AI Strategy and Market Position
─ Microsoft's AI Strategy and Market Position
↑ AI stock market dynamics and trends
─ Earnings season insights and stock analysis
↓ Analyst Ratings and Price Target Adjustments
─ AI efficiency breakthroughs and innovations
─ Energy sector growth and transactions
↓ AI investment landscape shifts
─ AI semiconductor market dynamics
↓ Market highs amid geopolitical tensions
● born▲ strengthened▼ weakened✕ contradicted○ retired
2026-01-05
1 active thesis
2026-02-11
1 active thesis
2026-03-19
4 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. VRT appears in 26 public regions and 7 limited, including 4 inverted.
VRT appears in 45 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
↓ Earnings season insights and stock analysis
n=46
43% (-4pp)
76% (+27pp)
15
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).