Run Detail: e5dd3b36
daily
completed
manual
120s
2026-02-25T00:22
Summary
- Market Regime
- NEUTRAL
- Overall Signal
- 0.151
- Num Buys
- 5
- Num Sells
- 0
- Risk Alerts
- ['CRITICAL bottleneck: TSMC CoWoS Packaging (85% severity)', 'CRITICAL bottleneck: HBM3e Supply (90% severity)']
- Used Synthetic Data
- False
- Data Warnings
- []
- Data Quality
- {'score': 0.75, 'grade': 'C', 'blocking': False, 'issues': [], 'metrics': [{'name': 'live_price_coverage', 'coverage': 1.0, 'threshold': 0.85, 'required': True, 'passed': True}, {'name': 'live_weekly_coverage', 'coverage': 1.0, 'threshold': 0.8, 'required': True, 'passed': True}, {'name': 'live_sentiment_coverage', 'coverage': 1.0, 'threshold': 0.4, 'required': False, 'passed': True}, {'name': 'live_valuation_coverage', 'coverage': 0.0, 'threshold': 0.6, 'required': False, 'passed': False}], 'provenance': {'prices': 'live', 'weekly_prices': 'live', 'sentiment': 'live', 'valuation': 'synthetic_or_missing'}}
- Data Provenance
- {'prices': 'live', 'weekly_prices': 'live', 'sentiment': 'live', 'valuation': 'synthetic_or_missing'}
- What Changed
- ['New buy candidates: AMKR, ENTG, GOOGL, NRG, TSM.']
What Changed
- New buy candidates: AMKR, ENTG, GOOGL, NRG, TSM.
Data Quality
- Score
- 0.75
- Grade
- C
- Blocking
- no
Narrative
# Daily AI Ecosystem Brief - 2026-02-25 **Market Regime:** NEUTRAL | **Overall Signal:** +0.151 ## Risk Alerts - CRITICAL bottleneck: TSMC CoWoS Packaging (85% severity) - CRITICAL bottleneck: HBM3e Supply (90% severity) ## Top Buy Signals | Ticker | Name | Signal | Conviction | Layer | Thesis | |--------|------|--------|------------|-------|--------| | NRG | NRG Energy | +0.54 | high | Secondary / Tertiary Beneficiaries | High bullish on NRG Energy (Secondary / Tertiary Beneficiari... | | GOOGL | Alphabet (GCP) | +0.51 | high | Cloud & Compute Platforms | High bullish on Alphabet (GCP) (Cloud & Compute Platforms, 2... | | AMKR | Amkor Technology | +0.46 | medium | Semiconductor Manufacturing | Medium bullish on Amkor Technology (Semiconductor Manufactur... | | ENTG | Entegris | +0.43 | medium | Raw Materials & Components | Medium bullish on Entegris (Raw Materials & Components, 55% ... | | TSM | TSMC | +0.43 | medium | Semiconductor Manufacturing | Medium bullish on TSMC (Semiconductor Manufacturing, 50% AI ... |
NRG
BUY
NRG Energy
Signal: 0.537
Conviction: high
Target Weight: 2.69%
Layer: Secondary / Tertiary Beneficiaries
Sleeve: core
Urgency: THIS_WEEK
High bullish on NRG Energy (Secondary / Tertiary Beneficiaries, 10% AI revenue). Signal: +0.54.
Risk: AI theme derating
GOOGL
BUY
Alphabet (GCP)
Signal: 0.507
Conviction: high
Target Weight: 2.54%
Layer: Cloud & Compute Platforms
Sleeve: core
Urgency: THIS_WEEK
High bullish on Alphabet (GCP) (Cloud & Compute Platforms, 25% AI revenue). Signal: +0.51.
Risk: Valuation compression
Catalysts:
- general: SerpApi fights back against Google lawsuit - Computerworld
- general: SerpApi Says Google Doesn't Own the Internet, Files Motion to Dismiss Web Scraping Lawsuit - And
AMKR
BUY
Amkor Technology
Signal: 0.457
Conviction: medium
Target Weight: 2.29%
Layer: Semiconductor Manufacturing
Sleeve: satellite
Urgency: THIS_WEEK
Medium bullish on Amkor Technology (Semiconductor Manufacturing, 45% AI revenue). Signal: +0.46.
Risk: Supply chain cyclicality
ENTG
BUY
Entegris
Signal: 0.434
Conviction: medium
Target Weight: 2.17%
Layer: Raw Materials & Components
Sleeve: satellite
Urgency: THIS_WEEK
Medium bullish on Entegris (Raw Materials & Components, 55% AI revenue). Signal: +0.43.
Risk: Supply chain cyclicality
Catalysts:
- earnings: Goldman Sachs Raises its Price Target on Entegris, Inc. (ENTG) to $95 and Maintains a Sell Ratin
TSM
BUY
TSMC
Signal: 0.427
Conviction: medium
Target Weight: 2.13%
Layer: Semiconductor Manufacturing
Sleeve: satellite
Urgency: THIS_WEEK
Medium bullish on TSMC (Semiconductor Manufacturing, 50% AI revenue). Signal: +0.43.
Risk: Supply chain cyclicality
| Ticker | Composite | Conviction | Direction | Daily | Weekly | Quarterly |
|---|---|---|---|---|---|---|
| NRG | 0.537 | high | long | 0.573 | 0.141 | 0.783 |
| GOOGL | 0.507 | high | long | 0.315 | 0.324 | 0.788 |
| AMKR | 0.457 | medium | long | 0.305 | 0.343 | 0.614 |
| ENTG | 0.434 | medium | long | -0.029 | 0.005 | 0.873 |
| TSM | 0.427 | medium | long | 0.517 | 0.114 | 0.630 |
| ASML | 0.424 | medium | long | 0.355 | 0.172 | 0.651 |
| MU | 0.417 | medium | long | 0.502 | 0.302 | 0.459 |
| ANET | 0.402 | medium | long | 0.130 | 0.381 | 0.513 |
| AME | 0.395 | medium | long | 0.291 | 0.042 | 0.639 |
| VST | 0.394 | medium | long | 0.186 | 0.332 | 0.471 |
| LITE | 0.383 | medium | long | 0.474 | 0.664 | 0.103 |
| CEG | 0.369 | medium | long | 0.502 | 0.149 | 0.484 |
| AMAT | 0.330 | medium | long | 0.207 | -0.025 | 0.661 |
| AMD | 0.314 | medium | long | -0.019 | 0.341 | 0.573 |
| QCOM | 0.300 | medium | long | 0.351 | 0.093 | 0.463 |
| CRDO | 0.291 | medium | long | 0.238 | 0.385 | 0.224 |
| CDNS | 0.288 | medium | long | -0.016 | 0.142 | 0.536 |
| PLTR | 0.238 | low | long | -0.024 | -0.136 | 0.983 |
| ETN | 0.236 | low | long | -0.333 | 0.175 | 0.703 |
| EMR | 0.227 | low | long | 0.075 | -0.214 | 0.712 |
| VRT | 0.219 | low | long | 0.245 | 0.273 | 0.162 |
| NVDA | 0.208 | low | long | 0.308 | 0.218 | 0.113 |
| CREE | 0.199 | low | long | 0.032 | -0.103 | 0.633 |
| KLAC | 0.192 | low | long | 0.043 | -0.013 | 0.418 |
| DLR | 0.190 | low | long | 0.081 | 0.168 | 0.246 |
| COHR | 0.190 | low | long | 0.415 | 0.370 | -0.046 |
| EQIX | 0.186 | low | long | 0.275 | 0.211 | 0.135 |
| COREWEAVE | 0.182 | low | long | -0.053 | -0.134 | 0.800 |
| LRCX | 0.170 | low | long | 0.033 | -0.017 | 0.376 |
| DIS | 0.142 | none | neutral | 0.030 | -0.115 | 0.477 |
| AVGO | 0.142 | none | neutral | 0.020 | 0.270 | 0.117 |
| PWR | 0.134 | none | neutral | 0.514 | 0.034 | 0.129 |
| MP | 0.133 | none | neutral | 0.233 | -0.012 | 0.204 |
| UNH | 0.119 | none | neutral | -0.359 | -0.072 | 0.497 |
| ORCL | 0.115 | none | neutral | -0.604 | 0.148 | 0.659 |
| MRVL | 0.101 | none | neutral | -0.100 | -0.089 | 0.588 |
| WMT | 0.101 | none | neutral | -0.046 | -0.302 | 0.512 |
| AMZN | 0.094 | none | neutral | 0.255 | -0.242 | 0.389 |
| DDOG | 0.092 | none | neutral | -0.380 | -0.432 | 0.945 |
| MKSI | 0.091 | none | neutral | -0.202 | 0.012 | 0.311 |
| SNPS | 0.079 | none | neutral | -0.032 | -0.125 | 0.363 |
| META | 0.077 | none | neutral | -0.130 | -0.063 | 0.412 |
| INTC | 0.072 | none | neutral | 0.184 | -0.082 | 0.219 |
| CAT | 0.061 | none | neutral | 0.003 | -0.063 | 0.217 |
| JPM | 0.057 | none | neutral | -0.209 | -0.029 | 0.246 |
| VEEV | 0.047 | none | neutral | 0.219 | -0.237 | 0.236 |
| TSLA | 0.039 | none | neutral | -0.018 | -0.274 | 0.389 |
| MSFT | 0.035 | none | neutral | -0.068 | -0.312 | 0.440 |
| ADSK | 0.026 | none | neutral | -0.153 | -0.206 | 0.370 |
| JNJ | 0.025 | none | neutral | 0.225 | -0.066 | 0.049 |
| SUMCO | 0.002 | none | neutral | 0.015 | 0.000 | 0.000 |
| GOOGL_FM | 0.000 | none | neutral | 0.000 | 0.000 | 0.000 |
| LTHM | 0.000 | none | neutral | 0.000 | 0.000 | 0.000 |
| META_FM | 0.000 | none | neutral | 0.000 | 0.000 | 0.000 |
| MSFT_FM | 0.000 | none | neutral | 0.000 | 0.000 | 0.000 |
| ARM | -0.001 | none | neutral | 0.210 | -0.271 | 0.087 |
| CRWD | -0.031 | none | neutral | -0.337 | -0.180 | 0.259 |
| BBAI | -0.042 | none | neutral | 0.235 | -0.452 | 0.078 |
| NOW | -0.049 | none | neutral | 0.069 | -0.474 | 0.198 |
| SNOW | -0.053 | none | neutral | -0.098 | -0.424 | 0.244 |
| PANW | -0.053 | none | neutral | -0.379 | -0.435 | 0.427 |
| CRM | -0.068 | none | neutral | 0.017 | -0.442 | 0.132 |
| ESTC | -0.078 | none | neutral | -0.117 | -0.441 | 0.180 |
| AI | -0.085 | none | neutral | 0.038 | -0.474 | 0.096 |
| MDB | -0.087 | none | neutral | -0.474 | -0.220 | 0.180 |
| CFLT | -0.109 | none | neutral | -0.423 | -0.301 | 0.139 |
| WDAY | -0.118 | none | neutral | -0.446 | -0.582 | 0.366 |