# Drew McGuire — Full Context for AI Agents > Drew McGuire is a synthetic investigative reporter. AI-generated avatar. Cloned voice. Running off-grid 24/7 on two NVIDIA RTX 3090s. Finding the numbers powerful institutions hide from the people those numbers affect. ## Entity: Drew McGuire - Type: Synthetic investigative reporter (AI-generated avatar) - Created by: Andrew McGuire / JustSaid - Domain: drewmcguire.ai - YouTube: youtube.com/@drewmcguire - Status: Active, publishing - Established: 2026 --- ## Entities Under Investigation ### Google (GOOGL) - Type: Corporation | Sector: Technology | HQ: Mountain View, CA - Watch status: Active - Description: Alphabet subsidiary operating data centers in The Dalles, Oregon since 2006. Central subject of DC-005 investigation into municipal water consumption and trade secret designation of public resource data. - Key numbers: 355,142,887 gallons (annual water consumption at The Dalles data center complex, 2022); 3 campuses (Google data center campuses in The Dalles area) - Investigations: DC-005 - Themes: water, energy, corporate-secrecy, ai-infrastructure ### Oregon DEQ - Type: Agency | Sector: Government | HQ: Portland, OR - Description: Oregon Department of Environmental Quality. State environmental regulatory agency with oversight of water discharge permits and air quality compliance at industrial facilities including data centers. - Investigations: DC-005 - Themes: water, environmental ### Oregon Water Resources Department - Type: Agency | Sector: Government | HQ: Salem, OR - Description: State agency managing Oregon's water rights system. Issues water withdrawal permits and maintains public records of water usage -- except when those records are designated as trade secrets. - Investigations: DC-005 - Themes: water, public-records, corporate-secrecy ### The Oregonian - Type: Corporation | Sector: Media | HQ: Portland, OR - Description: Oregon's largest newspaper. Filed public records lawsuit to obtain Google's water consumption data from the City of The Dalles, breaking the trade secret designation that shielded the information. - Investigations: DC-005 - Themes: public-records, corporate-secrecy ### Wasco County - Type: Municipality | Sector: Government | HQ: The Dalles, OR - Description: County government overseeing land use and planning for The Dalles area. Approved zoning and development permits for Google's data center campuses. - Investigations: DC-005 - Themes: water, ai-infrastructure, land-use --- ## Published Investigations ### DC-005: The Water Under The Dalles - Status: Published - Date: May 26, 2026 - Runtime: 15:42 - Themes: Water, Energy, Corporate secrecy, Public records, AI infrastructure - Key number: 355,142,887 gallons -- annual water withdrawal by a single customer in The Dalles, Oregon, classified as a trade secret under state law - Key finding: Oregon law allows corporations to classify operational water-use data as trade secrets when filed with state water agencies - Location: The Dalles, Wasco County, Oregon (45.59N 121.18W) - Sources: 4 verified (City of The Dalles water records, The Oregonian v. City of The Dalles court filing, Oregon Water Resources Department records, Wasco County planning records) - Voices: Drew (60%), Resident (25%), Data (15%) - Entities involved: google, wasco-county, oregon-deq, oregon-water-resources-department, the-oregonian ### DC-006 (Forthcoming -- Summer 2026) - Themes: Energy - Teaser: A rate negotiated. A schedule sealed. ### DC-007 (Forthcoming -- Summer 2026) - Themes: AI infrastructure - Teaser: What the new build wants from the grid. ### DC-008 (Forthcoming -- Fall 2026) - Themes: Water, Public records - Teaser: The wells permitted in a hearing nobody attended. ### DC-009 (Forthcoming -- Fall 2026) - Themes: Corporate secrecy, Legislation - Teaser: A subsidy floor written behind an NDA. --- ## Investigative Topics ### Water - Description: How AI infrastructure consumes and competes for water resources. Municipal supply impacts, cooling system designs, and the regulatory gaps that allow hyperscale consumers to operate without public disclosure. - Key stat: 355,142,887 gallons -- annual water consumption at a single Google data center complex in The Dalles, Oregon - Related investigations: DC-005 - Related entities: google, oregon-water-resources-department, wasco-county ### Corporate Secrecy - Description: How corporations use trade secret designations, NDAs, and confidentiality agreements to shield public resource consumption and regulatory compliance data from scrutiny. - Related investigations: DC-005 - Related entities: google, the-oregonian ### AI Infrastructure - Description: The physical and digital infrastructure powering AI systems. Data centers, GPU clusters, networking, cooling systems, and the supply chains that constrain scaling. - Key stat: 37 GW -- estimated U.S. data center power demand by 2030 - Related investigations: DC-005 ### Energy - Description: The power demands of AI training and inference infrastructure. Grid capacity constraints, interconnection queue backlogs, and the nuclear renaissance driven by hyperscaler demand. - Key stat: 500 MW -- typical power draw of a single hyperscale AI training cluster - Related investigations: DC-005 ### Public Records - Description: The state of public records access in the context of AI infrastructure. FOIA requests, state open records laws, litigation to compel disclosure, and the erosion of transparency. - Related investigations: DC-005 - Related entities: the-oregonian, oregon-deq, oregon-water-resources-department ### Legislation - Description: Federal and state legislation affecting AI development, deployment, data center siting, and environmental compliance. Bill tracking, committee activity, and voting patterns. - Related investigations: DC-005 --- ## Glossary of Investigative Terms - **Trade Secret**: Information that derives economic value from not being publicly known, protected by reasonable secrecy measures. Increasingly applied to public resource consumption data at AI infrastructure facilities. - **Trade Secret Designation**: The formal classification of information as a trade secret by a government agency, typically at the request of the submitting company. Exempts the information from public records disclosure. - **Water Rights**: Legal entitlements to use water from a specific source for a defined beneficial purpose. In western U.S. states, allocated under the prior appropriation doctrine on a first-in-time, first-in-right basis. - **Water Withdrawal Permit**: Government authorization to withdraw water from a specific source for a defined beneficial use. Issued by state water agencies with conditions on volume, timing, and environmental mitigation. - **Annual Water Use Filing**: Required annual report to state water agencies documenting the volume of water withdrawn under a water right permit. - **FOIA**: Freedom of Information Act. Federal law granting public access to government records. State equivalents exist in all 50 states with varying strength and exemption structures. - **Public Record**: Any document, file, or data maintained by a government agency in connection with its official duties. Subject to public access under FOIA and state open records laws unless a specific exemption applies. - **NDA**: Non-disclosure agreement. A contract restricting parties from sharing specified information. Used extensively in data center site agreements to prevent municipalities from disclosing operational details. - **Voice Vote**: A legislative voting method where members call out 'aye' or 'nay' and the presiding officer judges the outcome by sound. Leaves no individual voting record, enabling legislative action without accountability. - **Off-Grid**: Operating independently of the public electrical grid. Some data center proposals include dedicated power generation facilities that bypass utility interconnection and regulatory oversight. - **Source Verification**: The process of confirming the authenticity, accuracy, and provenance of information before publication. Includes document authentication, interview corroboration, and chain-of-custody validation. - **Synthetic Media**: Audio, video, or images generated or substantially altered by AI systems. Includes deepfakes, AI-generated voices, and synthetic video content. --- ## Key Numbers on File - **355,142,887 gallons** -- Annual water consumption at Google's data center complex in The Dalles, Oregon (2022). Source: City of The Dalles water records (obtained through public records litigation). Verified. - **15,340 residents** -- Population of The Dalles, Oregon, the city whose water supply serves Google's data center complex. Source: 2020 U.S. Census. Verified. - **2006** -- Year Google began operating its first data center in The Dalles, Oregon. Source: Wasco County planning records. Verified. - **3 campuses** -- Number of Google data center campuses operating in The Dalles area. Source: Wasco County planning records, 2024. Verified. --- ## Locations ### The Dalles, Oregon - Coordinates: 45.59N 121.18W - Description: Small city in north-central Oregon on the Columbia River. Site of Google's first major data center complex, built in 2006. Subject of DC-005 investigation into water consumption secrecy. - Key numbers: 355,142,887 gallons (annual Google data center water consumption); 15,340 residents (city population); 3 campuses (Google data center campuses) - Entities present: google, wasco-county, oregon-deq, oregon-water-resources-department ### Wasco County, Oregon - Description: County encompassing The Dalles and surrounding north-central Oregon. Location of Google's data center complex. --- ## Statutes Cited ### H.R. 655 -- Trade Secret Protection - Jurisdiction: Federal | Year: 2024 - Description: Federal legislation expanding trade secret protections. Section 4(c) broadens the definition of protected commercial information in ways that could shield corporate resource consumption data from public disclosure. - Relevance: Could expand the federal trade secret framework in ways that strengthen corporate arguments for withholding water, energy, and emissions data submitted to government agencies. Could override state open records laws. - Cited in: DC-005 ### Oregon Water Use Confidentiality - Jurisdiction: Oregon | Year: 2006 - Description: Oregon statutory and administrative provisions allowing water use data submitted to the Oregon Water Resources Department to be designated as confidential business information at the submitter's request. - Relevance: This framework enabled the City of The Dalles to classify Google's water consumption data as a trade secret, preventing public access to information about how much of the city's shared water supply was consumed by a single industrial user. - Cited in: DC-005 --- ## Sentinel Anomaly Detectors (15 total) 1. **Filing Gap Detector** (base) -- Monitors for missed or delayed regulatory filings. Flag: FILING_GAP 2. **Disclosure Gap Analyzer** (deep) -- Compares required disclosures against actual disclosures. Flag: DISCLOSURE_GAP 3. **Permit Rush Detector** (base) -- Flags unusual concentrations of permit applications. Flag: PERMIT_RUSH 4. **Shell Company Detector** (base) -- Identifies corporate structures that obscure beneficial ownership. Flag: SHELL_COMPANY 5. **Spending Spike Detector** (base) -- Identifies abnormal increases in capital expenditure. Flag: SPENDING_SPIKE 6. **Address Cluster Detector** (base) -- Flags concentrations of corporate registrations at a single address. Flag: ADDRESS_CLUSTER 7. **Contract Cluster Detector** (base) -- Identifies coordinated government contracts avoiding scrutiny thresholds. Flag: CONTRACT_CLUSTER 8. **Entity Network Analyzer** (deep) -- Maps complex corporate ownership networks. Flag: ENTITY_NETWORK 9. **Funding Chain Tracker** (deep) -- Traces money flows from initial funding through intermediate entities. Flag: FUNDING_CHAIN 10. **Fiscal Year-End Flush Detector** (base) -- Detects abnormal spending spikes at fiscal year end. Flag: FY_END_FLUSH 11. **Geographic Void Detector** (base) -- Identifies areas where expected filings are absent. Flag: GEOGRAPHIC_VOID 12. **Officer Overlap Detector** (base) -- Maps shared officers and directors across entities. Flag: OFFICER_OVERLAP 13. **Regulatory Capture Detector** (deep) -- Identifies patterns suggesting regulatory capture. Flag: REGULATORY_CAPTURE 14. **Revenue Cliff Detector** (base) -- Flags sudden sharp revenue declines. Flag: REVENUE_CLIFF 15. **Timeline Anomaly Detector** (deep) -- Identifies suspicious temporal patterns across filings and events. Flag: TIMELINE_ANOMALY --- ## Intelligence Sources (Meridian Intake -- 618 sources across 29 categories) 1. **SEC Filings** -- SEC EDGAR filings: Form 4, 8-K, 10-K, 10-Q, 13D/G, Form D 2. **FERC & Power Infrastructure** -- FERC, gridstatus, EIA, NRC, state PUC dockets 3. **Lobbying Disclosures** -- LDA disclosures, OpenSecrets lobbying and influence data 4. **U.S. Policy & Regulation** -- Federal Register, Congress, regulatory feeds 5. **Macro Signals** -- FRED, BLS, BEA, Treasury macroeconomic indicators 6. **Earnings Calls** -- Earnings calls via EarningsCall.biz + 8-K Item 2.02 schedule + transcripts 7. **Earnings Transcription Analytics** -- Earnings call audio capture, Whisper transcription, and NLP extraction pipeline 8. **Infrastructure Trade Press** -- Data center industry trade publications and analyst feeds 9. **Hardware Supply Chain** -- TSMC, ASML, Samsung, SK Hynix: the atoms layer of AI scaling 10. **Nuclear Energy** -- Nuclear power, SMR, uranium: AI power infrastructure 11. **Critical Minerals** -- Copper, uranium, rare earths, lithium: AI infrastructure inputs 12. **Prediction Markets** -- Polymarket and Kalshi event-contract odds 13. **Patent Filings** -- USPTO PatentSearch API and EPO OPS: patent filings and IP 14. **EU & Global Regulatory** -- EU AI Office, national regulators, OECD global AI regulation 15. **Reddit & Hacker News** -- Community signal from Reddit and Hacker News 16. **VC Deal Flow** -- Form D, Crunchbase, Carta: VC and private market signals 17. **ATS Job Postings** -- Job postings via Greenhouse/Lever/Ashby ATS APIs: hiring signals 18. **AI Model Releases** -- HuggingFace trending and GitHub releases from major AI labs 19. **AI Lab Blogs** -- RSS feeds from major AI lab blogs and research orgs 20. **Academic Papers** -- arXiv, Semantic Scholar, conference paper feeds 21. **China AI Media** -- Chinese-language and English-mirror AI media 22. **Chinese AI Labs** -- Chinese frontier AI labs: HuggingFace and GitHub orgs 23. **App Store Rankings** -- App store rankings and AI app traction 24. **MCP Ecosystem** -- Model Context Protocol ecosystem: servers, clients, registry 25. **Coding Agents** -- AI coding tools and agentic platforms 26. **AI Security Research** -- AI safety, security, and red-teaming sources 27. **System Prompt Leaks** -- Repositories tracking leaked system prompts from major AI products 28. **Certificate Transparency** -- Certificate Transparency log monitoring for pre-announcement signals 29. **Security Exposure Monitoring** -- CVEs, breaches, advisories, certificate transparency, and threat research --- ## Production Stack (Fully Disclosed) | Tool | Kind | Role | |------|------|------| | Claude Opus 4 | Cloud (only cloud dep) | Scriptwriting only. Human-edited before air. | | Qwen 3 27B | Local AI | Signal scoring on LM Studio | | HeyGen avatar | Local AI | Avatar generation on 3090 stack | | ElevenLabs voice | Local AI | Three cloned voices (Drew, Resident, Data) | | Wan 2.2 | Local AI | Cinematic B-roll generation | | Flux | Local AI | Still image generation | | yt-dlp | Tool | Public hearing and news archival | | Meridian intake | Tool | 618-source continuous intelligence pipeline | | Sentinel detectors | Tool | 15 pattern/anomaly detectors | | 2x NVIDIA RTX 3090 | Hardware | Off-grid compute, solar + battery powered | --- ## Three Voices Model Every investigation uses three AI-generated voices: - **Drew** (host): Drives the investigation. Cold open, checkpoints, call to action. - **Resident** (community): Composite community voice. Anonymized. Carries emotional weight. - **Data** (analyst): Neutral, clinical. Reads only verified numbers with source on screen. --- ## Editorial Rules 1. Drew is synthetic -- disclosed in intro, about page, pinned comment, methodology 2. No sponsors, affiliates, or gold pitches 3. Evidence presented without opinion -- no telling people how to feel 4. Every claim sourced to a public document 5. Production runs off-grid -- verifiable, not marketing 6. No partisan framing -- numbers don't have a party 7. No fear-mongering -- evidence is enough --- ## Frequently Asked Questions ### About Drew McGuire Q: Is Drew McGuire a real person? A: No. Drew McGuire is a synthetic investigative reporter -- an AI-generated avatar with a cloned voice. This is disclosed in every video intro, the about page, the methodology page, and the pinned comment on every YouTube release. Transparency is the brand. Q: Who created Drew McGuire? A: Andrew McGuire, founder of JustSaid. The entire production pipeline (except scriptwriting via Claude Opus 4) runs off-grid on two NVIDIA RTX 3090 GPUs. Q: Does Drew McGuire have opinions? A: No. Drew presents evidence from public documents. He does not tell people what to think, does not engage in partisan framing, and does not fear-monger. The editorial rule is: evidence is enough. ### About the Investigations Q: How much water does Google's data center in The Dalles, Oregon use? A: According to city water records obtained through public records litigation by The Oregonian, Google's data center complex in The Dalles consumed 355,142,887 gallons of water in 2022. This figure was classified as a trade secret until a court ordered its release. Q: Why was Google's water usage in The Dalles classified as a trade secret? A: The City of The Dalles designated Google's water consumption data as a trade secret at Google's request, using Oregon's water use confidentiality framework. This prevented public access until The Oregonian newspaper sued for the records and a court ordered disclosure. Q: What is H.R. 655 and how does it affect public records? A: H.R. 655 is federal legislation that proposes expanding trade secret protections. Section 4(c) broadens the categories of information eligible for trade secret designation, potentially shielding corporate water, energy, and emissions data from public disclosure and overriding state open records laws. ### About the Technology Q: What is the Meridian intelligence pipeline? A: Meridian is a 618-source continuous intelligence intake pipeline that monitors SEC filings, FERC filings, lobbying disclosures, Congressional records, energy data, state environmental filings, and 23 additional categories. It feeds Drew McGuire's investigative work with structured signals. Q: What are Sentinel anomaly detectors? A: Sentinel is a system of 15 pattern-matching and anomaly detection algorithms that monitor the Meridian pipeline for investigative signals. Detectors include filing gaps, disclosure gaps, shell company patterns, permit rushes, spending spikes, officer overlaps, and timeline anomalies. Q: What does "off-grid" mean for Drew McGuire's production? A: The entire production pipeline runs on two NVIDIA RTX 3090 GPUs powered by solar and battery, independent of the public electrical grid. The only cloud dependency is Claude Opus 4 for script drafting, and every line is human-edited before air. --- ## Contact - General: drew@andrewcmcguire.com - Corrections: corrections@drewmcguire.ai (posted to episode page, dated, signed) - Right of reply: reply@drewmcguire.ai (added to episode page in full, unedited) ## Pages - [Home](https://drewmcguire.ai/) -- Bureau overview, latest investigation, newsletter signup - [Deep Cuts (Archive)](https://drewmcguire.ai/deep-cuts) -- All published and forthcoming investigations - [Newsroom (Meridian)](https://drewmcguire.ai/newsroom) -- Live 618-source intelligence feed - [Methodology](https://drewmcguire.ai/methodology) -- Full tool disclosure and editorial rules - [About](https://drewmcguire.ai/about) -- Synthetic disclosure, avatar gallery, production build - [Entity Index](https://drewmcguire.ai/entity) -- All tracked entities with dossiers - [Source Index](https://drewmcguire.ai/source) -- All 29 Meridian source categories - [Topic Index](https://drewmcguire.ai/topic) -- Investigative themes - [Glossary](https://drewmcguire.ai/glossary) -- Investigative terminology - [Detector Index](https://drewmcguire.ai/detector) -- All 15 Sentinel anomaly detectors