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# ![@ChaosActual2025 Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1681047196454510594.png) @ChaosActual2025 FutureSHOCK

FutureSHOCK posts on X about stocks, infrastructure, investment, ford the most. They currently have XXX followers and XX posts still getting attention that total XXX engagements in the last XX hours.

### Engagements: XXX [#](/creator/twitter::1681047196454510594/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1681047196454510594/c:line/m:interactions.svg)

- X Week XXXXX +236%
- X Month XXXXX -XX%
- X Months XXXXXXX +237%
- X Year XXXXXXX +612%

### Mentions: X [#](/creator/twitter::1681047196454510594/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1681047196454510594/c:line/m:posts_active.svg)

- X Week XX +71%
- X Month XXX -XX%
- X Months XXX +15%
- X Year XXXXX +258%

### Followers: XXX [#](/creator/twitter::1681047196454510594/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1681047196454510594/c:line/m:followers.svg)

- X Week XXX -XXXX%
- X Month XXX -XXXX%
- X Months XXX +115%

### CreatorRank: XXXXXXXXX [#](/creator/twitter::1681047196454510594/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1681047196454510594/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::1681047196454510594/influence)
---

**Social category influence**
[stocks](/list/stocks)  XXXXX% [finance](/list/finance)  XXXXX% [automotive brands](/list/automotive-brands)  XXXX% [countries](/list/countries)  XXXX% [cryptocurrencies](/list/cryptocurrencies)  XXXX% [technology brands](/list/technology-brands)  XXXX%

**Social topic influence**
[stocks](/topic/stocks) 6.12%, [infrastructure](/topic/infrastructure) 6.12%, [investment](/topic/investment) 6.12%, [ford](/topic/ford) 4.08%, [mexico](/topic/mexico) 4.08%, [$pnc](/topic/$pnc) #25, [keycorp](/topic/keycorp) 4.08%, [over the](/topic/over-the) 4.08%, [$kmb](/topic/$kmb) #4, [eagle](/topic/eagle) XXXX%

**Top accounts mentioned or mentioned by**
[@bespokeinvest](/creator/undefined) [@rohanpaulai](/creator/undefined)

**Top assets mentioned**
[PNC Financial Services Group Inc (PNC)](/topic/$pnc) [KeyCorp (KEY)](/topic/keycorp) [Kimberly Clark Corp (KMB)](/topic/$kmb) [Metlife Inc (MET)](/topic/metlife) [Allstate Corp (ALL)](/topic/allstate) [Philip Morris International Inc. (PM)](/topic/$pm) [MONDELEZ INTERNATIONAL INC (MDLZ)](/topic/$mdlz) [Verizon Communications Inc. (VZ)](/topic/$vz) [LyondellBasell Industries NV (LYB)](/topic/$lyb) [Copiosa Coin (COP2)](/topic/$cop) [General Mills, Inc. (GIS)](/topic/$gis) [EOG Resources Inc (EOG)](/topic/$eog) [Accenture (ACN)](/topic/accenture) [Coca-Cola Co (KO)](/topic/$ko) [ONEOK, Inc. (OKE)](/topic/$oke) [BOK Financial Corp (BOKF)](/topic/$bokf) [Colgate-Palmolive Company (CL)](/topic/colgatepalmolive) [Bristol-Myers Squibb Co (BMY)](/topic/$bmy) [Clorox Co (CLX)](/topic/$clx) [Progressive Corp (PGR)](/topic/$pgr) [Hormel Foods Corp (HRL)](/topic/$hrl)
### Top Social Posts [#](/creator/twitter::1681047196454510594/posts)
---
Top posts by engagements in the last XX hours

"Things are Orderly. But something is going to BREAK And then Sh-t will be Less Orderly"  
[X Link](https://x.com/ChaosActual2025/status/1908163753259971069) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-04-04T14:24Z XXX followers, XX engagements


"Eagle Ford Shale (South Texas) (Same banks listed: Texas Capital and Cadence; Ill just note region specific observations.) South Texas / Eagle Ford has good potential for new gas supply; gas pipelines are present. The region is attracting industrial / data center pressure because of cheaper land favorable climate for some infrastructure proximity to Mexico / export / fiber etc. Texas Capital and Cadence both have location energy teams and an ability to finance energy / infrastructure in Texas. Thus in Eagle Ford both are strong candidates to benefit from AI data center + gas colocated"  
[X Link](https://x.com/ChaosActual2025/status/1978601877035012388) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-15T23:20Z XXX followers, XX engagements


"Progressive Chubb Marsh & McLennan PNC Financial Truist Financial M&T Bank Huntington BancShares KeyCorp MetLife AllState AIG ===== Legacy Portfolio Exposures Hybrid Work & Office Space Redesign: AI-powered automation tools allow more employees to work remotely without productivity loss. Corporations may downsize office footprints faster than previously projected. Banks like PNC KeyCorp and Truist have commercial loans secured by office properties. If occupancy and rental cash flows fall faster than amortization schedules loan defaults rise. Retail & Industrial Space Optimization: AI-enabled"  
[X Link](https://x.com/ChaosActual2025/status/1978875654440419488) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-16T17:28Z XXX followers, XXX engagements


"US Regional Banks and the AI Data Center Build Out Wave over the next X years: ===== Texas Capital and Cadence benefit heavily from being physically embedded in the Permian and Eagle Ford where oil and gas activity drives local economies and generates high demand for reserve-based lending (RBLs) and local commercial services. PNC and Fifth Third while large and geographically centered in the Appalachian region often focus on the financial structuring of the massive midstream (pipelines processing) and end-user facilities (power plants data centers) that consume or transport the gas produced"  
[X Link](https://x.com/ChaosActual2025/status/1978601296291614899) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-15T23:18Z XXX followers, XX engagements


"Outflows from the Defensive Stocks Continues $PM $MDLZ $VZ $LYB $KMB $GIS $COP $EOG"  
[X Link](https://x.com/ChaosActual2025/status/1980739596922056966) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-21T20:54Z XXX followers, XXX engagements


"The Fed Cut 25bps and the Fed Signaled More Cuts on the horizon due to Labor Market Concerns (Too Late) Risk-ON Levels are Holding But these Stocks are DOWN -- Coca-Cola Accenture Comcast Conoco Phillips Bristol-Myers Squibb American Tower Corp EOG Resources"  
[X Link](https://x.com/ChaosActual2025/status/1968726077443883158) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-09-18T17:17Z XXX followers, XXX engagements


"Moving Lower in Early Action Conoco Phillips EOG Resources Schlumberger Oneok EQT Dow LyondellBasell Industries"  
[X Link](https://x.com/ChaosActual2025/status/1969044294980850074) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-09-19T14:21Z XXX followers, XX engagements


"Appalachian Basin (Marcellus & Utica: PA WV OH) PNC Financial Services Group (HQ Pittsburgh PA) Strengths: PNC has a strong local/regional presence in the Appalachian Basin (PA OH WV). This gives it knowledge of local regulatory economic and permitting issues which is valuable for siting data centers and power plants. It already has a formal Energy (Oil & Gas) banking specialty offering financing across the country. PNC Bank Also has a Power Utilities & Renewable Energy group with $12B in committed capital as of mid2025 and more than XX clients in that sector. That suggests capability in"  
[X Link](https://x.com/ChaosActual2025/status/1978601368077336828) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-15T23:18Z XXX followers, XX engagements


"Permian Basin (West Texas & SE New Mexico) Texas Capital Bank (Dallas TX) Strengths: Strong base in Texas which is ground zero for energy infrastructure and increasingly data centers. They already have operations in Houston San Antonio etc. ABF Journal+3Texas Capital Bank+3Texas Capital Bank+3 They have built out their Energy & EnergyAdjacent team including investment banking corporate banking technical expertise to serve upstream midstream and power sectors. Texas Capital Bank+2Texas Capital Bank+2 One concrete deal: Texas Capital Bank arranged a $1.2B term loan financing with HighPeak"  
[X Link](https://x.com/ChaosActual2025/status/1978601466517737488) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-15T23:18Z XXX followers, XX engagements


"BOK Financial (BOKF Tulsa OK strong Texas presence) Strengths: Proven energy lending track record; often cited among regionals increasing exposure to oil & gas. Geographic proximity: Oklahoma / Texas presence helps with natural gas supply midstream infrastructure pipelines etc. Proximity to the Permian (for midstream/gas transport) matters. Possibly fewer regulatory headwinds (in many parts of OK/TX) for natural gas infrastructure compared to more restrictive states. Weaknesses / Risks: It isnt clear how much institutional infrastructure financing (power plant + data center) BOK has done;"  
[X Link](https://x.com/ChaosActual2025/status/1978601577696121236) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-15T23:19Z XXX followers, XX engagements


"Truist Financial (via Truist Securities) Strengths: Truist is a large regional bank with an investment banking / securities arm. They have resources and presence in many Southern states. They have been increasing energy sector lending among regionals in general though I didnt find a specific public declaration that they focus on natural gas power + data centers. Via Truist Securities they may participate in the financing/advisory roles for large projects capital raising debt issuance etc. Weaknesses / Risks: Less local presence in coastal offshore / Gulf states may reduce their ability to"  
[X Link](https://x.com/ChaosActual2025/status/1978601994655760717) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-15T23:20Z XXX followers, XX engagements


"KeyCorp (KeyBank via KeyBanc Capital Markets) Strengths: KeyBank has investment banking / capital markets arm (KeyBanc) so could participate in advisory underwriting capital raising for offshore companies or infrastructure firms that supply onshore or offshore energy infrastructure. If there are power plants or gas infrastructure (onshore tiein) needed to serve offshore operations there might be opportunity in financing those segments. Weaknesses / Risks: Offshore energy is somewhat different from the data center + gas power plant model. The natural gas power plants in question are more"  
[X Link](https://x.com/ChaosActual2025/status/1978602081629159526) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-15T23:21Z XXX followers, XX engagements


"Interesting Weakness The Rates are TOO DAMN HIGH "Too Late" is TOO LATE (Again)"  
[X Link](https://x.com/ChaosActual2025/status/1978870724199620888) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-16T17:08Z XXX followers, XX engagements


"1. The Embedding Space Forms the Manifold High-Dimensional Space: The raw output of the LLM's final layer for the summary tokens (before they're tokenized/written) is a high-dimensional vector (e.g. 4096 dimensions). This is the ambient space. Manifold Hypothesis: The key insight from manifold learning is that even in this massive vector space the vast majority of points do not represent meaningful or coherent data. Instead the small fraction of points that represent semantically coherent grammatically correct and logically valid summariesthe outputs the MTM policy has learned to generateform"  
[X Link](https://x.com/ChaosActual2025/status/1980691095441838128) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-21T17:42Z XXX followers, XX engagements


"National Guard 9th Circuit Ruling should favor the President in the Oregon Challenge ===== The June 2025 Ninth Circuit decision in the California federalization case effectively re-anchored presidential authority over the National Guard back toward the traditional Martin v. Mott standard of maximum deference with only a narrow window left open for judicial intervention. Lets dissect that carefully so we understand what it means for Oregon. X. Ninth Circuits Practical Holding While the panel stopped short of declaring the Presidents decision unreviewable it did three very consequential things:"  
[X Link](https://x.com/ChaosActual2025/status/1981210297957253481) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-23T04:05Z XXX followers, XX engagements


"Market Update These Stocks Look like Sh-t Progressive $PGR Bristol-Myers Squibb $BMY Colgate-Palmolive $CL Kimberly-Clark $KMB Clorox $CLX Hormel Foods $HRL Stop the INVASION Deport the ILLEGAL ALIENS And. --"  
[X Link](https://x.com/ChaosActual2025/status/1981384210188251504) [@ChaosActual2025](/creator/x/ChaosActual2025) 2025-10-23T15:36Z XXX followers, XXX engagements