Luke Bill

@bradsferguson That's called analysis. Real hallucination is when we imagine a figure on a dark street because we're already fearful.

Humans hallucinate more than AIs. Wall Street proves it daily. Same earnings report drops at 4:01 PM… one desk says buy, another says sell, a third says hold. Same data. Same terminal. Three mutually exclusive realities. We don’t call this hallucination. We call it “the market.”

@AndyMasley @farzyness What crop, what region?

A few people asked me to make an image of how much irrigated farmland would use the same water required for ALL ChatGPT usage, including every part of the process. I did a botec and my best guess right now is that inference uses about as much water as training, and power generation uses ~5x as much water as the data centers themselves, so it looks something like this. The water cost of manufacturing chips is marginal compared to how much water they use over their lifetimes.

@JordanSolace Seems a war within the administration between the petro soldiers and the ones who see where this is going.

$EOSE Emil Michael- leads Dept of War research and engineering talks about the importance of decoupling battery reliance on China & dependence on lithium. This is his TOP priority. Hopefully the next administration continues this effort 🔋 Listen to 1:12:00 Support from up top 🔑 youtu.be/gzwRflcLPAA?si… via @YouTube

@Zerosumgame33 Odd to manufacture a downside story to insider buying

$EOSE Form 4 shows Joe bought $345k worth of stock @ $5.75. Here’s the risk: IF Q1 2026 REVENUE < $57 Million, $EOSE will likely crash sub $3. Why? Joe bought with 1 full month left in Q1. Presumably very good visibility into the quarter. Joe verbally set Q1 revenue guidance to mirror Q4. His forecasting credibility is already extremely tarnished. If he misses again, amplified by his confident open market purchase 2/3 of the way thru Q1, the market will price the equity in the “permanently impaired” bucket. $6 today is not in that bucket. Joe has essentially created an extremely binary setup with extremely fat tails. Stock will either crash < $3 or explode > $10 come the Q1 print. Place your bets.

@DKThomp Does perfect mean it aligns with your perspective, which is...uhh...perfect?

It’s a perfect piece. And she’s right about the mechanism. I’m just making a point about vocabulary bc I find it helps people understand things better

Good piece. But! Slamming the button again. It’s not a loneliness crisis. It’s an aloneness crisis. People are choosing day after day after day to be alone. The costs of these decisions are more complicated to measure than a simple survey on momentary loneliness.

@RektTargaryen Well done

$EOSE Joe delivers a mea culpa for the disastrous 4Q performance

@OBGInvestments Recency bias never feels like a thing at the time. Stories rejuvenate.

I don’t agree with this guy often, but this is the worst part of what happened. The story stock premium definitely helped pump us up. That has gone up in smoke. So now what you’re left with is just straight up execution. They could very well make it happen, but they may not be able to recapture the magic that they had. Time does heal all wounds, so maybe this is too pessimistic of a take. If they put together a couple of decent quarters, I could very easily see the army of believers re-entering, and the people left saying I told you so. $EOSE

@AnishP144 @MorrisBubba Even with L2-L4 purchases and ramps?

@MorrisBubba Look at the latest Guggenheim report. They have room till end of 2027 conservatively and assuming they wont become GM+.

$EOSE I can't understand why any long term investor would bail out now on EOS when they just turned the corner in manufacturing which we were all waiting for years. Tell me has EOS ever been more attractive than now as an investment?. With all it's inefficiencies and weeks of missed production the line still produced 60m quarterly revenue. Don't you think the throughput won't increase in Q1 with all the fixes that's in place. They now have largest ever cash balance at $600m. You know the Line 2 will be a lot more efficient than Line 1 in terms of throughput and unit cost. They are selling all the cubes they are producing and backlog and pipeline has never been bigger. The only reason I can think of is broken trust in management but that shouldn't be a surprise, for example you decided to stay invested after the container gate, multiple capital raises, CFO firing and many other missed promises and guidances. What am I missing here?

@28delayslater If you just dipped into the cloud you wouldn't see any smoke.

Fighting Elon’s endless propaganda on this app

@Gfilche @farzyness No

anyone else on the edge of their seats with the @farzyness Cybercab steering wheel drama??? 😂😂

I am an investor based in South Korea, currently holding a position in $EOSE. I’ve been closely monitoring the company’s progress and would like to share my perspective with the global investment community. I welcome your thoughts and feedback on my analysis. In-Depth Mid-to-Long-Term Investment Analysis Report on EOS Energy Enterprises (EOSE): The Core Savior of the AI Power Shortage, Standing on the Brink of Explosive Growth PART 1. Business Essence & Core Momentum (The Demand Tsunami) The Artificial Intelligence (AI) revolution is fundamentally demanding a massive restructuring of the global power infrastructure. The explosive increase in power consumption by data centers and the intermittency issues of renewable energy for carbon neutrality are clearly exposing the physical limits of the existing grid. This has opened up a new mega-trend market called Long-Duration Energy Storage (LDES). Eos Energy Enterprises (hereinafter Eos) is a company with the explosive potential to establish itself as the 'First Solar of BESS (Battery Energy Storage Systems)' in this massive market. They are achieving this through their proprietary Znyth™ zinc-based battery technology, which is manufactured entirely in the U.S., completely independent of Chinese supply chains, and completely free from the fire risks inherent in conventional lithium-ion batteries. 1.1 'Data Center Demand Tsunami': The Implication of a $6.75 Billion Pipeline Surge in a Single Quarter Currently, the most powerful engine driving Eos's business is the explosion of power demand from AI data centers. According to recent management interviews and market data cross-validation, the proportion of data center projects in Eos's pipeline skyrocketed vertically from 22% (about 20GWh) at the end of the third quarter of 2025 to approximately 40% in just one quarter. Calculating backwards, this means that a staggering 27GWh or more of data center projects were added in the fourth quarter alone. Applying Eos's average selling price (ASP) of $250/kWh, this translates to a potential demand of $6.75 billion (approximately 9 trillion KRW) pouring in within a single quarter. Fluence Energy, the global #1 competitor, also announced in its recent earnings call that its pipeline surged by 30% to $30 billion due to AI data center demand during the same period. This proves with factual data that this 'demand tsunami' is not a temporary phenomenon but a powerful mega-trend. 1.2 Structural Superiority of Eos Z3 Over Conventional Lithium-ion Lithium-ion (LFP) batteries, which currently dominate the global ESS market, carry an inherent risk of thermal runaway (fire). This places fatal constraints on deploying them on a large scale near data centers or densely populated urban areas. In contrast, the Eos Z3 battery offers overwhelming structural and economic advantages over conventional LFP batteries across three core areas: fire risk, auxiliary power consumption, and supply chain security. When comparing the two technologies, the differences are stark. Regarding fire risk, LFP batteries possess inherent thermal runaway dangers that mandate the installation of complex and expensive fire suppression and HVAC systems. The Eos Z3, however, utilizes an aqueous (water-based) electrolyte, making it entirely non-flammable. This makes it the only viable, safe alternative for installations directly adjacent to data centers and urban environments. Furthermore, the auxiliary power consumption for LFP systems sits at around 7% due to heavy active cooling requirements. The Z3 battery requires only simple ventilation, consuming just 1% to 2% of delivered power, which translates to massive electricity cost savings over its 25-year operational lifespan. Finally, looking at the supply chain, LFP relies heavily on lithium, cobalt, and graphite, which are primarily sourced from China. Eos batteries are made from simple, abundant materials like zinc, water, and plastic sourced entirely within the U.S. This guarantees 100% eligibility for Inflation Reduction Act (IRA) subsidies while operating with zero geopolitical risk. 1.3 The Innovation of Spatial Intelligence: Indensity Architecture In January 2026, Eos officially launched 'Eos Indensity™', a high-density modular architecture that evolves their existing containerized models. Through a 3D vertical stacking method, it achieves an energy density of 1GWh per acre, which is up to four times higher than existing technologies. This is a highly advanced, customized solution designed to perfectly resolve the spatial constraints of Big Tech data centers, where land acquisition is extremely difficult and expensive. This signifies that Eos has been elevated from a simple battery manufacturer to a 'core partner of AI power infrastructure.' PART 2. Data Cross-Validation: Strong Green Light for Production Ramp-up Some market skeptics raise doubts about Eos achieving its annual guidance based on its Q3 2025 revenue ($30.51 million). However, an in-depth analysis of factual data reveals that these concerns are ungrounded, and the company has already entered an explosive production trajectory. 2.1 Global Trade Data Proves 'Factory Running at Full Capacity' The most definitive positive signal is found in core raw material import data. A fact-check of global trade data reveals that Eos alone accounts for approximately 35% of all 'graphite felt' (a core component for battery cathodes) imported into the United States. They are aggressively importing these materials through allied nations, such as South Korea (Busan port). This serves as undeniable physical evidence that the manufacturing lines at the Turtle Creek facility in Pennsylvania, part of Project AMAZE, are operating around the clock (Ramp-up) to digest the incoming influx of orders. 2.2 The Massive Value of the Talen Energy Partnership Beyond merely growing its pipeline, Eos has secured a massive strategic partnership with Talen Energy—a core player in the nuclear-data center ecosystem—as well as MN8 Energy. Notably, Talen Energy is the company that directly supplies zero-carbon nuclear power to Amazon (AWS) data centers. This partnership signifies that Eos's Z3 batteries have met the stringent technical requirements of global Big Tech companies. It acts as the most reliable guarantee that the massive pipeline will soon convert into multi-GWh scale, binding actual backlog. PART 3. Competitive Advantage & Industry Position: Passing the Bottom of the J-Curve Pessimists criticize Eos's current negative gross margin (-111%), but this is an inevitable, temporary 'J-Curve of the initial scale-up phase' that every innovative manufacturing company, including Tesla, had to endure. 3.1 The Truth Behind Negative Margins and Confidence in a 2026 Turnaround The reason manufacturing costs are currently high is not because raw materials like zinc and plastic are expensive, but simply because the 'production scale has not yet grown large enough to absorb fixed costs.' This is an optical illusion caused by massive fixed overheads (factory rent, depreciation of automation equipment) being distributed over a currently low production volume. However, once the Line 2 automation process in Marshall Township is fully operational by the first half of 2026, entering a full-scale mass production phase of 2GWh annually, economies of scale will dramatically drop the unit cost of goods sold (COGS) by more than half. Management's promise to achieve a positive gross margin in 2026 is not mere hope, but a scheduled mathematical outcome. 3.2 An Ironclad Geopolitical Moat: A 220% Tariff Bomb on China Competitors' LFP batteries previously enjoyed a price advantage, but severe U.S. protectionist policies have completely obliterated this edge. In February 2026, the U.S. Department of Commerce drastically increased countervailing duties on Chinese natural graphite anodes, bringing the total effective tariff rate to a staggering 220.18%. Furthermore, under the Foreign Entity of Concern (FEOC) regulations enacted in January 2026, using Chinese components results in the complete forfeiture of IRA tax credits. With competitors facing project cost spikes of 30% to 50% due to tariffs, Eos's Z3 battery—built with over 90% U.S. and allied-sourced components—is no longer just an 'alternative.' It has become the 'exclusive must-have choice' for U.S. utilities and data centers to survive. PART 4. Financial Risks & Valuation: A Strategic Breather Concerns regarding liquidity or insider selling raised by some are not fatal risks threatening the company's fundamentals. Rather, they should be interpreted as strategic moves to facilitate explosive growth. 4.1 DOE Loan Covenant Deferral: Strong Government Trust and Support On February 13, 2026, Eos signed a second amendment with the U.S. Department of Energy (DOE) to defer the applicability of financial covenants (Revenue and EBITDA) for its $305 million loan guarantee by one year, moving it to March 2027. While pessimists frame this as a crisis, the reality is the exact opposite. From the U.S. government's (DOE) perspective, Eos is a core strategic asset responsible for national energy security. The government voluntarily deferring strict requirements by a full year is a clear display of robust support and deep trust, essentially telling Eos: "Do not stress over short-term financial pressure; focus entirely on expanding and automating Project AMAZE lines to meet the explosive data center demand." This is a massively positive catalyst, indicating that early repayment pressure or clawback risks have been entirely eliminated until 2027. 4.2 Successful Capital Raising and Attractive Upside Potential Eos has already fortified its balance sheet by successfully raising $336 million through a strategic investment from Cerberus Capital and a concurrent stock offering in mid-2025. While Fluence Energy commands a market capitalization of around $2.8 billion, Eos—which added $6.75 billion in demand in a single quarter and is aggressively monopolizing the LDES market—trades at a highly attractive valuation (currently in the low $3 billion range). Once the company officially enters the profitability track, the stock is poised for a massive valuation re-rating that will push it far beyond current levels. PART 5. Chief Analyst's Final Judgment (Strong Buy) Eos Energy Enterprises (EOSE) is a rare company that has seized the perfect timing, perfect technology, and perfect policy benefits in the era of a massive power shortage. The fact that $6.75 billion worth of data center pipeline poured in over just one quarter proves that the market has recognized their Z3 zinc battery as a true game-changer. Chinese LFP batteries, their primary competitors, are completely immobilized in the U.S. market by the 220% tariff bomb and FEOC regulations. Eos is successfully navigating the deepest valley of the J-Curve—the temporary initial costs associated with manufacturing automation and scale-up. Backed by solid support from the U.S. government (DOE), the company is preparing for a spectacular liftoff toward positive margin turnaround in 2026. Therefore, from a mid-to-long-term investment perspective, Eos Energy Enterprises is evaluated as a Strong Buy opportunity to ride the very beginning of an explosive turnaround. Key Triggers to Drive Stock Price Explosions Over the Next 12~24 Months (3 KPIs): Quantum Jump in Backlog: The moment the $6.75 billion data center pipeline added in Q4 translates into binding, concrete order backlog and cash deposits, it will serve as the most powerful catalyst for the stock price. Margin Turnaround via Automated Line 2 (Marshall Township): The inflection point for valuation explosion will be the moment in the first half of 2026 when the unit manufacturing cost drops below the selling price ($250/kWh), officially declaring a positive gross margin. Announcements of Additional Big Tech / Utility Partnerships: Investors should closely monitor for official disclosures of direct supply contracts originating from Big Tech companies like Microsoft and Amazon, similar to the nuclear-data center collaboration model established with Talen Energy. Do not be shaken by the temporary noise typical of the early ramp-up phases of growth stocks. The furiously operating factories and the exploding demand from data centers clearly indicate that this company is being reborn as America's 'Second First Solar.' Now is the time to aggressively accumulate. x.com/cocadol/status…

That's your argument? Your probability matrix vs Elon's famously suicidal probability matrix? Elon relentlessly pushed the vision of cybertruck for seven years (despite many at Tesla attempting to create a mainstream alternative) only to see it amount to a low volume afterthought. All because Elon believes in his vision of the future, even on grounds as flimsy as his style preference. No steering wheel is much deeper than style to Elon.

OK Tesla Community. Let's go ahead and put our logic hats on & use first principles. I know it's very difficult for some of you to do this when it comes to Tesla, but let's give it a shot. Elon just confirmed that Tesla is going to sell a Cybercab to customers for $30k or less before 2027. Let's assume 100% of the vehicles being built on the Cybercab line do not have steering wheel and pedals, and they only have wireless charging. This is per Elon & Tesla at the official unveil. Very cool. What's the number of people by the end of 2026 that will realistically be able to purchase this product? If we assume Tesla expands to 8 more cities by the end of the year, that will be the Bay Area, Austin, and let's say Phoenix, Miami, Orlando, Dallas, San Antonio, Denver, Los Angeles, and Sacramento. For funsies let's say those are the cities. What are the chances that the amount of customers will be greater than the existing 2,500 limit set by the Federal Government that can be sold for vehicles without a steering wheel and pedal? Let's say they do indeed raise it to 95,000 - what are the chances then? What are the chances the Federal Government outright eliminates the limit, which will give Tesla an unbelievably disruptive advantage vs Waymo, Uber, and every other transportation company - because Tesla is the only one that can make super affordable, autonomous transportation at scale? And now, given what we know about a) where unsupervised is b) the safety approach Tesla is taking which is extreme caution c) the fact that AI5 won't ship in volume until late 2027 and d) where regulations are - what are the chances that those Cybercabs will be operational outside of the expected geofenced areas for the Robotaxi network in the near future? What are the chances someone will buy a Cybercab without steering wheels and pedals and are not able to "drive it" outside of the Austin greater metro area for the next 12 months? Or more? Which by default dramatically hampers the utility of Tesla's most innovative product? What are the chances 99%+ of the road network in the US are completely inaccessible to the Cybercab in the next 12 months? 24 months? 36 months? Because it can't be operated with a steering wheel and pedals? Given all this - what is the expected yearly demand for Cybercab for the next 2-3 years? How will this align with the capacity goals that Tesla has, which per Elon, means that they will have the fastest production line in the history of automotive, which will allow them to double their vehicle capacity by 2028? And so, given all this, what does Tesla gain by ensuring Cybercab is never shipped with a steering wheel and pedals? What will it lose? What's the risk of having Cybercab's production line artificially capped because of all the dynamics above by not selling it with a functional steering wheel and pedals?

@EmmetPeppers @elonmusk Yes, but Elon's brain treats physics and people very differently.

@elonmusk Might it be the case that so much is unironic that we don’t even notice, but when there is something ironic we take note and remember it?

Fate is an irony maxxer x.com/i/grok/share/8…

@28delayslater Best grocery is no grocery

At the grocery store. Anyone need anything?

@HansCNelson Do you think we're at a moment of max acceleration or will there be generations of tsunami surfers after us?

What an insane time to be alive. We are the tsunami surfers.

@farzyness boring

My revenge will be beyond anything that has ever been experienced in the history of the internet.

@farzyness Why do people say that?

The most ironic outcome is the most likely.

@farzyness @openclaw True

@LukeBill13 @openclaw Dichotomies are so fun though.

I have 4 @openclaw agents now. Claw FarzadAI Webby Chatty This is either going to be the greatest experiment of all time, or the beginning of the end for me.

@ThomasSowell Love this Thomas Sowell quote

This is Texas.