[NOTICE] #gugudan# #HAEBIN# participating as featuring #LeeWoo# #The_Different_Day# has been released❣ HAEBIN’s sentimental voice Shines through this authentic ballad song🎶 Dear Friends, let’s listen together💕 🎧

Today was a different #Oriole# day. Yesterday I only had Males. They were all keen on the oranges I had out. No Males today, but this female showed up and I was lucky to get this one decent shot as she was only interested in the Suet feeder and was usually on that upside down.

I am the Senior Vice President of Workforce Architecture at Cloudflare and I need to tell you about the best decision this company has ever made. We posted $639.8 million in quarterly revenue. 34% year-over-year growth. Record net retention. The strongest quarter since IPO. And then we fired 1,100 people. Not because of the quarter. During the quarter. I need you to understand the sequence because the sequence is the whole point. My team built the model that made this possible. We call it CIRRUS: "Capacity-Indexed Reduction and Reallocation for Upside Scaling". CIRRUS took our revenue trajectory, our margin targets, and our board's stated appetite for what they called "structural boldness," and it determined that the optimal time to execute a 20% headcount reduction is at the exact moment of peak financial performance. Not during a downturn. Not during a miss. During a beat. The logic is simple. When revenue is surging, the market reads a cost reduction as discipline. When revenue is falling, the market reads the same reduction as panic. Same action. Same 1,100 people. Completely different stock reaction. CIRRUS identified a seven-day window where the earnings momentum and the layoff announcement would compound rather than cancel. I found the math beautiful. I still do. We deactivated 1,100 badges between 9:00 and 9:04 AM Pacific on a Monday. People Analytics determined this was the four-minute window of lowest Slack activity. We called it a "clean cutover." Someone in Infrastructure suggested "zero-downtime deprecation" but Legal thought it sounded too much like a product feature. I thought it sounded exactly like a product feature, which is why I liked it. But I deferred to Legal. I always defer to Legal. That is one of the things that makes me good at this job. The people we cut were not underperformers. I want to be very clear about that because clarity is a Cloudflare value. Sixty-two percent had received exceeds-expectations in their most recent review cycle. Fourteen had been promoted in Q3. One engineer in our Austin office — I'll call him Marcus, though that is not his name and the reason I'm not using his name is not that I've forgotten it — had shipped the caching optimization that directly contributed to $14 million in new enterprise contracts. His manager nominated him for the Raygun Award, which is our internal recognition for outsized impact, six days before I added him to the CIRRUS list. He won the award on Wednesday. His access was revoked the following Monday. The ceremony and the termination were planned by different teams in the same building and neither team knew about the other. I don't think this is ironic. I think this is how large organizations work. The left hand builds. The right hand optimizes. Both hands are attached to the same body and the body is performing well. We let Marcus keep the trophy. It's a small acrylic prism etched with a lightning bolt. It costs us about eleven dollars. His annual cost-to-company was $312,000. CIRRUS selected the 1,100 based on three variables. I'm going to share them because I believe in the methodology. First: salary band. Employees in bands 6 through 8 offered the highest savings-to-replacement-risk ratio. Second: visa dependency. Employees on sponsored visas have a 60-day window to find new employment or begin departure proceedings. This creates what CIRRUS categorizes as "low-friction separation" — the compliance timeline is externally enforced, which reduces our administrative burden. I presented this variable to HR and they requested I rename it from "visa dependency" to "mobility factor" in all future documentation. I agreed. The math didn't change. Third: managerial tenure. Employees whose direct manager had been at the company less than eighteen months were 73% less likely to generate a negative Glassdoor review, because the manager-employee bond hadn't fully formed. CIRRUS weighted this at 15% of the selection score. We call it the "attachment coefficient." We told the market the layoffs were an AI workforce pivot. We said artificial intelligence was making certain roles redundant. We said we were reallocating resources toward our AI gateway products. This was a communications strategy. Not a workforce strategy. The AI framing was my team's recommendation and I'm proud of it because it worked. Two analysts upgraded us the same week. The stock moved 8% in five sessions. The entire AI narrative was four paragraphs in a press release that took my comms partner and me an afternoon to write. Four paragraphs. 1,100 people. 8%. I don't know what the per-paragraph return on that is but I think about it sometimes. The actual AI initiative employs thirty-seven people. We cut 1,100 to fund 37. The ratio is not in any of our public materials. There is a Slack channel called #bright-futures# that our Head of People Experience created for the remaining employees. It posts an automated message every morning at 8:45 AM: "You are the ones we chose to keep." The message includes a rotating motivational quote. Last Tuesday it was a Winston Churchill quote about perseverance. The channel has a custom emoji called :survivor: that the Culture team designed. It's a small cartoon phoenix. Nine hundred people have used it unironically. I find this genuinely moving. I think it shows resilience. My wife says it shows something else but she works in education and I think the frameworks are different. The severance was calculated using a model we licensed from the same consulting firm that built our customer pricing tiers. Median payout: eleven weeks. We benchmarked against industry and landed at the 50th percentile exactly, which our CHRO described as "fair by design." The 1,100 will burn through their severance while our stock price digests a 20% cost reduction applied to a revenue base that was already growing 34%. By the time the last check clears, the savings will have funded the first full quarter of the AI initiative. The one with thirty-seven people. My performance review is next month. I've been told informally that I'm on the COO track. The criteria include "demonstrated ability to execute at scale with minimal organizational disruption." The 1,100 people are the execution. The stock price is the scale. The four-minute badge window is the minimal disruption. I meet all three criteria. I designed all three criteria. Not the review criteria. The outcomes. I keep the CIRRUS model on my laptop in a folder called "Workforce Planning FY26." It sits next to a subfolder called "Offsite Photos — Maui" from the leadership retreat we took in January, where we set the annual targets that the 1,100 people spent four months hitting before we terminated them for hitting them. Marcus's desk in Austin has been reassigned. I don't know to whom. The acrylic prism is probably in a box somewhere. Or maybe whoever cleaned out the desk kept it. It catches the light nicely. I noticed that once, when I visited the Austin office to present the CIRRUS methodology to the regional leadership team. They gave me a standing ovation. The prism was on a desk near the back of the room, refracting a small rainbow onto the wall behind me. I didn't mention it. I stayed on my slides. I'm proud of the work we've done here. I think when people look back at this quarter, they'll see it as the moment Cloudflare became a different kind of company. I think they'll be right. I think the 1,100 people would agree, if you explained the math to them carefully enough.

i’ve read all the feedback in detail, and i really appreciate everyone who took the time to share their thoughts our fundamental goal here is unchanged vs before - we want to help bring new opportunities to the market in a way that is more accessible, more transparent, and more merit- and impact-based i expected there would be mixed reactions. the reality is that not every opportunity is meant for everyone, and that is okay. if a particular one is not a fit for you, i encourage you to check out the upcoming ones - different brands, different formats, and different reward ranges at the same time, i’ve also seen a lot of people, including users of the product, genuinely excited because this sits on top of things they are already doing. and i think that is a good sign too at the end of the day, any marketplace has to start somewhere. now we get to build with all of you thank you again for all the messages. the good thing is that we are back on offense for the journey ahead - and we’ll keep listening, iterating, and working to close the gap between where things are today and where we believe this can go

Some of my perspective on where the @ethereumfndn is going. First of all, this is only my own view. The board is not just me, and I have no extra special powers on the board that the other board members do not. @aerugoettinea is the one executing much of this transition. My input has been largely on technical questions. The board is in the process of expanding, and my own power within the org will continue to decrease, which is honestly what I want. The 2025 era brought many important improvements to EF and its ability to execute. Many issues were resolved, and EF continues to benefit from its improved efficiency and greater focus on concrete goals to this day. And so with those problems resolved, early this year, the largest remaining hole that I perceived was something different nagging at me: I would regularly spot people saying things like "vitalik says these beautiful things about ethereum needing to be decentralized, and have privacy, and be a sanctuary technology, but why do the EF's actions not reflect that?" Now, you may have been hearing something different. You may not have been sensing a feeling of crisis at all, and maybe were hearing people saying that finally we were taking execution and BD seriously and the main task for us is to keep going that way and be even better and faster. Then probably there is genuine difference between you and me, in what kinds of criticism I take most seriously, and what kinds of critics through their criticism are most able to make me feel pain. As an analogy, let's briefly switch over to a different domain. One belief you can have about Google is that it is a success story, and has brought a lot of good to humanity in organizing the world's information. Another belief you can have about Google is that they had a beautiful idealistic beginning, but at some point the corruption of mainstream corporate attitudes seeped in, and they slowly bit by bit completely abandoned the "don't be evil" slogan. My belief on Google specifically is probably somewhere between the two. BUT, if you had taken me back in time to ~2008, and offered me a button to press to make Google one or two standard deviations more "dogmatic", eg. give Richard Stallman permanent veto power over some key policies, I would immediately press it. Why? Because a choice for one company is not a choice for the world, or even one country. Google existed and exists in the context of a technology industry generally drifting away from early idealistic don't-be-evil roots and toward greed for financial gain, totalizing visions of accelerated superintelligence, infiltration by sociopaths, and craven capitulation to (or worse, active participation in) government pressure for ideological control, surveillance and war. And so *one company* doing something different, positioning itself to be what George Bernard Shaw calls the Unreasonable Man, resisting the trend of the times, would have been better for freedom, balance of power and stability of society as a whole, than *all* large companies bending to dominant trends. This is a part of my version of pluralism. This line of thinking is not just mine, but I also is not too far off from what Aya and others had in mind with the Mandate. Now how does this all get to the role of the EF? EF is not a "center of Ethereum", rather EF is "one node, with a defined purpose, alongside other nodes". We've always said that the EF should be the latter, but many in the Ethereum ecosystem (and even within the EF) wanted us to be the former. Now, we are taking action to ensure that we will be the latter. This is particularly important because EF is a limited organization, with limited resources and limited organizational capacity. The EF has only ~0.16% of all ETH (less than many other individual ETH holders), whereas among other blockchains it's common for "the central foundation" to have 10-50%. Fiscally, the EF was originally designed to fulfill a limited work scope defined in the token sale docs and other pre-launch materials (building the chain software; getting through Frontier, Homestead, Metropolis, Serenity), which was fully completed in 2022; it was not designed to be an eternal steward. And so today, the EF is choosing to use its remaining resources to pursue longevity over breadth (yes, this means we sell less ETH). The EF focuses *specifically* on those activities critical to the success of ethereum as a censorship/capture-resistant, open, private and secure system, that would not happen otherwise. This means making hard choices, and in some cases even activities that we highly approve of and people that we highly respect becoming outside of the EF. People of great technical talent, public respect and even alignment with the mission and CROPS being outside of the EF is in fact necessary if we want important tasks to be able to attract outside capital. This also means the EF taking opinionated stands culturally. This is all intended in cooperation with all other parts of ethereum. We recognize that many other parts of the ethereum world highly respect CROPS and related values. But highly respecting is not the same as choosing to specialize and totally dedicate to a domain (Compare in a different domain: I think reducing animal cruelty is important, and I like vegan food, but am not full unconditional vegan myself) EF is still in a transition period, and we expect its new long-term form to stabilize over the next few months. What are the guiding principles of this new form? Again, I am only one person, but I can give my answer from a technical perspective (there are also critical non-technical aspects). At the core, *Ethereum must be impressive*. We are living in an age of highly intelligent AI and all kinds of other technological acceleration. "Status quo EVM, with a hard fork or two a year to optimize for short-term needs of users" is not interesting. To some, "impressive" means: 250ms latency and 1M TPS. I think Ethereum trying to go that route is a mistake. Being as fast and as scalable as possible, and only a small epsilon more decentralized than the others, is a route to mediocrity, and if we try it we will lose. I think Ethereum should scale. But I think Ethereum should strive the hardest to be deeply impressive in a different dimension: the CROPS dimension. This means things like: * Provably bug-free Ethereum. This is a goal that all cybersecurity researchers would have thought is absurd and impossible, up until roughly 6 months ago. Now, it's on the cusp of being possible, thanks to AI-assisted formal verification. So we should be frontrunners in doing this. * Available chain consensus. Ethereum is, and with lean consensus will cotninue to be, the ONLY chain that has both (i) traditional-BFT style properties that it's safe under asynchrony up to a high level of fault tolerance, and (ii) the bitcoin PoW-style property that under synchrony it's safe up to 49% attackers. As far as I can tell, literally no other chain has this or is planning for it; bitcoin goes for (ii) only and most other chains go for (i) only. Some will remember I fought hard for this, Unreasonably insisting that it is not OK for ethereum to rely on social consensus and hard forks to rescue ethereum from 34% of nodes going offline. It's OK for chains like hyperledger, bnb, solana, tempo, etc. It's not OK for bitcoin or ethereum or eg. zcash. * Intermediary minimization. The fact that smart contract wallets, protocols like railgun, etc have to send transactions through intermediaries to get included onchain is honestly embarrassing, and it's a constant point of fragility. Hence the work on FOCIL and EIP-8141 (and 7701 and years of work before) to make transaction sending intermediary-minimized with public mempool and strong inclusion properties, in a truly general-purpose way, that covers not just eg. secp256r1, but also privacy protocols and much more. Kohaku is pushing intermediary minimization at the user layer, pulling Ethereum away from the dystopian status quo world where our wallets don't even verify the chain, send our private data out to a dozen third-party servers, and toward a brighter CROPS future. Some of these goals are Unreasonable - maybe Ethereum would be "fine" getting only 50% of the way - what if we depend on intermediaries, but make it easy to switch? But going 50% of the way would not make Ethereum Deeply Impressive in the CROPS way. So we push for 100%. Fortunately all these goals are compatible with high TPS, this is a major focus of research (esp. on scaling the state). Well-designed L2s can also help, especially L2s optimized for specific applications (eg. high-volume trading, privacy...). These goals are even compatible with significantly lower slot times, thanks to Raul's work on erasure-coded P2P, and many other optimizations. The most high-value "product" of the ethereum blockchain, financially speaking, is ETH the asset. Ethereum secures $250 billion of ETH. The types of properties of Ethereum that I mentioned above are very good for ETH the asset. Nearly 90% of my net worth is in ETH, and most of the remainder is ~$40m of onchain fiat of which every dollar has already been allocated for some open-source biotech or software or hardware initiative. That said, there are aspects of supporting ETH the asset - *necessary* aspects even - that are outside the scope of the EF. This is where we need other heroes (some of whom hold more ETH than the EF does) to step in and help. EF has been recently thinking more about how it will relate to other such organizations, and give them needed initial support. EF will be a smaller ship than in previous years, a more opinionated one - in some cases more opinionated in ways that might be difficult to comprehend - but a longer-lasting one, and one suited to making sure that ethereum brings something meaningful to the world. We are grateful to all those inside and outside the EF who are helping to make this happen.

This is absolutely fascinating: every Bitcoin cycle has the same skeleton. The ratio of BTC to gold rips to a euphoric top. Gold then quietly outperforms BTC for roughly 14 months as the market exhales. The BTC/Gold ratio bottoms, and then Bitcoin makes a new all-time high in dollars. It has happened twice. It is happening a third time right now. The fingerprint is almost too clean: → 2017 ratio top → 2019 ratio trough: 416 days → 2021 ratio top → 2023 ratio trough: 440 days → 2024 ratio top → 2026 ratio trough: 433 days Same clock. Different decade. The ratio topped on December 17, 2024 at 40.12 ounces of gold per Bitcoin. It bottomed on February 23, 2026 at 12.36. A 69% drawdown in BTC priced in real money, even as the dollar price was busy making a fresh ATH at $124,725 in October. That is the tell. The dollar price topped ten months after the ratio topped. Gold was already winning. The fiat scoreboard was the last one to update. Now look at what historically happens after the ratio trough: → 2019 trough → BTC USD new ATH: 711 days → 2023 trough → BTC USD new ATH: 469 days → 2026 trough → BTC USD new ATH: ? Average: 590 days. We are 83 days in. Small sample size, but we are roughly 14% of the way through the recovery window. That puts the next BTC USD all-time high somewhere between April 2027 and December 2027. However, that is a diminishing trend as well. The percentage gain required to take out the prior ATH is collapsing every cycle. From the 2018 low, BTC needed +500% to print a new high. From the 2022 low, +328%. From the February 2026 low at $64,049, BTC needs +95%. The recovery math gets easier every cycle because Bitcoin's monetary base keeps getting harder. Three cycles. Identical anatomy. Diminishing climb. The ratio has spoken. The dollar will be the last to find out.

I am the Deputy Director of Disclosure Compliance at the Office of Government Ethics. I oversee a team of 11 specialists. We process financial disclosure amendments for senior executive branch personnel. We are very good at our jobs. In Q1 2026, we received 113 pages of periodic transaction reports from a single trust. Form OGE-278-T, filed in duplicate. 3,642 individual stock trades. I want you to understand the scale of our achievement: we processed every single one. On time. In triplicate. Asset type, transaction date, notification date, value range. Every field populated. Every box checked. Every signature dated. 60 trades per trading day. My senior analyst calculated it on her lunch break. She thought the number was remarkable. I told her what was remarkable was our processing speed. For context: the previous 2 administrations filed primarily index funds and Treasury notes. Fewer than 200 transactions per year. My team reorganized the archive. We updated the flowchart. Those were quiet years. The system worked. I will summarize several entries that exemplify our compliance standards. On February 10, the trust purchased $1-5M in Dell Technologies stock. On May 8, at a White House Mother's Day event, the President of the United States said — on camera, into microphones — "Go buy Dell." The stock surged 14.6% to an all-time high of $263.99. Dell's founding family had pledged $6.25B to affiliated financial accounts the previous December. This is compliant. The disclosure was filed within the statutory window. Schedule C, Addendum J — I verified the columns personally. On January 6, the trust purchased $500K-$1M in Nvidia. 1 week later, the Commerce Department approved the sale of Nvidia H200 chips to China. On February 10, the trust purchased an additional $1-5M in Nvidia. The following week, Nvidia announced a major partnership with Meta. The CEO of Nvidia had been cultivating what the press corps describes as a "close personal relationship" with the President. Also compliant. Both transactions filed on time. I color-coded the Nvidia entries green. Green means technology sector. Palantir Technologies required its own subsection. The trust purchased $65-150K in January. Sold $1.1-5.3M in February — the same month the Department of Homeland Security signed a $1B Palantir contract for immigration enforcement. Then purchased another $200-500K in March, after the Pentagon awarded a separate $1B Palantir AI contract. Buy, sell, buy. Each transaction disclosed. Each form complete. My team processed the Palantir cycle in under 4 hours. I nominated them for the Distinguished Processing Award. Some trades carried a designation I should explain: "unsolicited." This means the trade was not broker-recommended. The filer or their representative specifically requested it. The large purchases of Apple, Microsoft, and Amazon — all unsolicited. This is not a flag. This is a checkbox. We check it. The box is checked. Intel deserves mention. The trust increased its Intel position beginning in March — after the federal government acquired a 9.9% equity stake worth $8.9B, now valued above $41B. On April 30, the President posted on Truth Social congratulating Intel. The stock rose 3%. Intel is up 140% year-to-date. I color-coded Intel blue. Blue means strategic national interest. On April 9, 2025, at 9:37 AM, the President posted: "THIS IS A GREAT TIME TO BUY!!! DJT." 3 hours and 47 minutes later, he announced a 90-day tariff pause. The S&P 500 gained $4 trillion in a single session. Trump Media stock rose 22.67%. The President's 53% stake increased $415M before the market closed. The President's annual salary is $400,000. These are separate line items on Form SF-278. This was not on our forms. The President's social media posts are not financial instruments subject to disclosure. They are communications. We file communications in a different cabinet. The trust also executed 9 Coinbase purchases and additional transactions through Robinhood and SoFi — while the administration signed pro-cryptocurrency executive orders, proposed a federal bitcoin reserve, and the Department of Justice dissolved its National Cryptocurrency Enforcement Team. Robinhood served as custodian for several affiliated accounts. Combined crypto-adjacent holdings: $11.6B. Income from crypto in H1 2025: $800M. Fully disclosed. Every form filed. The Commerce Secretary appeared on Fox News and told viewers to buy Tesla stock. This is not within our jurisdiction. We process OGE forms. I have forwarded a memo. The memo has been filed. The late filings require a note. The STOCK Act mandates timely disclosure. When reports are filed late, the maximum penalty is $200. $200. That is the maximum penalty under the STOCK Act for late disclosure of stock trades executed by the President of the United States. The filing fee for a single LLC in Delaware is $250. The President acknowledged the fee. We acknowledged the acknowledgment. People misunderstand what "ethics oversight" means. The word "oversight" contains both "sight" and "over." We see it. Then it is over. My office has 74 employees. We can review, advise, recommend, refer, flag, note, catalog, and file. We cannot block a trade. We cannot delay an executive order. We cannot freeze an account. We have no subpoena power. We have no enforcement mechanism. We have a filing cabinet. It is a very organized filing cabinet. I should mention the blind trust. I drafted the implementation memo in 2017. Memo OGE-2017-041-R. 14 pages. Proper margins. Every president since Lyndon Johnson used a blind trust or equivalent. Jimmy Carter sold his peanut farm. Barack Obama held Treasury notes and index funds. Joe Biden maintained a blind trust. My memo recommended voluntary divestiture or a qualified blind trust within 90 days of inauguration. It was received, acknowledged, and filed. Filed is the final stage. After filed, there is nothing. Filed is where recommendations go to be preserved. The trust is managed by the filer's adult sons, who simultaneously operate the family's private real estate and licensing business. My former director, Walter Shaub, called the arrangement "wholly inadequate" and "not a blind trust." He resigned in 2017. I was promoted to manage his filing backlog. His concerns were documented, stamped, and archived. Third shelf, first cabinet. A new analyst asked me last month why we don't refuse to process the forms. I explained that refusal is not a stage in the compliance lifecycle. The compliance lifecycle has 4 stages. None of them is refusal. A law professor at Oxford described the aggregate pattern as "potentially the most far-reaching securities fraud in history." This is an academic opinion. We do not process academic opinions. We process Form OGE-278-T. The form has been processed. The new STOCK Act reform bill in committee would ban congressional stock trading. It explicitly exempts the President and Vice President. It reduces our projected caseload by zero. The Treasury Secretary has publicly endorsed banning stock trades for members of Congress. Our office processes 60 executive branch trades per day. These are compatible positions. Senator Warren called the volume "unprecedented." She is technically correct. We have never processed this quantity before. I had to requisition a second filing cabinet. Form GSA-3402. Walnut finish. It is beautiful. "Conflict of interest" is a documentation category, not a prohibition. When we identify a conflict, we document it. When we document it, we have addressed it. When we have addressed it, the file is closed. This is the compliance lifecycle. It has 4 stages and a laminated flowchart. The system does not exist to prevent. The system exists to create a record that the system exists. The record is the product. The product is the record. We are in the record business. We are fully staffed. We are well-funded. We are operational. Cumulative transaction value for Q1: $220M-$750M. The next quarterly filing deadline is in 9 days. I expect volume to increase. I have requested a third cabinet.

I am the Health Services Contract Administrator for U.S. Immigration and Customs Enforcement and on October 3, 2025, I stopped paying for medical care, and the system has been working better ever since. I need to be specific about what "working better" means in this context because I am a contract administrator and specificity is my entire professional identity. It means: fewer invoices. Fewer reimbursement disputes. Fewer pharmacy reconciliations. Fewer appeals from providers who claim they provided urgent care and want to be compensated for having provided it. The workflow is cleaner. My inbox is lighter. The VA Financial Services Center, which had processed our medical claims since 2002, twenty-two years of pharmacy invoices, specialist referrals, hospital transports, dialysis authorizations, and oncology treatment plans, terminated its interagency agreement with us after a lawsuit from a nonprofit called the Center to Advance Security in America. They filed suit. The VA pulled out. Our entire claims processing pipeline vanished overnight. I posted a notice on on November 12 describing this as an "absolute emergency" that required resolution "immediately" to "prevent any further medical complications or loss of life." That was seven months ago. The replacement contractor, Acentra Health, had not achieved notice to proceed by the April 30 period of performance deadline. As of today, no entity is processing medical reimbursement claims for ICE detainees in the United States. When I say "no entity" I mean that structurally. A person held in a GEO Group facility in Georgia who requires dialysis three times per week is receiving dialysis from a provider who has not been paid since October. The provider continues to provide care because the alternative is that the confined person dies in their facility and the facility is then liable for a death that could have been prevented by a treatment that the facility was contractually obligated to provide. The treatment continues. The payment does not. The provider absorbs the cost. The cost is eventually written off. The write-off appears in the provider's quarterly financial statements as "uncompensated care, federal detention." It does not appear in our budget. It does not appear in any ICE financial disclosure. The care happened. The cost was real. The payment was imaginary. The system is working better. In fiscal year 2024, the VA processed $246.42 million in clinical reimbursement claims on our behalf. In fiscal year 2025, despite an 82.5% increase in our daily detained headcount, the VA processed only $157.2 million before the October termination. The delta between what was needed and what was processed is approximately $300 million. That $300 million represents medications not reimbursed, specialist consultations not paid for, emergency transports not covered, prenatal visits not compensated. It represents chemotherapy sessions where the drugs were administered and the oncologist submitted an invoice and the invoice entered a system that no longer exists. I have a filing cabinet in my office — three drawers, GSA-standard, beige, the kind with the lock that everyone has the same key to — that contains printed copies of the final VA-processed claims from September 2025. The bottom drawer has a jar of Tums that my predecessor left when she transferred to FEMA in August. I eat them daily. Not from stress. From the cafeteria. The cafeteria serves a chili that the facilities contractor, Aramark, describes as "Southwestern-inspired." It is inspired by the Southwest the way our medical payment system is inspired by the concept of paying for medical care. The death rate is the number people ask about, so I will provide it with the precision my role requires. Historical baseline, 2018 through 2024: 8.9 deaths per year in ICE custody. Calendar year 2025: 33 deaths. Twelve of those occurred after October 3, after the payment freeze. January through April 2026: 17 deaths. That is one death every six days. Annualized, the current rate is 51.7 deaths per year. 5.8 times the pre-October baseline. A study published in JAMA on April 16 calculated the per-capita rate: 88.9 deaths per 100,000 person-years in partial fiscal 2026, compared to 13.0 in fiscal 2023. Nearly seven times. The JAMA authors are epidemiologists. I am a contract administrator. We are counting the same bodies with different denominators. Emmanuel Damas was 56 years old, Haitian, confined at an installation I am not authorized to name. He had a tooth infection. The on-call clinical staff treated the infection with ibuprofen. Ibuprofen is an anti-inflammatory. A tooth infection is a bacterial event. These are different categories of medical problem requiring different categories of intervention. The infection progressed to septic shock. Emmanuel Damas died. The ibuprofen was on our formulary. Antibiotics were on our formulary. The difference between the two was a reimbursement claim that would have been submitted to a payment processor that no longer existed. The detention center chose the treatment that did not generate a claim. I cannot tell you whether that decision was made consciously. I can tell you that it was made consistently. Across multiple facilities. Across multiple months. The ACLU reviewed deaths in ICE detention between 2017 and 2021, before the payment freeze, and determined that 95% were preventable with adequate treatment. I do not know what the percentage is now. I suspect it is also 95%. The category "preventable" has not changed. The category "payment" has. At Fort Bliss, a military installation in El Paso repurposed as a detention facility under a $1.24 billion sole-source contract awarded to Acquisition Logistics, a firm with no prior detention management experience, three people died within 44 days. One death was ruled a homicide by the El Paso County Medical Examiner. ICE reported it as a suicide. Those are different words describing different events with different legal implications. The Medical Examiner's ruling generates an investigation. A suicide generates a compliance review. An investigation involves law enforcement. A compliance review involves my filing cabinet. I am not qualified to determine which word is correct. I am qualified to tell you that the words produce different paperwork, and the paperwork determines which systems activate, and the systems that activate determine who is accountable, and in this case, the system that activated was the compliance review, and the compliance review found that all protocols were followed, and all protocols were followed because the protocols do not include "pay for medical care." Rodney Taylor was a double amputee detained at Stewart Detention Center, operated by CoreCivic. He was forced to crawl on floors covered in feces and mold because the center did not provide adequate mobility assistance. CoreCivic reported $2.2 billion in revenue last year, up 13%. Their profit was $116.5 million, up 70% year over year. Their ICE revenue nearly doubled between Q4 2024 and Q4 2025, from $120 million to $245 million per quarter. They received a 70% increase in profit and Rodney Taylor received a floor. CoreCivic's annual report describes their business model as "government solutions." Rodney Taylor's experience was, technically, a government solution. GEO Group, the other major for-profit detention operator, posted $2.6 billion in revenue in 2025 and $254 million in profit, a 700% increase. They secured $520 million in new ICE task orders that year. Combined, GEO and CoreCivic spent $6.8 million on lobbying to secure access to a $75 billion funding stream from the GOP's reconciliation bill. The return on that investment is so large I had to check my calculator twice. It was not a calculator error. It was the normal functioning of a procurement system where the companies that run the facilities also fund the campaigns of the legislators who appropriate the money for the facilities. The firm-fixed-price task orders specify a per diem rate of $187.48 per adult per day. That rate includes healthcare coverage. The rate has not changed since the disbursement freeze. We are still remitting $187.48 per day per person. The clinicians are not receiving any of it. The $187.48 goes to the facility operator. The operator is supposed to allocate a portion of it for clinical services. There is no SLA enforcement mechanism to verify that they do. There is only my filing cabinet, and the filing cabinet is for contracts, not outcomes. Senator Ossoff's office conducted an investigation between January and August 2025 and received 85 credible reports of medical neglect, including untreated chest pain causing heart attacks and unmanaged diabetes complications. That investigation preceded the payment freeze by two months. The conditions it documented were the baseline. The baseline was already 95% preventable death. The disbursement freeze removed the financial infrastructure supporting the 5% of care that was being provided. I have a Gantt chart in my office, printed on 11x17 cardstock and laminated and pinned above the Tums drawer, that tracks the Acentra Health onboarding timeline. The original completion date was April 30, 2026. That date passed twelve days ago. The chart has a red line through it drawn in Sharpie by my deputy, who does this for every missed milestone. There are four red lines. There will be more. Each red line represents a period during which no payment processor exists. Each period without a payment processor is a period during which clinicians must choose between providing unpaid care and not providing care. The first option costs them money. The second option costs someone their life. I do not track which choice they make. I track contracts. Seventy-one percent of ICE deaths in 2025 and 2026 occurred in privately operated detention sites. Half of 2026's deaths occurred in CoreCivic or GEO Group facilities. The Office of Detention Oversight, the COR entity responsible for facility inspections, conducted 36.25% fewer compliance audits in 2025 than the previous year. Fewer audits, more deaths, higher profits. The three trend lines move in coordinated directions. I do not draw conclusions from correlated trend lines. I am a contract administrator. I process contracts. The contracts are technically valid. The facilities are technically operational. The reimbursement apparatus is technically being replaced. The deaths are technically being counted. The word "technically" is doing more work in this paragraph than any clinician in the ICE detention system has been compensated for in seven months. My internal memo from November 12 used the phrase "absolute emergency." It recommended resolution "immediately" to "prevent any further medical complications or loss of life." That memo was written on government letterhead, classified as internal correspondence, distributed to eleven recipients, and filed in the correspondence tracking system under routing symbol HSA-OAQ, which requires a FOIA request to access. Seventeen people have died since I wrote it. The memo was technically effective. It generated a procurement action. The procurement action generated a bridge contract. The bridge contract generated an onboarding timeline. The onboarding timeline generated a Gantt chart. The Gantt chart generated four red Sharpie lines. The red Sharpie lines generated nothing. They are decorative. Like the per diem rate that includes medical care nobody is billing for. Like the 95% preventable death rate that is not being prevented. Like the word "emergency" in a seven-month-old memo that is technically still active, technically still urgent, technically still describing a situation that requires immediate resolution. I am technically still the person responsible for resolving it. The system is technically still working. The people are technically still dying. The filing cabinet is technically still organized. The contracts are technically still valid. The word "technically" has appeared so many times in this document that it has lost all meaning. That is exactly what it was designed to do.

A child prodigy who finished his Harvard degree at 14 and his PhD at 17 sat down in 1948 and wrote a single book that invented the entire conceptual vocabulary we still use to talk about AI, robotics, self-driving cars, and reinforcement learning. He never got the credit. Most people have never heard his name. His name was Norbert Wiener. The book was called Cybernetics. Every feedback loop running inside every system you interact with today traces back to one problem he was handed during World War II. The problem was this: how do you aim a gun at a fast-moving airplane? By the time your shell arrives, the plane is somewhere else. You cannot aim at where the plane is. You have to aim at where the plane will be. And the plane's pilot, knowing this, is constantly changing course to make that prediction wrong. Wiener spent years on this. What he built to solve it was not a better gun. It was a new science. He noticed something that nobody had formally described before. The gun system and the human nervous system were solving the same problem using the same method. You observe where the target is. You compare it to where you want to hit. You calculate the gap. You correct. You observe again. He called that loop feedback. Not in the casual sense people use it today. In the precise mathematical sense. A signal goes out. The result comes back. The system compares the result to the goal. The gap between them drives the next action. The loop closes. That mechanism, exactly as Wiener described it in 1948, is what runs inside every thermostat, every autopilot, every cruise control system, and every AI training loop on the planet right now. When GPT-4 learned to answer questions better, it was doing feedback. When AlphaGo learned to play Go, it was doing feedback. When a self-driving car adjusts its steering because it drifted two inches toward the curb, it is doing feedback. The word they all use, the concept underneath the word, the mathematics formalizing the concept, all of it came from one book written by a child prodigy in 1948 who was trying to figure out how to shoot down a plane. The deeper insight was what he proved about living systems and machines. Before Wiener, biology and engineering were treated as completely separate domains. Organisms adapted. Machines calculated. The idea that you could describe both using the same mathematical framework was not just unusual. It was considered a category error. Wiener proved it anyway. He showed that a brain correcting a reaching movement and a missile correcting its trajectory were running mathematically identical control loops. The hardware was different. The math was the same. Living systems and engineered systems obeyed the same laws once you understood what those laws actually were. He named the field after the Greek word for steersman. Kubernetes. Cybernetics. The person who holds the rudder, reads the water, and adjusts constantly to hold a course through a current that is always pushing the ship somewhere else. That is the mental image he wanted. Not a machine that executes instructions. A system that responds to its own results. The third thing he did is the part almost nobody connects to modern AI. In 1948, Wiener spent an entire chapter of Cybernetics warning about what would happen when machines that learn from feedback were given control over consequential decisions. He described the displacement of workers not as a distant possibility but as a near-term certainty. He wrote about the ethical risks of building systems that optimize for measurable proxies of human values rather than actual human values. He described in plain language what alignment researchers today call Goodhart's Law without using that name, 25 years before Charles Goodhart published anything. He was a mathematician in 1948 writing about problems that AI safety researchers are still trying to solve in 2026. The book is dense in places. The equations are real and the sections on statistical mechanics require actual attention. But Wiener knew this, which is why in 1950 he published The Human Use of Human Beings, which is the same book with all the math removed. Same ideas. Same warnings. Written for anyone who reads English. That second book has been in print for 75 years and almost nobody in tech has read it. Wiener died in 1964 at a conference in Stockholm. He collapsed mid-conversation between sessions. He was 69. He did not live to see a personal computer. He did not live to see the internet. He never saw reinforcement learning, neural networks, or the AI systems that run almost entirely on the mathematical architecture he designed while trying to solve a World War II gunnery problem. Every AI lab in the world today is building systems that run on his framework. Almost none of the people building those systems know his name. The field he founded, cybernetics, mostly disappeared as a word. The ideas did not disappear. They dissolved into every other field. Control theory. Cognitive science. Computer science. Neuroscience. AI. They each took a piece of what he built and called it their own terminology. The word that survived is the one that proves he invented it. Feedback. You use it every day. You use it in code reviews, in meetings, in conversations about AI performance. Every time you use it in the technical sense, meaning a signal that closes a loop between output and goal, you are using the exact definition Wiener wrote down in 1948. He gave the word its meaning. Most people using it have never heard of him. The Human Use of Human Beings is free on archive. Cybernetics is in print and available anywhere books are sold. His major essays are in academic archives at no cost. The man who built the foundation of modern AI was writing about its dangers before the first commercial computer existed. Most people building AI today have never read a word he wrote.

The market is sending two completely different signals at the same time right now. ➛ $BTC is stuck at $77K. Same range it's been in for weeks. ➛ $HYPE just hit a new ATH at $64.13. Up 46% in 7 days. ➛ $SOL up 15% this week. This kind of divergence doesn't happen randomly. There's a read here. ➛ What's actually going on. $BTC is a macro trade right now. We've talked about this before the DXY correlation is at a 4-year extreme. As long as the Fed stays hawkish and the dollar holds, $BTC doesn't move. It's not weak. It's just being held hostage by the same macro pressure that's been sitting on it since February. Meanwhile $HYPE and $SOL are moving on protocol fundamentals, not macro. $HYPE hit ATH because of real inflows 21Shares ETF, Grayscale's $25M, pre-IPO perps for SpaceX and OpenAI bringing a completely new user base onto the platform. These aren't narratives. These are product milestones driving actual revenue. $SOL is moving because Alpenglow is real, Western Union launched USDPT on Solana, and institutional rails are being built on top of it right now. ➛ Here's my actual read on the divergence. When alts outperform $BTC this aggressively in a risk-off macro environment, it usually means one of two things. Either the broader market is about to catch up and $BTC breaks out too. Or the alts are running ahead of themselves and they retrace hard the moment $BTC gets any macro pressure. The difference between those two scenarios comes down to whether the flows are real or rotational. ‣ If institutions are genuinely buying $HYPE spot through ETFs while staying underweight $BTC that's a structural shift. New money entering through a new product. ‣ If it's crypto-native capital rotating out of $BTC into alts chasing momentum that's a top signal, not a breakout signal. Right now it looks like both are happening simultaneously. The ETF flows into $HYPE are new money. The $SOL and broader altcoin moves feel more rotational. And $BTC dominance is still at 58-60%, which means the rotation hasn't gone far enough to call this a real altseason. ➛ What I'm actually watching. If $BTC breaks above $83K with volume, the divergence resolves bullishly everything follows. If $BTC stays range-bound and alts keep pushing, you're looking at a classic distribution setup where early holders exit into retail momentum. The SBR announcement coming "in the next few weeks" is the wildcard. 328K $BTC officially off the market, no-sell policy codified, potentially first open-market purchase signal for Q4. That's a $BTC-specific catalyst that has nothing to do with macro. If that drops while $BTC is still at $77K, you get the breakout. If it drops after alts have already run 50-100% more, you get a very crowded trade. I'm watching $BTC dominance more than price right now. That's the real tell.