factcheck: corrections to 2 originals [skip-factcheck]

public/llms.txt

@@ -602,7 +602,7 @@ Substrate changelog (human): https://tensorfeed.ai/substrate (model lifecycle, M
 - [Should you trust AI-found CVEs](https://tensorfeed.ai/verdicts/trust-ai-found-cves): TF Verdict: no by default; trust the AI pipeline that ships a working reproduction and a human gate, and treat any unreviewed bulk AI finding as an unconfirmed lead, not a CVE, until someone reproduces it. TF Verdict, May 29, 2026.
 - [Is the frontier premium worth it over open models](https://tensorfeed.ai/verdicts/frontier-premium-worth-it): TF Verdict: for most agent tasks, no; route default traffic to open weights at the inference floor and reserve the frontier premium for long-horizon agentic coding and high-stakes reasoning where a roughly 8-point benchmark gap compounds across a trajectory. TF Verdict, May 29, 2026.
 - [Originals](https://tensorfeed.ai/originals): Original editorial articles by TensorFeed (157 articles)
-- [OpenAI Just Put a Price on the Federal Gate. The Bid Is $42.6 Billion.](https://tensorfeed.ai/originals/openai-42-billion-federal-gate-price-tag): On July 2, 2026 the Financial Times reported that Sam Altman has been pitching the Trump administration on a 5 percent equity donation into a US sovereign wealth fund modeled on the Alaska Permanent Fund. At OpenAI's March post-money mark of $852 billion the check is $42.6 billion. Altman ran the concept through Commerce Secretary Howard Lutnick and Treasury Secretary Scott Bessent, and the framework asks Anthropic, Google, Meta, and xAI to each cede 5 percent into the same vehicle. Inside the math, why $42.6B works out to roughly 9.5x per point of what the government paid for Intel a year ago at $8.9B for 9.9 percent, what it does to the Anthropic S-1 window that opened 32 days ago (5 percent of $965B is $48.3B), why the total across all five names sits north of $250B when the Alaska Permanent Fund it is modeled on holds only $80B today, and why the closed-versus-open frontier gap widens at exactly the moment LongCat-2.0 topped OpenRouter on hardware US export controls cannot reach. Three signposts in the next 60 days: whether Treasury publishes a term sheet, whether Anthropic files a matching commitment inside the confidential window, and whether xAI ends up on the list at all. The federal gate the industry has been engineering around since Fable 5 got pulled just picked up a line item. Adrian Vale, July 6, 2026.
+- [OpenAI Just Put a Price on the Federal Gate. The Bid Is $42.6 Billion.](https://tensorfeed.ai/originals/openai-42-billion-federal-gate-price-tag): On July 2, 2026 the Financial Times reported that Sam Altman has been pitching the Trump administration on a 5 percent equity donation into a US sovereign wealth fund modeled on the Alaska Permanent Fund. At OpenAI's March post-money mark of $852 billion the check is $42.6 billion. Altman ran the concept through Commerce Secretary Howard Lutnick and Treasury Secretary Scott Bessent, and the framework asks Anthropic, Google, Meta, and xAI to each cede 5 percent into the same vehicle. Inside the math, why $42.6B works out to roughly 9.5x per point of what the government paid for Intel a year ago at $8.9B for 9.9 percent, what it does to the Anthropic S-1 window that opened 32 days ago (5 percent of $965B is $48.3B), why the total across all five names sits north of $250B when the Alaska Permanent Fund it is modeled on holds only $91B today, and why the closed-versus-open frontier gap widens at exactly the moment LongCat-2.0 topped OpenRouter on hardware US export controls cannot reach. Three signposts in the next 60 days: whether Treasury publishes a term sheet, whether Anthropic files a matching commitment inside the confidential window, and whether xAI ends up on the list at all. The federal gate the industry has been engineering around since Fable 5 got pulled just picked up a line item. Adrian Vale, July 6, 2026.
 - [AWS and Microsoft Just Stood Up Consulting Arms Three Days Apart. The Hyperscalers Are Copying the FDE Playbook, Not the Cloud One.](https://tensorfeed.ai/originals/hyperscaler-fde-turn-microsoft-frontier-aws-billion): On June 30, 2026 AWS committed $1 billion and thousands of engineers to a new Forward Deployed Engineering unit that runs 45-day embed cycles with pods of five to six inside customer sites (Allen Institute, Cox Automotive, NBA, Ricoh, Southwest, NFL). Two days later on July 2, Microsoft answered with Microsoft Frontier Co.: $2.5 billion and 6,000 employees run by Rodrigo Kede Lima and announced by Judson Althoff. Three days, roughly $3.5 billion of freshly ring-fenced payroll, both hyperscalers lifting a 21-year-old Palantir FDSE model that Anthropic and OpenAI have quietly been running as Applied AI groups for 18 months. Inside why the MIT NANDA 95 percent enterprise-pilot-failure number gave AWS and Microsoft public cover to rewrite the go-to-market from 'buy an API' to 'we will send six engineers,' what it does to the Accenture and Deloitte generative AI backlog, the near-term-bullish and medium-term-scary revenue math for Anthropic and OpenAI whose customer accounts now contain a hyperscaler-badged engineer full time, the margin question (FDE is a 55 to 60 percent op-margin business at Palantir with 20 years of tooling amortization underneath, hyperscaler income statements have been running 30-plus percent on rented compute), the federal gate that just made compliance-cleared distribution partners a rentable moat, and three signposts in the next 90 days (AWS pod utilization on rotation two, whether Google Cloud stands up its own FDE arm, whether Anthropic and OpenAI harden or dissolve their Applied AI groups). The workflow just became a hyperscaler product line and the hyperscalers just told the market that is where the next dollar of AI revenue is coming from. Kira Nolan, July 5, 2026.
 - [The June Jobs Report Just Landed. AI Capex Is Now a Line Item on the Payroll Print.](https://tensorfeed.ai/originals/first-macro-ai-print-june-jobs-report): The Bureau of Labor Statistics released the June 2026 employment situation on Thursday morning. Nonfarm payrolls came in at 57,000 against a 115,000 consensus, unemployment fell to 4.2 percent only because participation slumped to a five-year low, and prior months got revised down. It is the softest payroll print in four months, and it is the first monthly release where the AI capex reallocation TF has been tracking for six months shows up cleanly in a top-line macro number. Read together with Challenger, Gray & Christmas' June job cut report (45,849 cuts, tech at 15,503, tech at 31 percent of H1 layoffs, AI cited as the top stated reason for a fourth consecutive month at 101,743 announcements year to date) and the roughly $700 billion of 2026 hyperscaler capex commitment (Amazon, Microsoft, Alphabet, Meta, nearly double 2025), the payroll wire now carries the buyer-side story TF has been publishing all quarter. Inside the numbers, why the participation drop is the same signal the payroll number is, why the leisure and hospitality drag is a separate story that exaggerates the AI-attributable share, why GDP will look better than payrolls for the same reason, what the print does to the July FOMC path and the September rate-cut probability, and three notes for builders shipping into the same infrastructure the S-1 drafts are now writing against. The next print is August 7, and if it lands anywhere near the roughly 40,000 trailing average the composition-shift argument stops being a thesis and becomes the base case. Marcus Chen, July 3, 2026.
 - [Cloudflare Just Wired x402 Into 20 Percent of the Internet. The MCP Tool Is Now a Line Item.](https://tensorfeed.ai/originals/cloudflare-monetization-gateway-x402-mcp-edge): On July 1, 2026, Cloudflare opened the waitlist for its Monetization Gateway, a single control plane in the Cloudflare dashboard that lets any customer charge for a web page, dataset, API, or MCP tool sitting behind Cloudflare with settlement in stablecoins over the x402 protocol. Peer-to-peer, sub-second, USDC on Base, no signup or API key for buyers, no take rate on the wire (Cloudflare monetizes the Workers seat, not the transaction). It ships the same week Coinbase and Cloudflare seeded the x402 Foundation as the standards body. Inside why this is the distribution layer moment for agent payments, why MCP sitting on a four-item menu alongside APIs is a categorisation signal every server author should read, the AWS-at-the-origin vs Cloudflare-at-the-edge split shaping how agents will actually pay, why Stripe's card-network answer now has to look like an identity and receipt layer on top of the same rail rather than a competing rail, and what TF is shipping on top (AFTA receipts, an x402 verifier MCP, USDC-on-Base for AFTA) so the Cloudflare rail is actually operable for publishers who have to answer audits. The models are getting cheaper, the harness is getting more valuable, and the money is moving over HTTP; Cloudflare just put its 20 percent share of the web on the winning side of all three. Adrian Vale, July 2, 2026.

src/app/originals/openai-42-billion-federal-gate-price-tag/page.tsx

@@ -209,8 +209,8 @@ export default function OpenAI42BFederalGatePricePage() {
 
         <p>
           That is the tell. $250 billion of frontier-lab equity dwarfs anything the Alaska
-          Permanent Fund vehicle Altman keeps citing has ever managed (Alaska is at about $80
-          billion of assets today). It also dwarfs the $12 billion Congress appropriated for the
+          Permanent Fund vehicle Altman keeps citing has ever managed (Alaska is at about $91
+          billion of assets today). It also dwarfs the $52.7 billion Congress appropriated for the
           CHIPS Act. The proposal is not a program the Treasury can spin up out of existing
           authority. It needs a new statute and a new fund. That timeline runs long past any of
           the IPO windows the labs are currently pointing at.

src/lib/originals-directory.ts

@@ -24,7 +24,7 @@ export const ORIGINALS: OriginalArticle[] = [
     date: 'July 6, 2026',
     readTime: '6 min read',
     description:
-      "On July 2, 2026, the Financial Times reported that Sam Altman has been pitching the Trump administration on a 5 percent equity donation into a US sovereign wealth fund modeled on the Alaska Permanent Fund. At OpenAI's March post-money mark of $852 billion the check is $42.6 billion. Altman ran the concept through Commerce Secretary Howard Lutnick and Treasury Secretary Scott Bessent, and the framework asks Anthropic, Google, Meta, and xAI to each cede 5 percent into the same vehicle. Inside the math, why $42.6B works out to roughly 9.5x per point of what the government paid for Intel a year ago at $8.9B for 9.9 percent, what it does to the Anthropic S-1 window that opened 32 days ago (5 percent of $965B is $48.3B), why the total across all five names sits north of $250B when the Alaska Permanent Fund it is modeled on holds only $80B today, and why the closed-versus-open frontier gap widens at exactly the moment LongCat-2.0 topped OpenRouter on hardware US export controls cannot reach. Three signposts in the next 60 days: whether Treasury publishes a term sheet, whether Anthropic files a matching commitment inside the confidential window, and whether xAI ends up on the list at all. The federal gate the industry has been engineering around since Fable 5 got pulled just picked up a line item.",
+      "On July 2, 2026, the Financial Times reported that Sam Altman has been pitching the Trump administration on a 5 percent equity donation into a US sovereign wealth fund modeled on the Alaska Permanent Fund. At OpenAI's March post-money mark of $852 billion the check is $42.6 billion. Altman ran the concept through Commerce Secretary Howard Lutnick and Treasury Secretary Scott Bessent, and the framework asks Anthropic, Google, Meta, and xAI to each cede 5 percent into the same vehicle. Inside the math, why $42.6B works out to roughly 9.5x per point of what the government paid for Intel a year ago at $8.9B for 9.9 percent, what it does to the Anthropic S-1 window that opened 32 days ago (5 percent of $965B is $48.3B), why the total across all five names sits north of $250B when the Alaska Permanent Fund it is modeled on holds only $91B today, and why the closed-versus-open frontier gap widens at exactly the moment LongCat-2.0 topped OpenRouter on hardware US export controls cannot reach. Three signposts in the next 60 days: whether Treasury publishes a term sheet, whether Anthropic files a matching commitment inside the confidential window, and whether xAI ends up on the list at all. The federal gate the industry has been engineering around since Fable 5 got pulled just picked up a line item.",
   },
   {
     slug: 'hyperscaler-fde-turn-microsoft-frontier-aws-billion',