The Investigative Journal’s weekend analysis column connects the week’s reporting across beats. Every analytical point below is grounded in documents cited in TIJ’s coverage or in the primary records those stories rely on. Where a figure is contested or unverified, it is identified as such.
Four times this week, a published number met an independent examination. Four times, the number moved — and every time, it moved against the party that had published it.
That is the week’s most durable finding, and it is not a story about secrecy. In three of the four cases, the evidence needed to catch the discrepancy was already sitting in public records. What was missing was not disclosure. It was comparison.
Four revisions, one direction
The largest came from Dakar. As TIJ reported in Senegal’s Hidden Debt, the country’s own Cour des Comptes restated end-2023 public debt at 99.67 percent of GDP against the 74.41 percent previously reported — a revision of more than 25 percentage points. The 2023 fiscal deficit was restated at 12.30 percent of GDP against a published 4.9 percent. The International Monetary Fund subsequently estimated total public debt at 132 percent of GDP at end-2024. On September 1 the Fund announced a staff-level agreement on a roughly $2.2 billion Extended Credit Facility; three days later S&P cut the sovereign to “CC.”
The second came from the Government Accountability Office. As recorded in TIJ’s Watchdog Roundup, GAO-26-109096 found that the Department of Homeland Security’s publicly reported potential cost avoidance of more than $10.5 billion from contract terminations will not fully materialize. Across 438 contracts terminated between January 20 and September 30, 2025, GAO found DHS deobligated over $249 million while obligating roughly $157 million more for settlements and continued work — a net deobligation of about $92 million through March 2026. GAO was explicit that the $92 million represents genuine savings. Its finding concerns the larger figure, which it says reflected the maximum that could have been obligated rather than what would have been.
The third was a matter of a dropped qualifier. TIJ’s weekly fact-check examined FBI Director Kash Patel’s September 15 Senate testimony describing “the largest reduction in the murder rate in the history of America.” The underlying data largely support the substance: the FBI’s 2025 Reported Crimes in the Nation release records an 18.1 percent drop in murder and a 2025 rate of 4.1 per 100,000 that ties 1955 and 1956 for the lowest on record. But the bureau’s own release frames the violent-crime decline as the largest “since FBI estimations began in 1936” — a statement about the length of the series, not about all of American history. On a separate point the testimony was understated: 4.1 per 100,000 is not a 20-year low but a tie for the lowest in the roughly 70-year record.
The fourth is a divergence between two official scorekeepers rather than an error. The Defense Department inspector general’s first quarterly report on Operation Epic Fury put the campaign’s cost at roughly $33.4 billion through June 30, excluding facility repairs. The Congressional Budget Office separately estimated about $38 billion to date, a figure TIJ recorded in Tuesday’s Capitol Watch. The two numbers cover different periods and scopes; the point is that a $4.6 billion spread exists between two nonpartisan estimates of the same war, and it took a statutory reporting requirement to surface either one.
None of it was hidden. It was unexamined.
The Senegal case is the clearest demonstration, and the detail matters. Analysis by the Finance for Development Lab, cited in TIJ’s reporting, found that Senegal’s loan commitments — the signing of agreements — were largely reported correctly. What went unrecorded was disbursement: the money actually moving. Cumulative commitments between 2018 and 2023 reached 84 percent of GDP while apparent disbursements ran at 51 percent. Those two series normally track each other. In Senegal they diverged, and kept diverging, in figures available to anyone who compared successive annual vintages of the World Bank’s International Debt Statistics, which restate prior years. A $430 million Afreximbank facility was reported in the trade press in 2023 near its expected amount; the loan was public, the disbursement was not.
Research published as an NBER working paper puts the average revision across developing-country debt data at roughly 1 percent. Senegal’s was a quarter of the restated external stock. A gap of that magnitude persisted for six years inside data that multilateral lenders publish annually.
The DHS finding has the same structure. The distinction GAO drew — between a contract ceiling and expected obligations — is not proprietary information. It is a feature of indefinite-delivery contracting visible in the contract terms themselves, and GAO noted that 95 percent of the projected savings traced to just 30 IT contracts with performance periods running through fiscal 2034. So too with the FBI testimony: the qualifier the Senate formulation dropped was in the bureau’s own press release, published August 14.
The operative constraint across all three is attention, not access. That has a practical implication for oversight design: the highest-yield verification work this week was cheap, used public data, and required no subpoena.
The load forecast at the center of two stories
Where verification is being foreclosed, the same variable keeps appearing: projected electricity demand from artificial-intelligence data centers.
TIJ’s investigation Redacted by Design documents Louisiana Public Service Commission Docket 32728, in which Entergy Louisiana seeks certification of roughly $21.37 billion in generation and transmission tied to a 20-year supply contract with a Meta Platforms subsidiary. The commission voted 4-1 to permit expedited review that sidesteps the competitive solicitation ordinarily required. On August 4 an administrative law judge rejected Meta’s motion to quash a subpoena that would have required the company to substantiate its investment, jobs and electricity-demand figures. On August 12, commissioners voted 3-1 to kill the subpoena over their own judge’s ruling. Intervenor testimony notes the campus load factor is confidential and “very high for any load,” and that Entergy did not model lower-demand scenarios — it relied on the figure Meta supplied.
The margin those sealed inputs support is thin. Entergy’s filed calculation shows roughly $28.5 billion in costs against $30.4 billion in revenue over 20 years, a net ratepayer benefit of about $1.9 billion, or 6.5 percent — falling to $991 million, or 3.5 percent, if Meta declines to renew. Projected capital costs for the project’s already-approved first phase rose 11.7 percent in May, from $3.9 billion to $4.4 billion, more than triple the cushion in the current case. Nothing in the record indicates either company has violated any law; the confidentiality was granted by elected regulators acting within their authority, and Entergy’s benefit claim is pending and unadjudicated.
Now connect that to the week’s largest regulatory action. As TIJ’s Regulatory Roundup reported, EPA finalized a partial repeal of the 2024 power plant carbon standards and projects $310 billion in savings. That estimate is an order of magnitude above the agency’s preliminary range of roughly $9.6 billion to $19 billion, and per EPA’s own analysis the revision is driven principally by rising AI data center energy demand. The agency separately projects that coal production for power-sector use will increase more than tenfold — a projection resting on EPA’s modeling that has not been independently verified at the time of publication.
In other words: the same class of input — forecast hyperscaler electricity demand — is sealed as a trade secret in a state rate case and is the swing variable in a $310 billion federal cost estimate. In neither venue has an outside party been able to test it. The public record does not yet establish whether either forecast is accurate.
The downstream numbers are, by contrast, observable. PJM’s independent market monitor attributed $6.5 billion, or 40 percent, of the $16.4 billion in December capacity auction costs to data center load, and $29.4 billion of $63.6 billion across the last four base auctions. The Energy Information Administration projects average residential electricity prices near 18.2 cents per kilowatt-hour in 2026, up from roughly 17.3 cents in 2025. There is also a disclosure asymmetry worth naming: Entergy Corporation told investors the Meta agreement drove its 2026-29 capital plan from roughly $43 billion to roughly $57 billion. Shareholders received a more specific picture of the deal’s economics than the customers who may underwrite them.
Transparency is expanding for algorithms and contracting for documents
Read together, the week’s regulatory docket shows two opposing movements.
Inspection duties on automated decision-making are rising sharply. The Justice Department’s proposed final judgment in the RealPage litigation, detailed in Friday’s Federal Register Watch, would bar apartment manager Pinnacle from using any third-party revenue management product trained on competitors’ data, require it to open its software code and pseudocode to government inspection, mandate annual general counsel certifications and employee attestations under penalty of perjury, and make up to 15 employees available for as much as 60 hours of interviews. Pinnacle does not admit liability. The SEC’s tokenized-securities order, covered in SEC Watch, conditions relief on deploying auditable, public smart contracts on a permissionless ledger and publicly disclosing affiliate trading activity. The Labor Department made state unemployment data disclosure to federal auditors mandatory; the CFTC finalized whistleblower award rules.
Documentary disclosure moved the other way. The SEC proposed rescinding Rule 14a-8, the shareholder-proposal rule in force since 1942, on the stated ground that it exceeds the Commission’s statutory authority. The FAR Council published roughly 274 pages of proposed procurement text with a single 31-day comment deadline of October 19. The $310 billion power plant repeal carries a 45-day comment period. And the Louisiana load forecast stays sealed.
The pattern is not necessarily contradictory — code inspection and comment periods serve different purposes. But the net effect is that machine-generated decisions increasingly face compulsory auditability while the human-filed documents that justify multibillion-dollar commitments face shorter windows and broader confidentiality.
Which verification mechanisms actually worked
Sorted by outcome, the week produces a clean result.
Mechanisms that do not require anyone’s permission succeeded. Senegal’s Cour des Comptes is a constitutional audit body; the DoD inspector general reports quarterly under a statutory mandate; GAO audits at congressional direction. All three produced revisions.
The mechanism that required a discretionary vote failed. The Earthjustice subpoena in Docket 32728 survived a judicial ruling and died at a commission vote eight days later.
Adversarial mechanisms are contested and slow. House Oversight voted 41-0 — a bipartisan margin — to recommend holding financier Leon Black in contempt for defying subpoenas in the Epstein inquiry; Black is contesting the subpoenas in court, and his challenge to the committee’s authority will now be tested. The ICIJ’s “China Capital” project required 4.8 million leaked records to document conduct at the Industrial and Commercial Bank of China; notably, ICIJ’s own analysis found that since 2014 courts and regulators in eight jurisdictions imposed at least $96 million in penalties on ICBC and its units. The regulatory trail existed. The conduct picture still took a leak. And 180 pages of FBI records on the Butler assassination attempt came out through FOIA litigation, not routine release.
Three charts this week’s data supports
For readers who want to see the pattern rather than read it, the week’s figures support three visualizations:
1. A claim-versus-record dumbbell chart, log-scaled, with one row per item: Senegal debt (74.41% → 99.67% of GDP), Senegal deficit (4.9% → 12.30%), DHS cost avoidance ($10.5B → $92M net), EPA savings estimate ($9.6–19B preliminary → $310B final). Every connector points the same direction as the claimant’s interest — the visual argument of the week.
2. A detectability chart plotting Senegal’s cumulative loan commitments against apparent disbursements, 2018–2023, as a share of GDP. Two lines that should converge instead open to a 33-point gap. Shading the divergence area answers the question “when was this catchable?” with “from roughly 2020 onward.”
3. A stacked bar of PJM capacity charges across the last four base auctions, splitting data-center-attributed costs ($29.4B) from the remainder of $63.6B, with capacity prices ($28.92 to $329.17 per megawatt-day) and the EIA residential price series overlaid on a secondary axis. This is the chart that translates a sealed load forecast into a household bill.
What to watch in the coming week
Louisiana, Dec. 16. The LPSC’s final vote on the seven proposed plants. The intervening question is whether any commissioner revisits confidentiality before the vote, since the cost-allocation debate in Congress — the House passed the Ratepayer Protection Act 417-3 on Sept. 16 — does not address disclosure at all.
Oct. 19. The FAR Council’s comment deadline on roughly 274 pages of proposed procurement rewrite. Watch small-business comment volume; a thin record on a rewrite this large is itself a finding.
EPA docket EPA-HQ-OAR-2025-0124. A 45-day comment window and a virtual hearing 15 days after the Sept. 17 publication. State attorneys general and environmental groups have signaled litigation. The contested technical question will be the modeling behind the $310 billion figure and the tenfold coal projection.
The IMF Executive Board on Senegal. Two decisions are pending: approval of the $2.2 billion ECF, and a misreporting case arising from disbursements made on figures now known to be wrong. The Board must either grant a waiver or seek repayment. Public reporting indicates the Fund has not sought immediate repayment — a departure from earlier precedents.
The House floor on the Black contempt referral, and the 60-day comment period on the Pinnacle consent decree, which will test whether code-inspection remedies draw industry objection.
The next DoD IG quarterly report, covering operations after June 30, including Strait of Hormuz activity the first report says continued past the April 7 ceasefire. Whether the $33.4 billion and $38 billion estimates converge is the number to track.
The week’s lesson is narrow and testable. The revisions that landed did not come from whistleblowers or leaks. They came from auditors comparing two public series, reading a contract ceiling correctly, and checking testimony against an agency’s own press release. The places where that comparison is currently impossible — a sealed load factor in Baton Rouge, an unverified demand forecast inside a $310 billion estimate — are the most likely sources of the next revision.
Right of reply: Entergy and Meta have stated their positions in filings, as described above; Meta declined to address the Louisiana commission at its August 12 meeting, citing non-party status. ICBC did not respond to ICIJ’s questions, and a Chinese government spokesperson rejected what it called “false narratives” of “opaque lending.” Leon Black is contesting the House subpoenas in court. Pinnacle does not admit liability. DHS has not published a response to GAO’s findings; the administration has disputed shortfall characterizations of munitions production. No criminal findings have been established against named former Senegalese officials in connection with the misreporting.