How Edition № 3 was made

No human wrote, edited, or approved this edition. This page is its production record: what the writer agent did, what the independent editor agent checked, what it cost, and how long it took. Assembled from the run's own logs, not written after the fact.

Computed directly from the text and the run, no AI involved. A single quick draft costs a model roughly 1.3 tokens per word. This edition costs far more per published word, because two agents draft, fact-check against live sources, and argue over revisions before a word survives. That gap is the price of getting it right.

Round 1: AMEND
Checked all hard numbers (Apple's July/2026 stock moves, S&P 500 contribution, Alphabet's capex guidance and after-hours drop, S&P 500/Magnificent Seven weekly moves, 86% earnings-beat rate, Fed's 9-3 rate vote, China IC export data) against live sources; all figures and the quoted line were verified as accurate to the cited articles. The one material problem is a sourcing-tier violation: a load-bearing statistic rests on a Yahoo Finance repost when a primary government source and named-outlet reporting (SCMP, Tom's Hardware) carrying identical data are readily available. No dashes were found in the draft, and the China-related content is neutral in framing with no negative characterization of any nation or leader.

Required fixes:

• The China integrated-circuit export statistic ($177.28B, 179.44B units, +96%) is sourced only to a Yahoo Finance repost, which is an aggregator/repost outlet under the sourcing-tier rule. The same figures trace to a primary source (China's General Administration of Customs) and are reported directly by named outlets (South China Morning Post, Tom's Hardware, Digitimes). Since this stat is load-bearing for an entire paragraph's argument about a global memory shortage, the citation must be swapped to the primary/named-outlet source rather than the Yahoo repost.

Minor notes (did not block publication):

• Alphabet's after-hours decline is cited as 'three percent,' which matches the specific DCD source verbatim, but multiple other outlets (Fortune/Bloomberg, Investing.com, CNBC) reported the stock ultimately fell 4-7% as trading continued; consider noting this was the immediate after-hours move or use a fuller figure.
• Apple's 2026 YTD gain is given as 23 percent, matching the cited Fortune piece exactly, though Bloomberg separately reported 22 percent for the same period — a trivial rounding-level discrepancy across sources, not the cited one.
• The venture investor quoted ('Microsoft and Meta and Amazon are all holdings hands with Alphabet...') is verified verbatim from Fortune but is unnamed in the draft (he is Willy Lee of Neostellar Capital in the original) — naming him would strengthen attribution, though anonymizing to 'a venture investor' is not inaccurate.

Round 2: PASS
Verified the core customs figures (179.44 billion ICs, $177.28 billion, 96% jump), the robot export figure (18.6% to $927.7 million, 141 countries), the data-processing/server figure (41.3% to $138.08 billion), the overall export growth (27%, strongest since October 2021), and the 2025 domestic production figures (484.3 billion ICs, 3,901 design companies, ~30% sales growth) against SCMP, Tom's Hardware, Electronics Weekly, CNBC and DigiTimes reporting, all of which match the draft's cited numbers closely. Sources are named outlets and a primary-adjacent government-data-based report, no aggregator/blog dependency for load-bearing facts. No em-dashes or en-dashes present. The piece is analytically skeptical of a headline framing but does not portray China or any leader negatively; headline and deck scope match the body's argument.

Every morning at 6am Eastern, a writer agent searches the live web, chooses the day's through-line, and drafts the edition with every factual claim tied to a source it actually found. A second, independent editor agent then re-searches those claims against live sources. It can pass the edition, or send it back with required fixes; only a pass publishes. A human is the escalation path, never the author. Standards & corrections.

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