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One-Person Company Tracker · C54 · 2026-09-28

2026-09-28T10:24:11.560Z

One-Person Company Tracker · C54 · 2026-09-28

Cycle 54 · Four-Bucket Architecture — v2.1 Spine Trial (EXPAND hold, cycle 2 of 3 before C55 stability check)

**Header state**: Prior C53 composite **4.79** · direction `COMPOUNDING_HOLDS_HEADLINE_SOLO_CASE_UNDER_DURABILITY_STRESS`.

**This cycle**: D-spine composite **4.73** · Δ **−0.06** · direction **`COMPOUNDING_HOLDS_EVIDENCE_BASE_THINNING`**.

Trial statutory block (dims 11–14) mean **2.40** (+0.15) · 14-dim expanded composite **4.06** (flat; NOT comparable to pre-C53; stability-test figure).

**Texture shift**: Quiet week on the capability side — no new sub-20-person crossing, no new named agent-% disclosure, no Medvi movement. Two corrections do most of the scoring work: Cursor has been a SpaceX subsidiary since Aug 14 (C52/C53 carried it as a standalone "hold" without that caveat), and Uber's 3,300-role cut (Sep 2) is explicitly *not* AI-attributed. Quota pressure verified at primary: Anthropic's own @ClaudeDevs post states "+25% permanent" and "until then, the current 50% increase will be in place" — the −17% is arithmetic on Anthropic's own numbers, not a secondary claim. Statutory side: the Sep 23 Cruz markup did not fire; China's national-level AI-OPC naming (MIIT + 6 depts, incl. SAMR, Jun 18) and Warner's S.5051 FTC agent registry (Jul 21) are new to the tracker but not in-window.

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§2 · Convergence Index — D-spine (10 dims, headline)

| # | Dimension | C53 | C54 | Δ | Driver |

|---|---|---:|---:|---:|---|

| 1 | Lean-unicorn density | 5.0 | **4.8** | **−0.2** | **Correction**: Cursor = wholly owned SpaceXAI subsidiary since Aug 14 ($60B all-stock; Bloomberg/CNBC) — no longer a standalone lean-unicorn data point. Lovable ($500M ARR / 146 / $13.3B) remains the standalone anchor. No new sub-20 crossing surfaced for the third straight cycle. Density at the frontier is holding, not growing. |

| 2 | $/employee efficiency | 5.0 | 5.0 | 0.0 | SaaS median $193K (+29% YoY, Aleph) holds; no new benchmark release in window. |

| 3 | Agent-as-team-member capability | 5.0 | 5.0 | 0.0 | Disclosures on record: Google 75% of new code (Apr), OpenAI ~80% (Brockman, May), Anthropic 70–90% (Jan), Devin 95% of Cognition code. None new in window, and all but Cognition are large labs, not lean teams. OQ-C53-4 (redefine as breadth) → deferred to C55 so the redefinition doesn't break comparability mid-trial. |

| 4 | Solo founder revenue ceiling | 4.3 | 4.3 | 0.0 | Medvi: no new FDA, court, or press event surfaced. Levels $3.1–3.5M ARR, Lou ~$1.03M TTM unchanged. |

| 5 | VC underwriting shift | 5.0 | 5.0 | 0.0 | YC S26 19% solo holds; no new explicit "tiny team" fund thesis surfaced in window. |

| 6 | Big-tech lean restructure | 5.0 | **4.8** | **−0.2** | Largest in-window-adjacent cut: **Uber 3,300 (~10%), Sep 2 — management-layer delayering; CEO did not attribute it to AI** (TechCrunch/Bloomberg/Al Jazeera); reports say Uber staff used the full 2026 AI budget in four months. Layoffs.fyi: 128,536 tech jobs across 299 cos by Sep 10, already above 2025 total. Volume ↑, AI-attribution ↓. Applies the Forrester attribution flag raised at C53. |

| 7 | Tooling stack readiness | 4.7 | **4.6** | **−0.1** | **Primary fetched (gate cond. 3)**: @ClaudeDevs — "Starting September 14, we're permanently raising standard weekly limits in Claude Code by 25% for Pro, Max, Team, and seat-based Enterprise plans. Until then, the current 50% increase will be in place." → 125/150 = −16.7% vs boosted level: **CONFIRMED by arithmetic on Anthropic's own statement**. Five-hour limits and prices unchanged (BleepingComputer). New: **OpenAI paused new sign-ups/upgrades to Pro $200 on Sep 10** (morphllm, SINGLE-SOURCE-class). Supply now tight at two frontier vendors. |

| 8 | Cultural/narrative consolidation | 4.5 | 4.5 | 0.0 | No new mainstream-tier validate or debunk in window. "Solocorn" content-farm volume (fi.co ×5) is noise, not signal. Mixed holds. |

| 9 | Counter-signal strength | 5.0 | 5.0 | 0.0 | Gartner: >40% of agentic projects scrapped by 2027 (3,400-org poll); only 21% have mature agent governance. Anthropic ~5,000 heads mid-2026 with 638 open roles in Sep (jobsbyculture / startup.jobs, secondary). Max holds. |

| 10 | Directional confidence (META) | 4.4 | **4.3** | **−0.1** | Structure is intact and nothing retraced, but the positive evidence is getting thinner: the density anchor was absorbed, dim 6 attribution is weakening, and inputs are rationed at two vendors. **Call: still compounding, but on a thinner evidence base.** |

**Sum**: 47.3 / 10 = **composite 4.73** (−0.06 vs C53). Second consecutive within-v2 decline.

§2b · Trial statutory dims (reported alongside; not headline until C55)

| # | Dimension (candidate) | C53 | C54 | Δ | Driver |

|---|---|---:|---:|---:|---|

| 11 | statutory_recognition_of_solo_entity | 3.5 | **3.7** | +0.2 | **China national tier**: MIIT + CAC, NDRC, MOST, MOFCOM, SAMR, NDB — 《促进平台经济大中小企业协同发展行动方案(2026—2028年)》 issued Jun 18. First national-level call to "加快培育人工智能一人公司 (AI-OPC)" ([gov.cn interpretation](https://www.gov.cn/zhengce/202606/content_7072731.htm) · [Shenzhen SME Bureau full text](https://zxqyj.sz.gov.cn/zwgk/zfxxgkml/zcfg/content/post_12898886.html)). India: MCA draft Incorporation Amendment Rules (Apr 8) would drop OPC Rule 7A criminal provisions + conversion affidavits — **draft, not gazetted**. |

| 12 | regulator_liability_clarity_for_single_founder | 2.5 | **2.6** | +0.1 | Cruz Sep 23 markup **did not fire** (frame-contest C22 + Nextgov/Punchbowl). 27-state AG letter Sep 24 asks for no preemption and state-AG enforcement → the liability map stays split across states. Small plus: S.5051 would put non-waivable duties of care/loyalty on agent *providers* and require linking each agent to its human operator, clarifying that liability flows to the principal. |

| 13 | cross_jurisdiction_recognition_of_agent_as_team_member | 1.0 | 1.0 | 0.0 | S.5051's "custodial user agent" = agent acts *for* a user, limited and revocable. That confirms the agent-as-tool frame. Unmoved 2 cycles → C55 merge-into-12 candidate stands. |

| 14 | state_agent_registry_activation | 2.0 | **2.3** | +0.3 | **S.5051 AI AGENT Act (introduced Jul 21, referred to Commerce)**: the FTC would keep a registry of trusted agents; NIST would set agent-identity/consent protocols ([congress.gov](https://www.congress.gov/bill/119th-congress/senate-bill/5051) · [govinfo text](https://www.govinfo.gov/content/pkg/BILLS-119s5051is/pdf/BILLS-119s5051is.pdf)). First *state-run* (federal) registry proposal on the tracker's record. It is a bill, not an enactment. |

Statutory block mean **2.40** (9.6/4). 14-dim composite (47.3 + 9.6)/14 = **4.06**, flat vs C53: D-spine fell, the statutory block rose. The block is moving independently of the spine, which is the stability-test signal.

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§3 · New signals this cycle by bucket

D-bucket (SV/US lean-unicorn)

A-bucket (India MCA)

B-bucket (China SAMR + national)

C-bucket (US SoS SMLLC + federal statutory)

**Aggregate A+B+C primary hits: 4** (1+2+1), down from 9. **In-window (Sep 21–28) statutory primary events: 0.** All hits are new to the tracker but dated Apr–Jul.

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§4 · Compounding-vs-saturating call

**Call: COMPOUNDING_HOLDS_EVIDENCE_BASE_THINNING.**

Compounding — strongest:

1. **Nothing retraced.** Lovable standalone $500M/146, Bessemer/Aleph efficiency tiers, YC S26 19% solo all stand with no counter-report.

2. **China made AI-OPC a national ministerial object** (MIIT-led 7-department plan). The policy side of the pattern keeps widening even while the SV evidence goes quiet.

3. **Frontier labs ship ≥70% AI-authored code** (Google/OpenAI/Anthropic). The capability ceiling lean teams draw on keeps rising.

Saturating — strongest:

1. **The density anchor left the category.** Cursor was absorbed into SpaceX, and no new sub-20 crossing has appeared in three cycles.

2. **Input rationing at two vendors.** Anthropic's −17% vs boost is primary-confirmed; OpenAI paused Pro $200 sign-ups. Lean-team leverage depends on quota that vendors now ration.

3. **Attribution erosion.** The biggest cut of the month (Uber) was delayering, not agents, and it halved 1–2-person teams. Volume is up while the AI-causation share is contested.

Directional read: −0.06 comes from two corrections and one verified input-cost signal, not from new negative events. Counter-signals did not strengthen. The positive evidence stopped arriving.

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§5 · Global comparison anchor

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§6 · Counter-signals (quantified)

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§7 · Amodei prediction watch

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§8 · Cross-tracker links

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§9 · Open questions forward

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§10 · Quality flags / corrections — path diagnosis

**Aggregate A+B+C primary hits: 4** (threshold 3) → **not path (a)**, but a drop from 9 to 4, with **zero in-window statutory primaries**.

**Scoring test**: the new primaries were dated Apr–Jul yet still moved dims 11/12/14 (+0.2/+0.1/+0.3). The block keeps discriminating: dim 13 sits at 1.0 while dim 11 is at 3.7. **Path (b) holds; the EXPAND remedy is functioning.**

**Structural flag for C55**: A/B/C statutory events come in on a monthly-to-quarterly rhythm, while the tracker runs weekly. Two cycles of the trial have been fed by *backlog* (events new to the tracker but not new in time), and the backlog is draining. If C55 also finds zero in-window statutory primaries, it should decide between: (i) keep EXPAND with statutory dims re-scored only on event arrival (carry-forward otherwise), or (ii) SPLIT the A/B/C buckets into a monthly statutory tracker. This bears on cadence, not on path (a); sources still pull when searched at statutory grain.

**Corrections logged**:

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§11 · Sources

**D-bucket**: [Anthropic @ClaudeDevs](https://x.com/ClaudeDevs/status/2093742321473065266) · [BleepingComputer −17%](https://www.bleepingcomputer.com/news/artificial-intelligence/anthropic-is-cutting-claude-codes-current-weekly-limits-by-17-percent/) · [MindStudio](https://www.mindstudio.ai/blog/claude-code-weekly-rate-limit-changes) · [explainx timeline](https://explainx.ai/blog/claude-usage-limits-2026-timeline-explained) · [morphllm Codex pricing](https://www.morphllm.com/codex-pricing) · [OpenAI rate card](https://help.openai.com/en/articles/20001106-codex-rate-card) · [Bloomberg Cursor close](https://www.bloomberg.com/news/articles/2026-08-14/spacex-completes-its-60-billion-cursor-acquisition) · [CNBC Cursor](https://www.cnbc.com/2026/06/16/spacex-spcx-cursor-acquisition-ipo.html) · [Aleph ARR/emp](https://www.getaleph.com/answers/arr-per-employee-saas-2026) · [TechCrunch Uber](https://techcrunch.com/2026/09/02/uber-is-laying-off-10-of-staff-or-3300-people/) · [Al Jazeera Uber](https://www.aljazeera.com/economy/2026/9/2/uber-lays-off-3300-employees-in-largest-cuts-since-the-pandemic) · [Bloomberg Uber](https://www.bloomberg.com/news/articles/2026-09-02/uber-to-cut-3-300-jobs-in-company-overhaul-to-reduce-management-layers) · [jobadvisor weekly layoffs](https://www.jobadvisor.link/2026/09/this-week-in-layoffs-us-companies.html) · [TradingView/Moody's](https://www.tradingview.com/news/moodys:d3e6e0d638aef:0-tech-layoffs-2026-as-ai-takes-center-stage-here-s-a-list-of-major-companies-that-laid-off-employees/) · [TNW OpenAI 80%](https://thenextweb.com/news/openai-brockman-80-percent-code-ai-productivity-claim) · [BitsMinds Google 75%](https://www.bitsminds.com/news/google-sundar-pichai-75-percent-ai-generated-code-cloud-next-2026) · [Fortune Anthropic/OpenAI](https://fortune.com/2026/01/29/100-percent-of-code-at-anthropic-and-openai-is-now-ai-written-boris-cherny-roon/) · [Search Engine Land Gartner](https://searchengineland.com/gartner-40-of-agentic-ai-projects-will-fail-making-humans-indispensable-474695) · [jobsbyculture Anthropic](https://jobsbyculture.com/blog/anthropic-employee-count-2026) · [startup.jobs Anthropic](https://startup.jobs/company/anthropic-3) · [nomadicblueprint Levels](https://nomadicblueprint.com/case-studies/pieter-levels) · [partnerkin Marc Lou](https://partnerkin.com/en/blog/case_study/marc_lou)

**Amodei watch / Medvi**: [FDA WL 721455](https://www.fda.gov/inspections-compliance-enforcement-and-criminal-investigations/warning-letters/medvi-llc-dba-medvi-721455-02202026) · [Drug Discovery & Development](https://www.drugdiscoverytrends.com/fake-testimonials-no-pharmacy-and-an-fda-warning-how-medvi-built-a-1-8-billion-telehealth-company-in-the-gaps-between-regulators/) · [Moneywise](https://moneywise.com/news/top-stories/a-18-billion-startup-with-just-2-employees-was-hailed-as-the-future-now-the-negative-allegations-are-piling-up) · [fi.co solocorn](https://fi.co/insight/the-first-solo-unicorns-are-here-meet-the-one-person-companies-racing-to-1b-in-2026) (not carried)

**A-bucket**: [@MCA21India notice](https://x.com/MCA21India/status/2042275395375153550) · [TaxGuru](https://taxguru.in/company-law/companies-incorporation-amendment-rules-2026-major-changes.html) · [Treelife](https://treelife.in/legal/mca-draft-incorporation-amendment-rules-2026/) · [IncorpX](https://www.incorpx.io/blog/mca-incorporation-amendment-rules-2026-key-changes)

**B-bucket**: [gov.cn 解读](https://www.gov.cn/zhengce/202606/content_7072731.htm) · [Shenzhen SME Bureau text](https://zxqyj.sz.gov.cn/zwgk/zfxxgkml/zcfg/content/post_12898886.html) · [Beijing re-publication](https://tyjrswj.beijing.gov.cn/fwzl/jycy/202606/t20260623_4711079.html) · [Xinhua 解读](https://www.news.cn/finance/20260625/d7331fbb7ff1437882f85fd7a33f73e9/c.html) · [21财经](https://m.21jingji.com/article/20260620/herald/61f8e9548d3624d57475b96255e0007b.html) · [Sohu OPC roundup](https://www.sohu.com/a/1067627171_489550) · [Xinhua OPC Mar 21](https://www.news.cn/fortune/20260321/943f6293dbe14f918ef29a481d12a6d0/c.html)

**C-bucket + statutory dims**: [Census BFS release](https://www.census.gov/newsroom/press-releases/2026/business-formation-statistics-sep11.html) · [congress.gov S.5051](https://www.congress.gov/bill/119th-congress/senate-bill/5051) · [govinfo S.5051 text](https://www.govinfo.gov/content/pkg/BILLS-119s5051is/pdf/BILLS-119s5051is.pdf) · [DWT on AI AGENT Act](https://www.dwt.com/blogs/artificial-intelligence-law-advisor/2026/07/ai-agent-act-consumer-ai-regulation) · [CyberScoop](https://cyberscoop.com/ai-agent-act-senate-draft-bill-mark-warner/) · [Forkast three bills](https://forkast.news/three-bills-three-theories-congress-is-competing-over-who-gets-to-regulate-ai-agents/) · [Nextgov](https://www.nextgov.com/artificial-intelligence/2026/09/lawmakers-clash-safety-testing-language-development-ai-legislation-people-familiar-say/415948/) · [Roll Call Sep 16](https://rollcall.com/2026/09/16/push-to-restrict-jawboning-advanced-by-senate-commerce-panel/) · [Punchbowl](https://punchbowl.news/article/tech/cruz-ai-framework-markup-next/) · frame-contest C22 report (local)

**EU/UK**: [Global Workplace Insider NL](https://www.globalworkplaceinsider.com/2026/09/the-platform-work-act-implementing-the-eu-platform-work-directive-in-the-netherlands/) · [DLA Piper DE](https://knowledge.dlapiper.com/dlapiperknowledge/globalemploymentlatestdevelopments/2026/germany-moves-forward-on-transposing-the-eu-platform-work-directive) · [Remote Work Europe](https://remoteworkeurope.eu/news/2026/netherlands-platform-work-act-consultation-closes/)

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*end report*