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p(doom) evidence — Node 6: GAAIA & federal preemption

July 5, 2026

Evidence index · 中文 · Main post

Each section: Claim · Why · Evidence · Analogue · Would update if · Conf (H/M/L).


Parent: Node 6 policy brief


P = 0.12 — GAAIA passes with 3-year state preemption intact

Claim: House/Senate passes GAAIA-class bill including 3-year preemption of state “model development” rules.

Why: Strongest federal safety text yet (Jun 2026 draft) but preemption fought same as Cruz moratorium — industry wants one federal rule; states resist. 12% = tail not modal: Encode + unions + Newsom-style governors historically block pure preemption.

Evidence:

  • (internal note) — GAAIA Jun 4 2026; Cruz stripped 99–1 Jul 2025
  • (internal note) §T2 P=0.12 (same event)
  • (internal note) §3.4 GAAIA vs SB 53 table
  • ~$8.5M Q1 2026 lobbying on preemption (playbook)

Analogue: ACA vs state health laws — partial preemption fights took years.

Would update if: Bipartisan markup keeps preemption + White House endorsement.

Conf: M


P = 0.18 — GAAIA passes, preemption stripped

Claim: Federal audit/reporting law passes without gutting SB 53/RAISE dev obligations.

Why: Compromise path — Banks/Trahan safety text + Wiener/Encode strip preemption (mirrors SB 1047→SB 53 negotiation). More likely than full preemption win.

Evidence:

  • SB 1047 veto → SB 53 signed (transparency survives, caps die)
  • Anthropic endorsed SB 53, criticized heavy-handed caps
  • node4 GAAIA passes House 0.25 — subset is stripped-preemption pass

Conf: M


P = 0.45 — Gridlock; states primary

Claim: No federal law by 2028; SB 53 + RAISE enforce as designed.

Why: Default US federal dysfunction on tech; Trump EO voluntary framework may satisfy industry enough to kill GAAIA urgency. States already moving (SB 53 law, RAISE effective 2027-01-01).

Evidence:

  • FLI 2023 → zero federal law
  • EO 14409 Jun 2026 as federal substitute
  • (internal note) RAISE P=0.70 prep

Conf: M


P = 0.25 — GAAIA dies; EO-only federal framework

Claim: GAAIA fails; Trump-class voluntary review becomes de facto federal standard.

Why: Industry preference for voluntary + export controls over statutory audits. OpenAI alignment with lighter EO.

Evidence:

  • Playbook §Trump EO 2026-06 — explicitly not mandatory licensing
  • Same-month cluster: EO + GAAIA + Banks letter — EO may satisfy moderate Rs

Conf: M


P = 0.55 — Unions + populist right block federal preemption (conditional on GAAIA floor)

Claim: If GAAIA reaches floor, ~55% chance preemption stripped or bill dies (joint with Encode).

Why: Jul 2025 Cruz moratorium stripped 99–1 — left + right united against federal ban on state AI action. Preemption is different frame but overlapping coalition.

Evidence:

  • node1 anti-preemption 0.55
  • Playbook §1.4 coalitions

Conf: M


p(doom) — P(no effective pause) +1–3pp if O1

Claim: Federal preemption win increases P(coordination failure on pause) modestly.

Why: Removes state-level “laboratory” for harder rules; centralizes to DC where pause is dead. Does not directly cause extinction.

Evidence:

Conf: L–M


Phase 2b — AI-lab-as-state / classified defense stack (crosscut §4)

Source: crosscut secondary cruxes §4 — ranked #4 leverage on ~17% doom region (emergent sim) (+2–4pp if natsec capture tail).
Parent link: Extends Node 6 GAAIA/preemption; ties to Node 4 §10 E4 (P=0.37), Trigger E2 classification fight.

Claim — alignment migrates to classified/natsec channel

Frontier AI governance migrates to classified/natsec channel: Palantir/Anduril-style integration, Pentagon deals (xAI Feb 2026), CAISI/Banks visibility demands, NSA vs CAISI turf. Alignment debates happen in secret — increasing P(E4), decreasing public Trigger E, increasing race + modal oversight without halt.

Node 6 framing: GAAIA/EO modal path (§Gridlock 0.45, §EO-only 0.25) assumes public federal rulemaking. Classified stack crux says parallel track may absorb C10 eval fights — weakening public preemption fight while hardening E4 no-leak path.


P(modal / tail) — dual track vs natsec capture vs transparency win

OutcomePNotesNode 6 / N4 mapping
Modal: Dual track — public voluntary EO + classified evals0.60Jun 2026 stack (EO 14409, GAAIA, Banks, OpenAI blueprint)Reinforces §Gridlock 0.45 + EO-only 0.25 combined public track
Tail: Natsec capture — alignment classified; public gets sanitized RSI essays only0.28E4 path amplified↑ Node 4 §10 P(E4) from 0.37 — not independent; conditional boost
Tail: Transparency win — CAISI public benchmarks + anti-NSA-solo (Banks framing) holds0.12Encode/state allies↓ E4; ↑ Trigger E1/E2 if public benchmarks leak concern

Conditional dynamics:

P(public Trigger E | natsec capture tail) << P(public Trigger E | modal dual track)
P(E4 | natsec capture) ≈ 0.50–0.55  (vs baseline 0.37)
P(GAAIA with natsec exempt deployment category) ↑ if capture tail

Evidence — xAI, Banks, OpenAI blueprint, AISI→CAISI

StreamDetailp(doom) direction
xAI Pentagon Grok (Feb 2026)“All lawful purposes” — no Anthropic-style safeguards↑ race; ↓ public alignment leverage
Banks letter (Jun 2026)RSI testing, unpublished internal models visibility, CAISI vs NSANatsec hawk, not pause — visibility not veto
OpenAI blueprint (Jun 2026)CAISI mandatory eval, RSI indicators — visibility not veto; preemption negotiationSupports §P=0.18 stripped GAAIA; not halt
AISI → CAISI rebrand (Jun 2025)Shift from broad societal risk to innovation/natsecModal dual-track evidence
Node 4 §10 E4Natsec classification criminal exposure for leakers; managed disclosure cheaperP(E4)=0.37 baseline — capture tail pushes higher
Node 3Theft crisis → more classified evals, same P(halt)Race cluster hot without brake

Sources: (internal note); research_RSI_june2026_glossary_and_responses.md; research_recursive_self_improvement_SOTA_2026.md §4.


E4 no-public-leak path — amplified under classified stack

Mechanism: When C10 evals move SCI/SAP-adjacent, E4 becomes cheaper than E1/E2:

FactorEffect on E4Evidence
Criminal exposure for leakers↑ E4CFAA/espionage risk on eval dump (Node 4 §8 E2)
Managed disclosure substitute↑ E4Anthropic RSI (2026-06) — corporate-framed warning same month as EO/GAAIA
Whistleblower pipeline thinning↑ E4Sharma “exit not organize” (2026) — Node 4 §10
Banks visibility without public release↑ E4Regulators see evals; public sees sanitized summary
No training halt from classified reviewModalClassified eval pause — parallel to Saunders → transparency not compute

Quantitative sketch: Baseline P(E4)=0.37 (Node 4 §10). Under natsec capture tail (P=0.28 of this crux), conditional P(E4 | capture) ≈ 0.50–0.55 — public Trigger E mass shifts to E4.

Policy consequence for Node 6: GAAIA public audit text may pass (§P=0.18 stripped) while C10 scheming evals sit in classified annex — modal oversight without halt (Cluster A, correlation matrix).


Palantir / Anduril — classified stack and revolving door

Institutional fusion (not necessarily ideological capture):

EntityRoleTimeline relevance
PalantirData fusion, natsec analytics, classified contractsTemplate for lab-as-state integration — eval visibility to IC without public leak
AndurilDefense AI, autonomous systems, LatticeDefense-AI stack vendor class — competes with frontier labs for classified deployment slots
MTS pipelineAnduril → Anthropic Applied AI (reported)Talent revolving door — institutional fusion
Alex Boresex-Palantir, RAISE (NY)State-level vetting bridge — public track; different from classified eval
Kevin Zhu / Doom DebatesCS students avoid Palantir on liberal biasPolarized talent/politics — AI safety coded TESCREAL-left → right-flank anti-pause alliance space

Natsec capture tail (P=0.28): Alignment/scheming evals default SCI/SAP-classified; public gets RSI essays; Palantir/Anduril-class integrators run classified eval pipeline — not frontier lab safety team with public veto.

Counter-tail transparency win (P=0.12): Banks framing blocks NSA-only lane; CAISI publishes redacted scheming eval summaries — forces Node 4 Trigger E2 despite classification fight.


Defense-AI stack — alignment debates in secret

Claim: Under natsec capture, alignment debates happen in secret — decreasing public Trigger E, increasing race + modal oversight without halt.

DimensionPublic trackClassified / defense-AI track
Scheming eval resultsSanitized blog (RSI essay class)Full probes in SAP compartment
Halt decisionConditional pause rhetoric (no verify)No public halt; IC continuity mission
Whistleblower Trigger EE1 memo, E2 dumpSuppressed — E4 modal
GAAIA / EOVoluntary review, audit reportingExempt natsec deployment category (tail risk)
Race narrative”Beat China” publicClassified eval accelerates mil deployment without public scare

Alignment in secret — p(doom): Public cannot apply political pressure for halt what they cannot see; P(organized pause); P(no shutdown at ASI) load-bearing P #6. Whistleblower E2 (eval dump) despite classification would shift back to Node 4 tail — low P under capture.

Interaction Node 2: Natsec framing helps BMIA (physical layer) while hurting CBRN eval mandates — split governance (crosscut secondary cruxes §4 links table).


p(doom) direction — natsec capture vs transparency win

PathEffect on doom region (emergent sim)Cluster
Natsec capture tail (0.28)+2–4ppCluster A — P(no pause), P(E4), P(race post-theft) ↑; public whistleblower ↓
Modal dual track (0.60)+0–1ppPublic EO + classified evals — already partially in Node 6 base rates
Transparency win tail (0.12)−1ppCAISI public benchmarks; anti-NSA-solo holds

Rough: Natsec capture vs transparency win → +2–4pp vs −1pp on extinction (crosscut secondary cruxes §4).

Node 6 O1 preemption interaction: Capture tail increases industry preference for single federal classified framework (§P=0.12 full preemption or EO-only 0.25) — state vetting labs (SB 53) bypassed for natsec deployment category.


Would update if — falsifiers and confirmers

ObservationDirection
C10 evals SCI/SAP-classified by defaultUp (capture)
GAAIA passes with exempt natsec deployment categoryUp (capture)
Second frontier lab signs unrestricted classified contract (xAI-class)Up (capture)
CAISI publishes redacted scheming eval summaries with statutory basisDown (transparency)
Banks/OpenAI blueprint blocks NSA-only testing laneDown (transparency)
Whistleblower E2 (eval dump) despite classificationDown (capture) → Node 4 tail

NodeLink
N4 §10 E4P(E4)=0.37; classification ↑ leak cost
N4 §8 E2Eval dump — classification fight
N6GAAIA O1 preemption; CAISI codification; Trump EO modal
N3Export controls + classified evals post-theft
N2Natsec helps BMIA physical layer; hurts CBRN eval mandates
correlation matrixCluster A acceleration / race

Phase 2b status (Node 6): 8 sections appended 2026-07-04. Crosscut §4 — zero omissions.