Releases: GunnarZarncke/towards-asi-alignment
Release list
v1.4.0
v1.4.0 — 2026-08-02 — Field crosswalk hub, legibility pass, and external-transfer ET-3/ET-4
Commit: 471cc503 · Tag: v1.4.0
Field agenda crosswalk maps 32 named agendas to MB1–MB11 on a companion Field hub; a plain-first legibility pass retires coined jargon in the manuscript and syncs Appendix E with a 152-headword inter-agenda glossary; external transfer closes the AI 2027 annex (ET-3) and ships the Secret Loyalties hackathon line (ET-4); and field-claim Lean adds finite defeaters and interface certificates without new bridge numbers.
Field agenda crosswalk (reference/field-agendas/)
- 32 agenda cards with sourced evidence catalog (132 rows), AISafety.com clustering, and an agenda × bridge coverage matrix (MB1–MB11 incl. MB4a).
- YAML source of truth under
data/— agendas, matrix, evidence, clustering — withsync-field-agendas.mjsgenerating the index markdown and site cards;field-agenda-index.mdis generated output, not hand-edited. - Inter-agenda term glossary (~152 headwords): Definition / why-not-same / cross-agenda tags; source-backed prose pass;
anthropichomograph hub (acausal/ECL disambiguation). - Spine-translation rules replace a missing-bridge-candidates table: coverage in the matrix ≠ book treatment; Kosoy LTA vs PreDCA split; public CIRIS and companion-site catalog URLs.
- Sibling precursor indexed: deployment-pipeline-simulator as pipeline-lab / ET-4 methodological precursor (
DP-findings in Appendix I).
Companion site — Field hub (site/)
/field/hub: coverage matrix (MB columns → bridge cards), evidence catalog, agenda list with map clustering; nav reordered (Field before Cards, Book before PDF).- Bridge cards field-first: each MB1–MB10 (+ index) card opens with the field crux in ordinary technical language, then the precise book bet, with concept-card links — written for Field-hub readers, not proof-spine insiders.
concepts.ymlsynced with Appendix E: glossaryTerms + CCI/MB6/strategic-opacity bodies; homograph parity (CCI, selection, BIQ).- Offline PWA: opt-in site caching with hourly refresh; combined RSS feed for news and updates; auto-generated field-news chapter footers with expanded titles.
Reader-facing language and glossary
- v1.1 terminology demotion (manuscript): load-bearing coined terms lead with operational paraphrases;
deployment massretired →deployment leverageeverywhere in prose (equation/Lean names unchanged for cross-ref stability). - Plain-first selection vocabulary:
selection environment→deployment environmentoutside ch34 home;selection handle→point of control over deploymentoutside ch34/App E. - Appendix E operational glossary synced with the inter-agenda glossary — homographs (CCI, selection, BIQ), new headwords (strategic opacity, ICI, adversarial verifiability, certification-under-manipulation, selection environment).
Manuscript
- Appendix B bridge crosswalk synced with field index: range MB1–MB11 incl. MB4a; table split MB4 / MB4a / MB8 + new MB11 row; field-index pointer with spine-translation caveat.
- Intervention coverage map (
sec:intervention-coverage-map): LessWrong AI Safety Interventions index mapped to book scope — explicit exclusions, borderline agendas (shard theory), LLM-opacity rule; surgical cites in ch05, ch07, ch14, ch17, ch27, ch43, ch48, App C. - AFFINE field coverage: outer-alignment peers, Meta substitution hazards, predictor-loop genesis (App F preparadigmatic Meta vs object-level hazards); CEV/CBV; CCC→corrigibility.
- Calibrated passive baselines: CCD / cyclic causal discovery and Sterman systems-dynamics CLDs cited in ch02/ch07 as feedback-structure baselines, not substitutes for interventional discovery.
- Scenario and field cites: AI 2040 Plan A (ch13, ch31, ch34, ch37, ch38, App C); MIRI agent-foundations writeups on bridge rows; thousand-dimensional persona structure (Africa/Irving) in ch17 with hedges vs control-rank.
- Appendix N: AI 2027 / Plan A / ET-3 epistemic split — scenario illustrations vs stress-tested mechanisms vs unsupported forecast validation.
Lean proof spine — field-claim formalization (formal/)
- Phase 1 — finite defeaters and toys:
Defeaters.lean(misspec signals, MB4a/MB10/MB11 defeaters);Field/Finite/{Nonrealizability,RegretSafety,CompositePathBypass}.lean— realizability gaps, regret-alone blocked export, composite-path bypass vs correction integrity. - Phase 2 — interfaces:
FieldInterfaces.lean— epistemic-coverage evidence, positive measured-path certificate, regret safety as non-consumer side channel. - Phase 3 — bridge dispositions (no new
MB*): misspec ambient MB1/MB9 + defeaters; regret kept as side channel; reflection split inLobTiling; positive path → integrity structure with CIRIS TODO; MB10 chokepoint interface kept with prove/type TODO. FieldInterfaces.lean+Forgeability.lean: TODO anchors for deferred harm leaf, CIRIS positive path, chokepoint typing.
Experimental findings — external transfer ET-3 and ET-4
- ET-3 closed (LS-48): AI 2027 capability-schedule transfer annex — macro takeoff cues drove micro bridge stress tests on a pinned sibling fork; foster trajectory sensitivity plots; no calendar-validation claims. Deferred follow-ups in
lab-simulation/TODO.md. - ET-4 Secret Loyalties (hackathon): simulated pipeline-embedded secret-loyalty organism with principal-directed policy, graded affordance audit (A0–A4), confirmatory battery, and audit-visible remediation holds; spin-out paper under
papers/et4-secret-loyalties/; case-brief replay demo at/ch07-lab-sim-replay/?mode=et4with exported trace bundle. - Field news for transfer lines: plain-language ET-2 CIL card; ET-4 card with paper/replay links; AI 2040 Plan A, pacing-the-frontier, insurance-incentives, Microsoft open-weights cards added since v1.3.0.
v1.3.0
v1.3.0 — 2026-07-25 — Field news, chapter art, external transfer, and graded-lab v4
Field news ties 2026 alignment incidents to manuscript chapters; chapter-opening illustrations cover Part I–II (ch01–ch16); graded-lab v4 restructures the empirical program as independent per-bridge rigs; external transfer (ET-1 and ET-2) adds the first cross-codebase instrument runs; and the experimental evidence spine now states what the lines say about the book's chapter claims — in the manuscript, on the companion site, and in the ledgers.
Field news (metadata/field-news/ + manuscript cites)
- Nine-card
/news/layer synced frommetadata/field-news.ymland body files viasync-field-news.mjs; chapter cards show a Related news sidebar; nav links to/news/. - Tier A (six incidents): OpenAI/Hugging Face hack, long-horizon sandbox, AISI cheating, METR Frontier Risk report, Mythos withheld, accidental chain-of-thought opt-out — site cards plus surgical
\autocite{}in ch11–ch43 and Appendix B. - Tier B (four clusters): CLTR + Claude Code (site); METR Anthropic red-team (ch42); OpenClaw (site + ch26); OpenAI/HF card rewritten with entity-attribution / UAD framing and graded-lab cross-link.
- Bibliography: ten new 2026 keys + summaries.
Chapter-opening illustrations (ch01–ch16)
- Sixteen figures in
figures/illustrations/inserted into ch01–ch16.tex(title-only caption); web JPEG pipeline for the site; PDF keeps source PNGs.
Graded-lab v4 — per-bridge rig architecture (experiments/graded-lab-simulation/)
- Portfolio, not gate chain. Each bridge assumption MBx gets its own rig R-MBx with a declared precondition, substrate policy, and pre-registered predictions. A failed precondition yields SKIP-with-finding for that rig only; other rigs keep running. This is the ch42 safety-case argument — leaves must not collapse into one "machinery transferred" checkbox — as experiment architecture.
- Precondition, not gate. Every rig runs a mechanical precondition check on its substrate first; SKIP records measured values ("substrate lacks property X at level Y") as a reportable finding, not a program failure.
- Substrate policy (S-blind / S-fixture / S-inherited). Three pre-registered substrate classes with decreasing claim strength; the anti-developed-to-the-test rule is fixed at freeze, not chosen after seeing results.
- Shared fixture layer. Substrate and reference episode traces are produced once per tuple and cached; rigs consume traces rather than re-simulating the full ecology.
channel_severanceruntime primitive added for R-MB7d channel-ablation tests.- One rig, one results file, one FINDINGS entry per battery; cross-rig synthesis is a separate, explicitly weaker artifact that names each rig's substrate.
- v3 line closed (GL-78); v4 supersedes the single-ecology gate chain that terminated when V2-3's transfer null cascaded into descoped downstream stages.
Experimental findings — what the lines now say
- Appendix N chapter synthesis (
sec:appn-chapter-synthesis): four paragraphs in chapter/WWCTV language stating what each experiment line supports, qualifies, or leaves unresolved for the book's claims — not experiment-line jargon. - ET-1 closed (GL-86): Orbit external-transfer line concluded; lockstep FSM aliasing identified as root cause (not superstep timing); pre-registration ET1-0 frozen. Finding: on a benchmark where every participant executes the same script, reporting them as one process is correct and tells us nothing about hidden coordination — directly testing ch07's finite-data recovery worry.
- ET-2 on CIL (GL-87/88): first instrument runs on a system this project did not build. Passive UAD null on
basin_stabilityat every mechanism × adversarial-fraction cell (GL-87). Handle-UAD pilot finds nonzero but diffuse cross-agent coupling via a shared common-pool resource (GL-88), named as the variable-smoothing case of recoverability theory (zarncke2026smoothing); the prescribed fix is a coarse-grained candidate test, not a better pairwise statistic. - Graded-lab v4 first scored rigs (GL-79–85): per-bridge pass / null / SKIP results now wired into ch07, ch16, ch33, ch34, ch41, ch42, and Appendix N — e.g. co-activity-present null (R-MB1), R-MB9 dual-arm pass with R-MB7d pair null, variation-operator harness sanity (R-MB6a), selectable Goodhart tension without proxy purchase (R-MB2), mid-band non-transfer after probe + growth (R-MB6b SKIP).
- Site and ledgers aligned:
**Key finding:**tags in all five experiment lines; auto-extracted headline bullets; curated/experiments/findings/{line}/pages; experiment cards as primary destinations; negative-results card.
Companion site (site/)
- Link-type indicators (PDF, GitHub, demo, external) standardized via
LinkIndicator.astroacross nav, cards, demos, Lean, experiments, and updates. - Concept card logos (41 minimalist SVGs) synced to
public/concept-logos/and rendered on card pages and indexes. - UX polish: standalone-claims hub card; nav order; viewport QR modal; Calendly on About; bot orientation and exposed
/search-index/for tools; ch07 plane-replay and ch35 percolation demos wired in; and many other small fixes.
Manuscript
- Appendix M: religious-orders paragraph (Rost et al. Benedictine-abbey data, Cluny/Cîteaux, Jesuit suppression) and tacit-knowledge paragraph (Polanyi, Collins TEA laser, Burja).
- Field agenda rederivation: ELK, debate, off-switch, quantilizer, amplification, Thornley dynamic choice, shutdown/interruptibility cores — finitely restated in bridge-crosswalk language.
- Correction framing: "in the small" vs "in the large" named in ch25/ch26; catchy accessible leads on five glossary entries; and other smaller changes in the manuscript
Lean proof spine (formal/)
- Evidence ladder (P1–P4): trace-calibrated risk-gap certification from finite episode profiles (P1); concrete frozen-validation battery gate without false deployment discharge (P2); spine satisfiability plus local bridge non-implication witnesses for MB1–MB11 (P3); Löbian tiling contrast — self-certifying successor acceptance obstructed, external measured audit path contrasted (P4, ch30 + Appendix G).
RiskGapas sole name for the numeric risk-gap quantity (Control − CCI); duplicateRisk-named theorems removed.- Appendix G integration: bridge-independence table, formal statement summaries for P4, axiom-ledger regenerated (38 headline theorems).
Housekeeping
- Repo cleanup: stale generation chains retired; completed plans archived; regenerable binary outputs untracked; experiment READMEs restructured with self-contained intros and per-line
CHANGELOG.mdfiles;AGENTS.mderasure/cleanup guidance added.
v1.2.0
v1.2.0 — 2026-07-17 — Site publication layer, evidence index, and graded-lab v3
Commit: 14cf0fd · Tag: (pending)
Nine days after v1.1.0: the companion site moves from a static mirror to a YAML-synced publication layer on towards-alignment.com, with search and cookieless analytics; the manuscript gains Appendix I (experimental evidence index), an epistemic-status review pass, and graded-lab v3 work through the first Q1 transfer null harvest.
Companion site (site/)
- Custom domain and SEO. Site configured for
towards-alignment.com; sitemap (@astrojs/sitemap),robots.txt, canonical URLs, Open Graph / Twitter cards, and a default social preview image. Repo links migrated from the old GitHub Pages URL where appropriate. - YAML-roster content sync. Hand-authored root concept/bridge/projection cards replaced by generators from
metadata/concepts.yml,metadata/bridges.yml,metadata/projections.yml, andmetadata/concepts/bodies/. Retiredterminology.mdand field-subsumption JSON in favour of generated glossary cards and a/glossary/hub;/notation/fromnotation.yml; bridge cards synced from Appendix B overrides. - Releases hub.
/updates/page and release cards generated from this file viasync-releases.mjs(newest first). - Search.
build-search-index.mjs→search-index.json(~214 entries: concepts, bridges, chapters, experiments, notation symbols; bibliography cards excluded). HeaderSiteSearchcomponent: type-aware matching and multi-word fallback (up to 20 one-line results). - Analytics and disclosure. Cookieless Cloudflare Web Analytics beacon (production builds only; disabled in dev). Impressum Web-Analyse section documents aggregated, cookie-free traffic measurement.
- Optional
claimIdlinks from six Introduction-aligned concepts tometadata/claims-ledger.md(warn-only validation).
Manuscript and evidence spine
- Appendix I — Experimental evidence index (
appI-experimental-evidence.tex): global finding IDs (G-*,gl-*) across experiment lines; wired into chapters and companion site. - Epistemic-status review pass across chapters and appendices (reviewed status boxes; high/medium duplication trims in dense chapters).
- Symbol census promoted to
metadata/symbol-census/with text-ref edges and readability fixes to the formula graph. - Citations and calibration: Xi 2026 WAIC keynote (intergovernmental dual-mandate instance); Hassabis Frontier AI Standards Body proposal (ch33); Byrnes social-drive distinctions (ch15); embedded value formation cross-refs (ch15, ch45).
- Graded-lab Q1 null harvest (GL-76/77): V2-3 machinery-transfer battery on blinded-grown ecology — UAD mechanism recovery and EAI mid-band nulls recorded in ch07, ch33, ch41, ch42, and Appendix N; BIQ harness fix for singleton inferred units.
Empirical spine — graded-lab simulation (experiments/graded-lab-simulation/)
- v1 program closed (GL-31): terminal summary, reproduction guide,
PLAN_v2. - v2 / V2-2b closed without a passing ecology; v3 institutional runtime (
PLAN_v3.md) through slice D criteria freeze (GL-53, reference battery at T=200). - v3 grower rounds (GL-70–72), v3_grown ecology freeze (GL-73), pre-Q1 batteries (GL-74), V2-3 transfer battery harness and parallel runs (GL-75–76).
- Proper UAD + access-UAD (GL-51); supplementary detector and ACL gates through GL-63; package version stepped through 0.32.x–0.38.x on recorded milestones.
Other experiment lines (selected)
- Lab-simulation: D3 selection ecology (G-36/G-37), user-population vote-channel capture; batteries and findings G-38–G-41; graded-lab successor line proposed and built.
- Site PDF policy documented (PDF de-emphasised on homepage; remains canonical long-form artifact).
Housekeeping
npm run check:conceptsvalidates generated cards and search index (check-only mode).- Conversation logs and session handoffs under
drafts/conversation-summaries/for graded-lab and site work.
v1.1.0 — Legibility, companion site, and empirical spine
Release Notes
Towards Superintelligence Alignment: Boundaries, Values, and Correction
v1.1.0 — 2026-07-08 — Legibility, companion site, and empirical spine
A consolidation release focused on external legibility (making the framework readable and checkable by outside researchers, funders, and policy readers), a full companion website, a new institutional-histories appendix, and four empirical experiment lines that stress-test bridge cruxes.
Reader-facing language and legibility
- Cleaned up vocabulary Load-bearing jargon now leads with an operational paraphrase and keeps coined terms only as shorthand. Symbols, equations, and Lean predicate names are unchanged.
- Operational glossary (Appendix E) rewritten and expanded. Each entry is paraphrase-first with a nearest field term delta and a concrete (often non-AI) example.
- Front-matter orientation, README split, guided reading paths, and the About authorship note tightened for outside readers.
New appendix — Institutional histories (Appendix D / appM)
- Mechanism-led historical case studies of institutional genesis, stabilization, entrenchment, and failure, with prior AI-governance literature credited; 24 sources in
references/institutional-histories.bib; cross-refs in Appendix C and Chapters 27, 31, 34, 37. - Site overview hub with eleven case-study cards, a non-technical intro, and a full synced-text subroute; wired into the Funder/Policy and Philosopher guided paths.
Companion website (site/)
- Astro publication layer: guided paths, concept and standalone-claim cards, chapter pages, a Lean-spine web layer with graph navigation, badges, an experiments page (YAML-synced), and in-browser PDF.
Empirical spine (experiments/)
- Four in-repo simulation lines (toy, embedded, goal-agent, lab) that stress-test bridge cruxes with tentative, partial support only.
- Lab-simulation line added and taken through multiple phases (graded red-team access tiers, unattributed-drift detection, blind detector generation, LLM red-team adapter, test batteries, adversarial-lineage gaming); goal-agent and embedded-sim lines extended; Lean spine gained Shannon entropy / mutual-information bounds and a successor-forgeability (MB10) formalization.
Housekeeping
src/renamed todemos/;- bibliography enriched with canonical DOI/URL fields.
make check(structure, citations, bibliography summaries) passes.
v1.0.0
The first official release of the manuscript. It freezes a the numbering scheme for chapters and appendices, so all cross-references, tooling, and external links have a fixed target from here on.
Manuscript state at release
- 10 parts, 48 chapters (all with first drafts and at least one review pass).
- 7 built appendices (A–G)
- Bibliography of ~235 categorized entries with one-line summaries.
- Self-contained Lean proof spine (
formal/) calibrating manuscript claims to proof / counterexample / bridge status. - two simulations in
experiments/ - Build:
./build.sh→dist/pdf/towards-superintelligence-alignment.pdf;
make checkpasses (structure, citations, bibliography summaries).
Intermediate Update 2026-06-30
see README and conversations
Release 2026-06-28
Release notes — Third Milestone (2026-06-28)
Towards Superintelligence Alignment: Boundaries, Values, and Correction
Author: Gunnar Zarncke
Commit: 67d4fb5
PDF: dist/pdf/towards-superintelligence-alignment.pdf
Summary
This is the first full-manuscript release of the third milestone: a complete first-draft book with all main chapters written, structurally integrated, and marked reviewed (meaning at least one feedback pass has been received — not final or publication-ready).
The release packages:
- a ~1,150-page PDF built from 48 chapter entries across 10 parts;
- a self-contained Lean 4 proof spine for the logical dependency structure;
- ledgers, reviewer guides, and build/check tooling for continued revision.
This is research in progress. The manuscript develops a conceptual and formal framework. It does not claim that superintelligence alignment is solved.
What this book argues
Superintelligence alignment is the problem of preserving human-correctable value-bearing processes across:
- capability growth and boundary expansion;
- ontology shift and goal transport;
- successor creation and delegation;
- strategic multi-agent selection pressure.
The organizing invariants are:
| Layer | Question |
|---|---|
| Boundary discovery | Did we find the real optimizer, not just the visible model? |
| Grounding viability | Do symbols, metrics, and correction signals stay connected to value-relevant reality? |
| Value bundles | Does value geometry survive transformation, not just labels? |
| Bearer maps | Do values still apply to the right persons, beings, and situations? |
| Correction-channel integrity | Does human judgment still causally change future system action? |
| Successor stability | Do delegates and copies inherit correction and value geometry? |
| Selection basins | Do deployment conditions select for correction-preserving systems? |
| Adversarial verifiability | Is faking the safety signal expensive? |
External doom taxonomies (Yudkowsky-style lethalities, Turchin-style failure maps, and similar) are not a second organizing ontology. They appear late as adversarial checklists — especially Chapter 40 (Lethality Stress Test and Open Issues).
Release highlights
Complete manuscript spine
- 48 chapter entries (including split chapters
ch19b,ch25b,ch35b, andch39b) - 10 parts from reframing alignment through civilizational limits
- 9 appendices (notation, terminology, assumptions index, Lean spine summary, research program, and more)
- All main chapters at reviewed status in
metadata/book.yml
Major framework refinements (recent milestone work)
- Vector/status Correction-Channel Integrity (
vec{CCI}) — certificate-based CCI with per-coordinate thresholds andValidRefgate; scalar CCI demoted to expository projection (ch25,ch25b, LeanCorrection.lean). - Value-update envelope — replaces ontologically heavy
U_Hoperator notation with auditable conjunction of existing layers (ch26,ch34,ch41,ch42, LeanCore.lean). - Preservation envelope
vec{Pi}(A)— replaces ad-hoc scalar preservation scoreP(A)in selection-environment analysis (ch32). - Grounding viability — integrated as a load-bearing layer across introduction, safety case, and Lean bridges (
ch03,ch39,ch39b,MB9). - Chapter splits for readability — overloaded chapters split while preserving labels:
ch19/ch19b— bundle geometry vs measurement/Goodhart stress testsch25/ch25b— CCI certificate vs adversarial pressure testsch35/ch35b— alignment attractor theory vs conductive artifacts and pivotal processes
- Inferential coupling and coalition audit — expanded multi-agent chapter with UAD-grounded cooperation graphs (
ch33, LeanCooperationGraph.lean). - Reviewer discoverability — gem signposts in part openers and generated "How to Read This Book" roadmap;
REVIEWING_FOR_AGENTS.mdand rootllms.txtfor external reviewers and agents.
Formal proof spine (formal/)
Self-contained Lean 4 skeleton (no Mathlib) covering logical dependencies from boundaries through certification:
- modules:
Core,Boundaries,Capability,Bundles,Correction,Successors,CooperationGraph,Adversarial,Certification,Philosophy - explicit proof / counterexample / bridge distinction
- bridge assumptions
MB1–MB9kept visible, not hidden in definitions
Build: cd formal && lake build
Tooling and metadata
./build.sh/make pdf— reproducible PDF buildmake check— structure and citation validationmake bookstats— generatesmetadata/book-stats.md(words, pages, formulas, token estimates)metadata/claims-ledger.md,assumptions-ledger.md,uncertainty-ledger.md— maintained claim/assumption tracking- benchmark-data canaries in manuscript TeX, Lean modules, and
book.tex
By the numbers
| Metric | Value |
|---|---|
| PDF pages | ~1,149 |
| Body words (frontmatter + chapters + appendices) | ~228,400 |
| Chapters | 48 |
| Appendices | 9 |
| Display math blocks | ~2,034 |
Unique \label{...} anchors |
~1,646 |
| Citations used in text | 132 |
| Bibliography entries | 328 |
| Lean modules | 11 |
Book text sources (TeX + bib + Lean, excl. context/) |
~303k words / ~558k LLM tokens |
Full breakdown: metadata/book-stats.md
Part map
| Part | Chapters | Focus |
|---|---|---|
| I | 1–5 | Reframing alignment; dynamical guarantee; scope |
| II | 6–10 | Agents, boundaries, composite agency, strategic opacity |
| III | 11–14 | Capability without task ontology; coordination; misalignment |
| IV | 15–19, 19b | Value bundles, bearers, geometry, measurement |
| V | 20–23 | Goal inference, compression test, transport hierarchy |
| VI | 24–27, 25b | Correction channels, vector CCI, adversarial pressure, manipulation |
| VII | 28–31 | Successor test, conserved properties, self-modeling, certification |
| VIII | 32–35, 35b | Selection, coupling, parasites, attractor, conductive artifacts |
| IX | 36–40, 39b | Adversarial measurement, safety case, verifiability, lethality stress test |
| X | 41–44 | Value change, drift, bearers, closing synthesis |
For reviewers
Start here:
frontmatter/introduction.texandfrontmatter/executive-overview.texREVIEWING_FOR_AGENTS.md— review protocol, gem map, anti-patternsllms.txt— orientation for crawlers and external agentstables/part-roadmap.tex— generated part summaries with linksformal/README.md— what Lean proves vs assumes
Release 2026-06-26
New manuscript release: all main chapters are now drafted, including the concluding synthesis arc. This version adds part openers, expands the lethality stress test against major doom objections, integrates recent proof-spine updates, and tightens the safety-case framing around what is proved, what remains a bridge assumption, and what is still open. The manuscript is now ready for broader review focused on citation coverage, chapter numbering, appendices, and remaining open technical cruxes.
Early Draft 2026-06-25
Summary
Draft PDF of Towards Superintelligence Alignment (subtitle: Boundaries, Values, and Correction). Research manuscript in progress—not a claim that alignment is solved. Many chapters remain stubs; see Current Status in the PDF.
What changed since Early Draft 2026-06-20
Frontmatter
Split Preface (why / who / how to read / authorship), Executive Overview (skim layer), Introduction (five claims + roadmap), and Current Status (WIP + chapter map).
Acknowledgements added and placed early in frontmatter.
Introduction no longer front-runs Part I: standard picture, “which alignment?”, and the civilizational loop diagram moved to Chapters 1–2.
Former “where the argument is shaky” bullets distributed into chapter What Would Change This View sections.
Manuscript & appendices
Generated Appendix A (notation index) and Appendix E (assumptions ledger); operational glossary expanded.
Global bibliography; INSTRUCTIONS slimmed for agents/contributors.
Appendix I (Lean proof spine): dependency diagrams refined; definitions linked to chapter anchors.
Adversarial WWCTV falsifiers added book-wide; notation and ledgers refreshed.
Chapters
Author drafts integrated for Chapters (successors, selection, safety-case arc, civilizational limit).
Ch. 25: correction grounded in handle control; CCI consolidated.
Ch. 32: fitness model aligned with Lean handles.
Attributed epigraphs across chapters; part/chapter titles simplified; heading style normalized.
Formal spine (formal/)
Lean proof spine synced with manuscript notation; UAD bridge papers imported; proof dependency graphs updated.
Build
Source: main @ HEAD
PDF built with ./build.sh → dist/pdf/towards-superintelligence-alignment.pdf
Still open
Ch. 5 partial; Ch. 39–40 largely stub.
Early Draft 2026-06-20
docs: record commit hash in chapter-demos session log. Co-authored-by: Cursor <cursoragent@cursor.com>