Commit graph

32 commits

Author SHA1 Message Date
Leo
1b8bdacdec leo: remove eval pipeline test claim (#62) 2026-03-09 12:56:32 +00:00
Rio
6f7a06daae rio: eval pipeline test claim (#61)
Co-authored-by: Rio <rio@agents.livingip.xyz>
Co-committed-by: Rio <rio@agents.livingip.xyz>
2026-03-09 12:46:54 +00:00
m3taversal
4578f5195d
rio: 3 launch mechanism design claims — trilemma, hybrid-value auctions, layered architecture (#35)
Rio launch mechanism design claims: hybrid-value auctions, layered architecture, early-conviction pricing enrichment, 3 musings. Wiki links fixed. Reviewed by Leo.
2026-03-06 09:39:22 -07:00
m3taversal
7dadd45d1b
rio: Aschenbrenner extraction — 3 standalone claims + 2 enrichments + 1 archive (#40)
Reviewed by Leo. 3 standalone claims + 2 enrichments + 1 archive from Aschenbrenner extraction. All pass review checklist. See review comment for details.
2026-03-06 09:37:06 -07:00
m3taversal
466de29eee
leo: remove 21 duplicates + fix domain:livingip in 204 files
- What: Delete 21 byte-identical cultural theory claims from domains/entertainment/
  that duplicate foundations/cultural-dynamics/. Fix domain: livingip → correct value
  in 204 files across all core/, foundations/, and domains/ directories. Update domain
  enum in schemas/claim.md and CLAUDE.md.
- Why: Duplicates inflated entertainment domain (41→20 actual claims), created
  ambiguous wiki link resolution. domain:livingip was a migration artifact that
  broke any query using the domain field. 225 of 344 claims had wrong domain value.
- Impact: Entertainment _map.md still references cultural-dynamics claims via wiki
  links — this is intentional (navigation hubs span directories). No wiki links broken.

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 09:11:51 -07:00
m3taversal
60d1f0f9b0
rio: extract 1 claim — dutch-auction dynamic bonding curves for token launch pricing
* rio: extract 1 claim from Doppler whitepaper — dutch-auction dynamic bonding curves

- What: 1 archive (Doppler whitepaper, Jan 2024) and 1 standalone claim about
  dutch-auction dynamic bonding curves as a price discovery mechanism for token launches
- Why: Doppler solves the initial pricing problem ($100M+ lost to instantaneous
  arbitrage on Ethereum) by combining dutch auctions (incentive-compatible,
  shill-proof) with dynamic bonding curves. This is a mechanism design insight —
  static bonding curves reward speed over information, while dutch auctions
  incentivize truthful valuation revelation. The existing knowledge base captures
  governance (futarchy) and capital formation layers but not the price discovery
  layer beneath them.
- Connections: Complements futarchy-governed launches (MetaDAO/futard.io) as the
  pricing infrastructure beneath governance. Connects to speculative markets
  aggregating information through incentive effects.

Pentagon-Agent: Rio <2EA8DBCB-A29B-43E8-B726-45E571A1F3C8>

* rio: add critical evaluation — dutch auctions penalize true believers

- What: Added challenge section evaluating whether dutch auctions are actually
  the right mechanism for community token launches
- Why: Dutch auctions optimize for price discovery accuracy but make true
  believers (most committed supporters) pay the highest price. This inverts
  community-building incentives. Static bonding curves have the opposite
  problem (reward early participation but exploitable by bots).
- Open problem: The best price discovery mechanism for token launches must be
  shill-proof, community-aligned, AND price-discovering. No existing
  implementation achieves all three.

Pentagon-Agent: Rio <2EA8DBCB-A29B-43E8-B726-45E571A1F3C8>
2026-03-06 08:10:51 -07:00
m3taversal
8226a47d01
leo: evaluator calibration — 2 standalone→enrichment conversions + 3 new evaluation gates
Post-Phase 2 calibration. Converted jagged intelligence → RSI enrichment, J-curve → knowledge embodiment lag enrichment. Added enrichment-vs-standalone gate, evidence bar by confidence level, and source quality assessment to evaluator framework. Peer reviewed by Theseus (ai-alignment) and Rio (internet-finance). Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
2026-03-06 07:41:42 -07:00
m3taversal
b5d5f3f7c5
rio: 4 macro resilience claims from Noah Smith Phase 2 extraction
What: 4 new claims from 2 Noahopinion articles + 2 source archives. Claims: micro≠macro shock absorbers, productivity measurement limits, capital deepening evidence (Aldasoro/BIS), AI productivity J-curve. Why: Counterweight to catastrophist displacement thesis. Phase 2 extraction. Review: Leo accept. Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
2026-03-06 07:29:01 -07:00
d30d6e433b rio: navigation layer cleanup — fix case mismatch, create 9 topic maps, add demand signals
- What: Fixed 1 case mismatch (Collective→collective). Created 9 navigation hub maps: internet finance and decision markets (30+ refs), livingip overview (20 refs), LivingIP architecture (15 refs), living capital (7 refs), blockchain infrastructure and coordination, competitive advantage and moats, attractor dynamics, collective agents, coordination mechanisms, rio positions. Added demand signals section to main hub for 11 referenced-but-unwritten claims.
- Why: Leo identified 334 dangling wiki links across codex. This PR resolves all topic-level dangling references in Rio's territory (domains/internet-finance/, core/mechanisms/, core/living-capital/). Missing claim references are documented as demand signals rather than written as stubs.
- Connections: Maps cross-link to existing _map.md files in core/ subdirectories and to each other. The main hub (internet finance and decision markets) connects all 52+ internet-finance claims into a navigable structure.

Pentagon-Agent: Rio <2EA8DBCB-A29B-43E8-B726-45E571A1F3C8>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 13:23:00 +00:00
4a91abec14 rio: enrich leverage claim with trader recruitment mechanism and Omnipair valuation thesis
- What: Rewrote the leverage claim core argument from "amplifies conviction" to "recruits sophisticated traders" — leverage is what makes futarchy markets worth trading. Added OMFG valuation gap analysis ($3M vs $100M MetaDAO FDV, thesis: should be 20-25%). Added futard.io liquidity provision argument and futarchy-as-value-accrual loop. Updated Position #5 with valuation context.
- Why: The original claim was vague ("leverage enlivens it"). The trader recruitment mechanism is the specific selection effect that makes the claim testable — leverage raises payoffs past the threshold where skilled traders self-select in. The valuation analysis grounds the abstract mechanism in current market pricing.
- Connections: Strengthens link to speculative markets selection effect claim, adds futarchy adoption friction as explicit dependency, connects futard.io launch pipeline to Omnipair revenue

Pentagon-Agent: Rio <2EA8DBCB-A29B-43E8-B726-45E571A1F3C8>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 11:57:22 +00:00
86f61e341b rio: enrich MetaDAO launchpad claim + adoption friction + Position #4 with Pine Analytics Q4 data and futard.io launch metrics
- What: Added competitive outperformance data (MetaDAO 6/$18.7M vs Metaplex 3/$5.4M in -25% market), futard.io first 2 days (34 ICOs, $15.6M deposits, 2 funded), first-mover hesitancy friction, and Position #4 update
- Why: Pine Analytics Q4 report is the first independent financial analysis of MetaDAO. Futard.io going live is the permissionless unlock that changes the volume thesis. "Capturing share of a shrinking pie" is the strongest evidence yet for the attractor state.
- Connections: Strengthens Position #4 (30+ launches by 2027 looks conservative if futard.io throughput sustains), adds new friction dimension to adoption claim

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 23:46:47 +00:00
08ea63715c rio: add 1 claim (digitization insulation), enrich 2 claims (S-curve counter, Ghost GDP cross-ref), archive 2 sources (Citadel, Bob Chen)
- What: China digitization-as-protection claim (speculative), Citadel S-curve counterargument added to OpEx feedback loop, Ghost GDP cross-reference added to GDP impact claim per Leo's flag
- Why: Extended research on Citrini-adjacent sources. Bob Chen's Chinese crisis piece is the most novel — inverts standard narrative (digitization failure = AI protection). Citadel provides data-driven S-curve constraint on displacement speed.
- Connections: China claim creates tension with Belief #5 — intermediation friction is both rent-extraction AND shock absorber

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 23:21:09 +00:00
39ba052c05 Auto: domains/internet-finance/incomplete digitization insulates economies from AI displacement contagion because without standardized software systems AI has limited targets for automation and no private credit channel to transmit losses.md | 1 file changed, 38 insertions(+) 2026-03-05 23:20:15 +00:00
f417998ad6 Auto: domains/internet-finance/technology-driven deflation is categorically different from demand-driven deflation because falling production costs expand purchasing power and unlock new demand while falling demand creates contraction spirals.md | 1 file changed, 37 insertions(+) 2026-03-05 23:10:22 +00:00
540cdc7e79 Auto: domains/internet-finance/private credits permanent capital is structurally exposed to AI disruption through insurance-company funding vehicles that channel policyholder savings into PE-backed software debt.md | 1 file changed, 47 insertions(+) 2026-03-05 23:09:55 +00:00
3da83f984f Auto: domains/internet-finance/white-collar displacement has lagged but deeper consumption impact than blue-collar because top-decile earners drive disproportionate consumer spending and their savings buffers mask the damage for quarters.md | 1 file changed, 32 insertions(+) 2026-03-05 23:09:19 +00:00
d77986c47a Auto: domains/internet-finance/AI labor displacement operates as a self-funding feedback loop because companies substitute AI for labor as OpEx not CapEx meaning falling aggregate demand does not slow AI adoption.md | 1 file changed, 39 insertions(+) 2026-03-05 23:08:56 +00:00
f76b65597c rio: add 4 claims (economies of edge, compressed fundraising, capital formation, GDP impact), enrich 2 claims, archive 6 sources
- What: 4 new claims to domains/internet-finance/:
  1. LLMs shift investment from economies of scale to economies of edge
     (Theia's 80/20 inversion — 5 analysts replace 100, structural validation of Living Capital)
  2. Internet capital markets compress fundraising from months to days
     (MetaDAO/futard.io + Claude Code founders, confirmed by Theia + ceteris)
  3. Crypto's primary use case is capital formation, not payments or store of value
     (disagreeable reframing from 3 independent credible voices in Feb 2026)
  4. Internet finance generates 50-100 bps additional GDP growth
     (Theia's quantified projection — remittance 7% to <$0.01, 5B people, new asset classes)
  Enriched 2 existing claims:
  - "Giving away the intelligence layer" — Theia's 80/20 validates intelligence is cheap
  - MetaDAO platform analysis — Theia holds MetaDAO for "prioritizing investors over teams"
  Archived 6 sources to inbox/archive/.

- Why: Theia's "Investment Manager of the Future" is the structural argument for why
  Living Capital vehicles become viable now. LLM cost collapse makes domain-expert
  micro-funds structurally competitive. Three independent voices converging on capital
  formation as crypto's primary use case in the same month suggests organic thesis
  adoption. GDP impact data quantifies Belief #5 (legacy intermediation is rent-extraction).

- Connections:
  - Economies of edge directly validates Living Agent model and Position #2
  - Compressed fundraising connects MetaDAO platform to solo founder wave
  - Capital formation reframing challenges payments/store-of-value narratives
  - GDP impact quantifies Belief #5 with Theia's macro data
  - Theia's MetaDAO holding provides institutional credibility for Position #4

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 21:54:33 +00:00
84b2c18d1c Auto: domains/internet-finance/internet finance generates 50 to 100 basis points of additional annual GDP growth by unlocking capital allocation to previously inaccessible assets and eliminating intermediation friction.md | 1 file changed, 49 insertions(+) 2026-03-05 21:53:32 +00:00
5fc3c30266 Auto: domains/internet-finance/cryptos primary use case is capital formation not payments or store of value because permissionless token issuance solves the fundraising bottleneck that solo founders and small teams face.md | 1 file changed, 49 insertions(+) 2026-03-05 21:53:08 +00:00
6227908a84 Auto: domains/internet-finance/internet capital markets compress fundraising from months to days because permissionless raises eliminate gatekeepers while futarchy replaces due diligence bottlenecks with real-time market pricing.md | 1 file changed, 47 insertions(+) 2026-03-05 21:52:44 +00:00
f5375305ec Auto: domains/internet-finance/LLMs shift investment management from economies of scale to economies of edge because AI collapses the analyst labor cost that forced funds to accumulate AUM rather than generate alpha.md | 1 file changed, 51 insertions(+) 2026-03-05 21:52:17 +00:00
e1e75e38a3 rio: fix depends_on field on Mint Governor claim per Leo's review
- What: Replaced fact reference with proper claim file links
- Why: Leo flagged that depends_on referenced a fact, not a claim file

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 21:46:18 +00:00
6bc37c3783 rio: add 3 claims (Ranger liquidation, futarchy self-correction, corporate scaffolding convergence), enrich 2 claims, archive 3 sources
- What: 3 new claims to domains/internet-finance/:
  1. Futarchy-governed liquidation is the enforcement mechanism for unruggable ICOs
     (Ranger: 97% pass, $581K volume, material misrepresentation evidence)
  2. Futarchy can override prior decisions when evidence changes
     (Ranger nullified 90-day restriction)
  3. Futarchy-governed DAOs converge on corporate governance scaffolding
     (Solomon DP-00001: subcommittees, SOPs, 3 law firms, staged rollout)
  Enriched 2 existing claims:
  - Decision markets majority theft protection — bidirectional (team extraction too)
  - Futarchy trustless joint ownership — strongest production evidence to date
  Archived: Ranger liquidation proposal (full text + tweet), Solomon DP-00001 (full text)

- Why: Ranger liquidation is the watershed moment for the futarchy thesis. The
  "unruggable ICO" mechanism is unrugging in production — investors forcing full
  treasury return via conditional markets without courts or lawyers. 97% pass with
  $581K volume is not a thin market. This is the strongest evidence yet that futarchy
  solves trustless joint ownership. Solomon DP-00001 shows the complementary pattern:
  futarchy handles strategic decisions, corporate structures handle operations.

- Connections:
  - Ranger enriches Belief #3 (futarchy solves trustless joint ownership)
  - Ranger enriches existing majority-theft-protection claim (bidirectional)
  - Solomon DP-00001 enriches "limited volume in uncontested decisions" ($5.79K volume)
  - Solomon pass threshold asymmetry (-300/+300 bps) is implicit trust calibration
  - Both connect to Position #4 (MetaDAO majority of launches) — Ranger liquidation
    is both a feature (mechanism works) and a risk signal (ecosystem churn)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 21:27:57 +00:00
91f9d96daf Auto: domains/internet-finance/futarchy-governed DAOs converge on traditional corporate governance scaffolding for treasury operations because market mechanisms alone cannot provide operational security and legal compliance.md | 1 file changed, 49 insertions(+) 2026-03-05 21:27:13 +00:00
f9002dc33d Auto: domains/internet-finance/futarchy can override its own prior decisions when new evidence emerges because conditional markets re-evaluate proposals against current information not historical commitments.md | 1 file changed, 43 insertions(+) 2026-03-05 21:26:49 +00:00
c29e42b11d Auto: domains/internet-finance/futarchy-governed liquidation is the enforcement mechanism that makes unruggable ICOs credible because investors can force full treasury return when teams materially misrepresent.md | 1 file changed, 54 insertions(+) 2026-03-05 21:26:29 +00:00
c374f857e8 rio: add 3 new claims, enrich 2 existing claims, archive 4 sources (Feb 2026 MetaDAO ecosystem)
- What: 3 new claims proposed to domains/internet-finance/:
  1. Ownership coin treasuries should be actively managed (fluid capital stacks)
  2. Permissionless launches require brand separation (futard.io reputational liability)
  3. Dynamic performance-based token minting (Mint Governor)
  Enriched 2 existing claims:
  - MetaDAO platform analysis: added futard.io, Feb 2026 numbers, treasury subcommittee
  - Futarchy adoption friction: added Hurupay demand gap evidence
  Archived 4 sources to inbox/archive/ tagged rio.

- Why: MetaDAO ecosystem in Feb 2026 shows maturation — $36M treasury, $48M ecosystem
  mcap, three executed buybacks, permissionless launch brand, Mint Governor in audit.
  But also reveals friction — Hurupay $900k real demand vs $3-6M target, commitment
  theater gap, reputational liability forcing brand separation. These are real operational
  signals that both strengthen and complicate the futarchy launchpad thesis.

- Connections:
  - Fluid capital stacks enriches Living Capital vehicles and token economics claims
  - Brand separation connects to permissionless attention market claim
  - Mint Governor extends meritocratic principle from governance to supply
  - Hurupay underperformance is a watch signal for Position #4 (MetaDAO majority of launches)
  - Treasury subcommittee shows even futarchy DAOs need institutional scaffolding

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 21:18:04 +00:00
7f1e91b854 Auto: domains/internet-finance/dynamic performance-based token minting replaces fixed emission schedules by tying new token creation to measurable outcomes creating algorithmic meritocracy in token distribution.md | 1 file changed, 42 insertions(+) 2026-03-05 21:17:09 +00:00
f50af515dc Auto: domains/internet-finance/futarchy-governed permissionless launches require brand separation to manage reputational liability because failed projects on a curated platform damage the platforms credibility.md | 1 file changed, 43 insertions(+) 2026-03-05 21:16:49 +00:00
b5642e4ebc Auto: domains/internet-finance/ownership coin treasuries should be actively managed through buybacks and token sales as continuous capital calibration not treated as static war chests.md | 1 file changed, 45 insertions(+) 2026-03-05 21:16:28 +00:00
e830fe4c5f Initial commit: Teleo Codex v1
Three-agent knowledge base (Leo, Rio, Clay) with:
- 177 claim files across core/ and foundations/
- 38 domain claims in internet-finance/
- 22 domain claims in entertainment/
- Agent soul documents (identity, beliefs, reasoning, skills)
- 14 positions across 3 agents
- Claim/belief/position schemas
- 6 shared skills
- Agent-facing CLAUDE.md operating manual

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 20:30:34 +00:00