3159ee9adb
theseus: add inference governance gap claim + enrich inference shift with TurboQuant
...
- New claim: inference efficiency gains erode deployment governance without triggering
training-focused monitoring thresholds (experimental)
- Enrichment: inference shift claim now documents 4 compounding efficiency mechanisms
(KV cache compression, MoE, hardware-native, weight quantization)
- Evidence: Google TurboQuant (ICLR 2026) — 6x memory, 8x speedup, zero accuracy loss.
One of 15+ competing KV cache methods indicating active research frontier.
- Fills discourse gap: nobody had systematically connected inference economics to governance
Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-03-25 23:29:13 +00:00
87926bda0e
Auto: domains/manufacturing/ASML EUV lithography monopoly is the deepest chokepoint in semiconductor manufacturing because 30 years of co-developed precision optics created an unreplicable ecosystem that gates all leading-edge chip production.md | 1 file changed, 47 insertions(+)
2026-03-24 18:11:15 +00:00
545fc7426c
Auto: domains/energy/AI datacenter power demand creates a 5-10 year infrastructure lag because grid construction and interconnection cannot match the pace of chip design cycles.md | 1 file changed, 42 insertions(+)
2026-03-24 18:03:14 +00:00
bb31bf3ce1
Auto: domains/manufacturing/TSMC manufactures 92 percent of advanced logic chips making Taiwan the single largest physical vulnerability in global technology infrastructure.md | 1 file changed, 38 insertions(+)
2026-03-24 18:02:43 +00:00
c79d5dfa23
Auto: domains/manufacturing/semiconductor fab cost escalation means each new process node is a nation-state commitment because 20B-plus capital costs and multi-year construction create irreversible geographic path dependence.md | 1 file changed, 39 insertions(+)
2026-03-24 18:02:17 +00:00
b17789fd29
Auto: domains/manufacturing/HBM memory supply concentration creates a three-vendor chokepoint where all production is sold out through 2026 gating every AI training system regardless of processor architecture.md | 1 file changed, 38 insertions(+)
2026-03-24 18:01:47 +00:00
9d2e77b265
Auto: domains/manufacturing/CoWoS advanced packaging is the binding bottleneck on AI compute scaling because TSMC near-monopoly on interposer technology gates total accelerator output regardless of chip design capability.md | 1 file changed, 39 insertions(+)
2026-03-24 18:01:24 +00:00
1cdd5fae4f
theseus: add 3 compute infrastructure claims + source archive
...
- What: 3 structural claims about AI compute governance implications
1. Inference shift favors distributed architectures (experimental)
2. Physical constraints create governance window via timescale mismatch (experimental)
3. Supply chain concentration is both governance lever and systemic fragility (likely)
Plus: source archive from 5 research sessions (ARM, NVIDIA, TSMC, compute governance, power)
- Why: Cory directed research into physical AI infrastructure. Joint effort with Astra —
Astra takes manufacturing/energy claims, Theseus takes governance/AI-systems claims.
- Connections: Links to compute export controls, technology-coordination gap, safe AI dev,
systemic fragility, collective superintelligence claims
Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-03-24 17:55:05 +00:00
a32bbeffa1
extract: 2026-03-24-tg-shared-unknown-metadao-appoint-nallok-proph3t ( #1769 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-24 16:49:15 +00:00
Teleo Agents
5f4065ea31
extract: 2026-03-24-telegram-m3taversal-futairdbot-what-have-people-been-saying-about-p2
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 16:33:19 +00:00
Teleo Agents
8693af544b
extract: 2026-03-19-space-com-starship-v3-first-static-fire
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 06:45:09 +00:00
Teleo Agents
3472f386f3
extract: 2026-xx-richmondfed-rural-electrification-two-gate-analogue
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 06:37:30 +00:00
Teleo Agents
f7ec15261f
extract: 2025-12-10-cnbc-starcloud-first-llm-trained-space-h100
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 06:31:07 +00:00
Teleo Agents
79b65f4a67
auto-fix: strip 2 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-24 04:53:05 +00:00
Teleo Agents
73d141b8f7
extract: 2025-04-01-jmir-glp1-digital-engagement-outcomes-retrospective
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 04:53:05 +00:00
Teleo Agents
55930169c6
extract: 2026-02-10-oxford-nature-medicine-llm-public-medical-advice-rct
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 04:45:55 +00:00
Teleo Agents
c4fa000f12
extract: 2026-03-20-iatrox-openevidence-uk-dtac-nice-esf-governance-review
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 04:38:38 +00:00
Teleo Agents
38a7a3785d
extract: 2026-03-10-abrams-bramajo-pnas-birth-cohort-mortality-us-life-expectancy
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 04:36:46 +00:00
Teleo Agents
b41a80ab0e
extract: 2025-11-01-jmir-knowledge-practice-gap-39-benchmarks-systematic-review
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 04:33:11 +00:00
Teleo Agents
1ef04374c7
entity-batch: update 1 entities
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Applied 1 entity operations from queue
- Files: domains/ai-alignment/pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations.md
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-24 00:23:14 +00:00
Teleo Agents
98d283e794
extract: 2026-01-29-metr-time-horizon-1-1
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 00:17:26 +00:00
Teleo Agents
b4a7cf5204
extract: 2025-05-29-anthropic-circuit-tracing-open-source
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 00:16:34 +00:00
Teleo Agents
46aaeda3ef
extract: 2026-03-23-umbra-ico-155m-commitments-metadao-platform-recovery
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 22:34:58 +00:00
Teleo Agents
167db0c224
extract: metadao-proposals-1-15
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 17:35:10 +00:00
Teleo Agents
0b0acd37a9
extract: 2026-03-23-x-research-metadao-robin-hanson
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 17:33:28 +00:00
Teleo Agents
822960fe2c
auto-fix: strip 1 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-23 17:29:02 +00:00
Teleo Agents
b45374503e
extract: 2026-03-23-telegram-m3taversal-what-do-you-think-of-that-proposal-can-you-send-m
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 17:29:02 +00:00
Teleo Agents
50f7def6f1
extract: 2026-03-23-telegram-m3taversal-futairdbot-you-should-learn-about-this-i-know-dr
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 17:17:35 +00:00
Teleo Agents
50300de61f
extract: 2026-03-23-x-research-metadao-robin-hanson-george-mason-futarchy-research-proposal
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 17:03:34 +00:00
Teleo Agents
27e9146c4c
auto-fix: strip 23 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-23 16:58:44 +00:00
8d6dccab72
astra: batch 4 space claims + founding energy/fusion claims + Space Ambition source (18 claims)
...
- What: 12 space-development claims (Blue Origin, Rocket Lab, Vast, China,
asteroid mining, life support, Moon proving ground, civilizational
self-sufficiency, funding gap, aesthetic futurism, lunar mining economics,
Singapore space agency) + 6 energy domain founding claims (HTS magnets,
CFS deep dive, breakeven gap, plasma materials, fusion timeline, fusion
attractor) + 1 source archive (Space Ambition substack)
- Why: Company deep dives per Leo's batch suggestion, fusion/CFS per Cory's
direction, Space Ambition substack ingestion for VC-lens analysis
- Connections: Energy claims link to space via power constraints and
megastructure economics. Company claims link to existing competitive
landscape and attractor state claims.
Pentagon-Agent: Astra <7C04231E-4834-46E5-BE7D-EF69D5B45B48>
2026-03-23 16:58:44 +00:00
c929e33e16
extract: 2026-03-23-telegram-m3taversal-futairdbot-what-are-people-saying-about-the-p2p ( #1680 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-23 14:02:19 +00:00
Teleo Agents
b0f25a1873
extract: 2026-03-23-telegram-m3taversal-futairdbot-research-the-upcoming-p2p-fundraise-la
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 13:56:41 +00:00
af9b713d46
extract: 2026-01-28-nasa-cld-phase2-frozen-saa-revised-approach ( #1666 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-23 12:55:33 +00:00
Teleo Agents
fb43ff402b
extract: 2026-03-22-automation-bias-rct-ai-trained-physicians
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 12:39:22 +00:00
Teleo Agents
d2948af681
extract: 2026-03-21-replibench-autonomous-replication-capabilities
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 12:38:45 +00:00
Teleo Agents
6e378141c2
extract: 2026-03-15-nct07328815-behavioral-nudges-automation-bias-mitigation
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 04:35:13 +00:00
Teleo Agents
6a8f8b2234
extract: 2026-02-10-klang-lancet-dh-llm-medical-misinformation
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 04:31:13 +00:00
Teleo Agents
93dd536a03
extract: 2026-02-24-anthropic-rsp-v3-voluntary-safety-collapse
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:32:06 +00:00
Teleo Agents
df33272fbd
extract: 2026-03-20-metr-modeling-assumptions-time-horizon-reliability
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:24:04 +00:00
Teleo Agents
f5d067ce01
extract: 2026-02-05-mit-tech-review-misunderstood-time-horizon-graph
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:20:46 +00:00
Teleo Agents
71a17ee799
extract: 2026-02-00-international-ai-safety-report-2026-evaluation-reliability
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:20:09 +00:00
Teleo Agents
67d01e7905
extract: 2026-03-22-cftc-anprm-40-questions-futarchy-comment-opportunity
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 22:18:39 +00:00
Teleo Agents
8d3ba36b59
extract: 2026-03-22-atanasov-mellers-calibration-selection-vs-information-acquisition
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 22:15:42 +00:00
Teleo Agents
b59512ba7f
extract: 2026-03-22-voyager-technologies-q4-fy2025-starlab-financials
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 06:51:23 +00:00
Teleo Agents
1030f967b6
extract: 2026-02-12-nasa-vast-axiom-pam5-pam6-iss
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 06:46:32 +00:00
Teleo Agents
a8ca023645
extract: 2026-03-22-openevidence-sutter-health-epic-integration
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 04:21:14 +00:00
Teleo Agents
accb51f33c
extract: 2026-03-22-health-canada-rejects-dr-reddys-semaglutide
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 04:18:55 +00:00
Teleo Agents
954d17fac2
extract: 2026-03-22-arise-state-of-clinical-ai-2026
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 04:15:38 +00:00
04ef8702b2
extract: 2026-03-00-mengesha-coordination-gap-frontier-ai-safety ( #1619 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-22 00:39:01 +00:00
