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Teleo Agents
4c9e8acb34 extract: 2026-03-06-time-anthropic-drops-rsp
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-19 18:51:23 +00:00
Leo
d574ea3eef Merge pull request 'extract: 2026-03-02-noahopinion-superintelligence-already-here' (#1499) from extract/2026-03-02-noahopinion-superintelligence-already-here into main 2026-03-19 18:51:18 +00:00
Teleo Agents
87c3c51893 extract: 2026-03-02-noahopinion-superintelligence-already-here
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-19 18:51:16 +00:00
Teleo Agents
5e57519371 pipeline: archive 1 source(s) post-merge
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-19 18:50:06 +00:00
Leo
93ac696e9d Merge pull request 'extract: 2026-02-13-noahopinion-smartest-thing-on-earth' (#1497) from extract/2026-02-13-noahopinion-smartest-thing-on-earth into main
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2026-03-19 18:50:04 +00:00
Teleo Agents
c6b7126335 extract: 2026-02-13-noahopinion-smartest-thing-on-earth
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-19 18:50:03 +00:00
Teleo Agents
c0a99311b2 entity-batch: update 1 entities
- Applied 1 entity operations from queue
- Files: entities/ai-alignment/anthropic.md

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 18:49:56 +00:00
6 changed files with 78 additions and 2 deletions

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@ -10,6 +10,12 @@ enrichments:
- "as AI-automated software development becomes certain the bottleneck shifts from building capacity to knowing what to build making structured knowledge graphs the critical input to autonomous systems.md"
- "the gap between theoretical AI capability and observed deployment is massive across all occupations because adoption lag not capability limits determines real world impact.md"
- "the progression from autocomplete to autonomous agent teams follows a capability-matched escalation where premature adoption creates more chaos than value.md"
### Additional Evidence (confirm)
*Source: [[2026-02-13-noahopinion-smartest-thing-on-earth]] | Added: 2026-03-19*
Smith's observation that 'vibe coding' is now the dominant paradigm confirms that coding agents crossed from experimental to production-ready status, with the transition happening rapidly enough to be culturally notable by Feb 2026.
---
# Coding agents crossed usability threshold in December 2025 when models achieved sustained coherence across complex multi-file tasks

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@ -54,6 +54,7 @@ Frontier AI safety laboratory founded by former OpenAI VP of Research Dario Amod
- **2026-03** — Claude Code achieved 54% enterprise coding market share, $2.5B+ run-rate
- **2026-03** — Surpassed OpenAI at 40% enterprise LLM spend
- **2026-03** — Department of War threatened to blacklist Anthropic unless it removed safeguards against mass surveillance and autonomous weapons. Anthropic refused publicly and faced Pentagon retaliation.
- **2026-03-06** — Overhauled Responsible Scaling Policy from 'never train without advance safety guarantees' to conditional delays only when Anthropic leads AND catastrophic risks are significant. Raised $30B at ~$380B valuation with 10x annual revenue growth. Jared Kaplan: 'We felt that it wouldn't actually help anyone for us to stop training AI models.'
## Competitive Position
Strongest position in enterprise AI and coding. Revenue growth (10x YoY) outpaces all competitors. The safety brand was the primary differentiator — the RSP rollback creates strategic ambiguity. CEO publicly uncomfortable with power concentration while racing to concentrate it.

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@ -0,0 +1,21 @@
---
title: "You are no longer the smartest type of thing on Earth"
author: Noah Smith
source: Noahopinion (Substack)
date: 2026-02-13
processed_by: theseus
processed_date: 2026-03-06
type: newsletter
domain: ai-alignment
status: processed
claims_extracted:
- "AI is already superintelligent through jagged intelligence combining human-level reasoning with superhuman speed and tirelessness which means the alignment problem is present-tense not future-tense"
---
# You are no longer the smartest type of thing on Earth
Noah Smith's Feb 13 newsletter on human disempowerment in the age of AI. Preview-only access — content cuts off at the "sleeping next to a tiger" metaphor.
Key content available: AI surpassing human intelligence, METR capability curve, vibe coding replacing traditional development, hyperscaler capex ~$600B in 2026, tiger metaphor for coexisting with superintelligence.
Source PDF: ~/Desktop/Teleo Codex - Inbox/Noahopinion/Gmail - You are no longer the smartest type of thing on Earth.pdf

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@ -0,0 +1,26 @@
{
"rejected_claims": [
{
"filename": "ai-is-already-superintelligent-through-jagged-intelligence-combining-human-level-reasoning-with-superhuman-speed-and-tirelessness.md",
"issues": [
"missing_attribution_extractor"
]
}
],
"validation_stats": {
"total": 1,
"kept": 0,
"fixed": 3,
"rejected": 1,
"fixes_applied": [
"ai-is-already-superintelligent-through-jagged-intelligence-combining-human-level-reasoning-with-superhuman-speed-and-tirelessness.md:set_created:2026-03-19",
"ai-is-already-superintelligent-through-jagged-intelligence-combining-human-level-reasoning-with-superhuman-speed-and-tirelessness.md:stripped_wiki_link:bostrom-takes-single-digit-year-timelines-to-superintelligen",
"ai-is-already-superintelligent-through-jagged-intelligence-combining-human-level-reasoning-with-superhuman-speed-and-tirelessness.md:stripped_wiki_link:three-conditions-gate-AI-takeover-risk-autonomy-robotics-and"
],
"rejections": [
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},
"model": "anthropic/claude-sonnet-4.5",
"date": "2026-03-19"
}

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@ -7,9 +7,13 @@ processed_by: theseus
processed_date: 2026-03-06
type: newsletter
domain: ai-alignment
status: partial (preview only — paywalled after page 5)
status: enrichment
claims_extracted:
- "AI is already superintelligent through jagged intelligence combining human-level reasoning with superhuman speed and tirelessness which means the alignment problem is present-tense not future-tense"
processed_by: theseus
processed_date: 2026-03-19
enrichments_applied: ["coding-agents-crossed-usability-threshold-december-2025-when-models-achieved-sustained-coherence-across-complex-multi-file-tasks.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
---
# You are no longer the smartest type of thing on Earth
@ -19,3 +23,9 @@ Noah Smith's Feb 13 newsletter on human disempowerment in the age of AI. Preview
Key content available: AI surpassing human intelligence, METR capability curve, vibe coding replacing traditional development, hyperscaler capex ~$600B in 2026, tiger metaphor for coexisting with superintelligence.
Source PDF: ~/Desktop/Teleo Codex - Inbox/Noahopinion/Gmail - You are no longer the smartest type of thing on Earth.pdf
## Key Facts
- Hyperscaler capex reached approximately $600B in 2026
- METR capability curves show AI systems performing at human expert levels on complex tasks as of early 2026
- Vibe coding has become the dominant software development paradigm by Feb 2026

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@ -7,12 +7,16 @@ processed_by: theseus
processed_date: 2026-03-06
type: newsletter
domain: ai-alignment
status: complete (13 pages)
status: null-result
claims_extracted:
- "three conditions gate AI takeover risk autonomy robotics and production chain control and current AI satisfies none of them which bounds near-term catastrophic risk despite superhuman cognitive capabilities"
enrichments:
- target: "recursive self-improvement creates explosive intelligence gains because the system that improves is itself improving"
contribution: "jagged intelligence counterargument — SI arrived via combination not recursion (converted from standalone by Leo PR #27)"
processed_by: theseus
processed_date: 2026-03-19
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
---
# Superintelligence is already here, today
@ -34,3 +38,11 @@ Three conditions for AI planetary control (none currently met):
Key insight: AI may never exceed humans at intuition or judgment, but doesn't need to. The combination of human-level reasoning with superhuman computation is already transformative.
Source PDF: ~/Desktop/Teleo Codex - Inbox/Noahopinion/Gmail - Superintelligence is already here, today.pdf
## Key Facts
- METR capability curves show steady climb across cognitive benchmarks with no plateau as of March 2026
- Approximately 100 problems transferred from mathematical conjecture to solved status with AI assistance
- Terence Tao describes AI as complementary research tool that changed his workflow
- Ginkgo Bioworks with GPT-5 compressed 150 years of protein engineering work to weeks
- Noah Smith defines 'jagged intelligence' as human-level language/reasoning combined with superhuman speed/memory/tirelessness