Trends · YT Insights Explorer

Corpus growth

2021-05 to 2026-09

Monthly corpus growth
Month	Published	Cumulative
2021-05	1	1
2021-06	0	1
2021-07	0	1
2021-08	0	1
2021-09	0	1
2021-10	0	1
2021-11	1	2
2021-12	0	2
2022-01	0	2
2022-02	0	2
2022-03	0	2
2022-04	0	2
2022-05	1	3
2022-06	0	3
2022-07	0	3
2022-08	0	3
2022-09	0	3
2022-10	0	3
2022-11	0	3
2022-12	0	3
2023-01	0	3
2023-02	0	3
2023-03	0	3
2023-04	0	3
2023-05	0	3
2023-06	0	3
2023-07	0	3
2023-08	0	3
2023-09	0	3
2023-10	0	3
2023-11	0	3
2023-12	0	3
2024-01	0	3
2024-02	0	3
2024-03	0	3
2024-04	0	3
2024-05	0	3
2024-06	0	3
2024-07	0	3
2024-08	0	3
2024-09	0	3
2024-10	0	3
2024-11	0	3
2024-12	0	3
2025-01	2	5
2025-02	0	5
2025-03	0	5
2025-04	0	5
2025-05	0	5
2025-06	0	5
2025-07	1	6
2025-08	0	6
2025-09	0	6
2025-10	0	6
2025-11	1	7
2025-12	1	8
2026-01	3	11
2026-02	2	13
2026-03	4	17
2026-04	3	20
2026-05	6	26
2026-06	3	29
2026-07	6	35
2026-08	32	67
2026-09	24	91

Rising concepts

Concept trend ranking
Concept	Videos	Recent	Prior	Score	State
agents	14	12 / 62	0 / 12	0.194	Rising
ai	5	4 / 62	0 / 12	0.065	Rising
evaluation	5	4 / 62	0 / 12	0.065	Rising
memory	5	4 / 62	0 / 12	0.065	Rising
agent-orchestration	4	4 / 62	0 / 12	0.065	Rising
MCP	4	4 / 62	0 / 12	0.065	Rising
Prompt injection	4	4 / 62	0 / 12	0.065	Rising
startups	4	4 / 62	0 / 12	0.065	Rising
AGI	7	3 / 62	0 / 12	0.048	Rising
multi-agent-systems	4	3 / 62	0 / 12	0.048	Rising
openai	4	3 / 62	0 / 12	0.048	Rising
agentic-ai	3	3 / 62	0 / 12	0.048	Rising
alignment	3	3 / 62	0 / 12	0.048	Rising
anthropic	3	3 / 62	0 / 12	0.048	Rising
continual-learning	3	3 / 62	0 / 12	0.048	Rising
model-selection	3	3 / 62	0 / 12	0.048	Rising
Trust	3	3 / 62	0 / 12	0.048	Rising
context-engineering	4	2 / 62	0 / 12	0.032	Rising
agentic-engineering	3	2 / 62	0 / 12	0.032	Rising
agentic-workflows	3	2 / 62	0 / 12	0.032	Rising
calibration	3	2 / 62	0 / 12	0.032	Rising
multi-agent systems	3	2 / 62	0 / 12	0.032	Rising
productivity	3	2 / 62	0 / 12	0.032	Rising
scaling	3	2 / 62	0 / 12	0.032	Rising
security	3	2 / 62	0 / 12	0.032	Rising
venture capital	3	2 / 62	0 / 12	0.032	Rising
agent	2	2 / 62	0 / 12	0.032	Rising
agent-evaluation	2	2 / 62	0 / 12	0.032	Rising
agent-harness	2	2 / 62	0 / 12	0.032	Rising
agentic	2	2 / 62	0 / 12	0.032	Rising
agentic ai	2	2 / 62	0 / 12	0.032	Rising
agentic-commerce	2	2 / 62	0 / 12	0.032	Rising
archetype	2	2 / 62	0 / 12	0.032	Rising
architecture	2	2 / 62	0 / 12	0.032	Rising
automation	2	2 / 62	0 / 12	0.032	Rising
coding-agents	2	2 / 62	0 / 12	0.032	Rising
consciousness	2	2 / 62	0 / 12	0.032	Rising
Convergence	2	2 / 62	0 / 12	0.032	Rising
economics	2	2 / 62	0 / 12	0.032	Rising
event-driven	2	2 / 62	0 / 12	0.032	Rising
founders	2	2 / 62	0 / 12	0.032	Rising
gemini	2	2 / 62	0 / 12	0.032	Rising
geometry	2	2 / 62	0 / 12	0.032	Rising
inference	2	2 / 62	0 / 12	0.032	Rising
inference-economics	2	2 / 62	0 / 12	0.032	Rising
iterative-deployment	2	2 / 62	0 / 12	0.032	Rising
latency	2	2 / 62	0 / 12	0.032	Rising
llms	2	2 / 62	0 / 12	0.032	Rising
mathematics	2	2 / 62	0 / 12	0.032	Rising
meaning	2	2 / 62	0 / 12	0.032	Rising
meta-harness	2	2 / 62	0 / 12	0.032	Rising
model-context-protocol	2	2 / 62	0 / 12	0.032	Rising
optimization	2	2 / 62	0 / 12	0.032	Rising
platform-engineering	2	2 / 62	0 / 12	0.032	Rising
Probability	2	2 / 62	0 / 12	0.032	Rising
product management	2	2 / 62	0 / 12	0.032	Rising
quantization	2	2 / 62	0 / 12	0.032	Rising
red-teaming	2	2 / 62	0 / 12	0.032	Rising
resilience	2	2 / 62	0 / 12	0.032	Rising
responsibility	2	2 / 62	0 / 12	0.032	Rising
retrieval	2	2 / 62	0 / 12	0.032	Rising
reward-hacking	2	2 / 62	0 / 12	0.032	Rising
sacrifice	2	2 / 62	0 / 12	0.032	Rising
Sandboxing	2	2 / 62	0 / 12	0.032	Rising
startup	2	2 / 62	0 / 12	0.032	Rising
technical debt	2	2 / 62	0 / 12	0.032	Rising
token economics	2	2 / 62	0 / 12	0.032	Rising
value-alignment	2	2 / 62	0 / 12	0.032	Rising
Vibe coding	2	2 / 62	0 / 12	0.032	Rising
vibe-coding	2	2 / 62	0 / 12	0.032	Rising
workflows	2	2 / 62	0 / 12	0.032	Rising
world-model	2	2 / 62	0 / 12	0.032	Rising
infrastructure	3	1 / 62	0 / 12	0.016	Observed
agent-scheduling	2	1 / 62	0 / 12	0.016	Observed
agentic coding	2	1 / 62	0 / 12	0.016	Observed
agentic-systems	2	1 / 62	0 / 12	0.016	Observed
compute	2	1 / 62	0 / 12	0.016	Observed
context-window	2	1 / 62	0 / 12	0.016	Observed
discipline	2	1 / 62	0 / 12	0.016	Observed
enterprise architecture	2	1 / 62	0 / 12	0.016	Observed
enterprise software	2	1 / 62	0 / 12	0.016	Observed
enterprise-ai	2	1 / 62	0 / 12	0.016	Observed
feedback-loops	2	1 / 62	0 / 12	0.016	Observed
knowledge graph	2	1 / 62	0 / 12	0.016	Observed
knowledge-graph	2	1 / 62	0 / 12	0.016	Observed
open-source-ai	2	1 / 62	0 / 12	0.016	Observed
opensource	2	1 / 62	0 / 12	0.016	Observed
prompt-engineering	2	1 / 62	0 / 12	0.016	Observed
rag	2	1 / 62	0 / 12	0.016	Observed
research	2	1 / 62	0 / 12	0.016	Observed
1980s	1	1 / 62	0 / 12	0.016	Observed
A2A	1	1 / 62	0 / 12	0.016	Observed
ab-testing	1	1 / 62	0 / 12	0.016	Observed
abstract-reasoning	1	1 / 62	0 / 12	0.016	Observed
ACP	1	1 / 62	0 / 12	0.016	Observed
activation steering	1	1 / 62	0 / 12	0.016	Observed
active-learning	1	1 / 62	0 / 12	0.016	Observed
active-listening	1	1 / 62	0 / 12	0.016	Observed
adversarial-robustness	1	1 / 62	0 / 12	0.016	Observed
agent firewall	1	1 / 62	0 / 12	0.016	Observed
agent harness	1	1 / 62	0 / 12	0.016	Observed
agent infrastructure	1	1 / 62	0 / 12	0.016	Observed
agent orchestration	1	1 / 62	0 / 12	0.016	Observed
agent runtime	1	1 / 62	0 / 12	0.016	Observed
agent scaling	1	1 / 62	0 / 12	0.016	Observed
agent security	1	1 / 62	0 / 12	0.016	Observed
agent-autonomy	1	1 / 62	0 / 12	0.016	Observed
agent-client-protocol	1	1 / 62	0 / 12	0.016	Observed
agent-context	1	1 / 62	0 / 12	0.016	Observed
agent-native-workflows	1	1 / 62	0 / 12	0.016	Observed
agent-runners	1	1 / 62	0 / 12	0.016	Observed
agent-safety	1	1 / 62	0 / 12	0.016	Observed
agent-security	1	1 / 62	0 / 12	0.016	Observed
agent-supervision	1	1 / 62	0 / 12	0.016	Observed
agent-tools	1	1 / 62	0 / 12	0.016	Observed
agent-workflows	1	1 / 62	0 / 12	0.016	Observed
agentic commerce	1	1 / 62	0 / 12	0.016	Observed
agentic engineering	1	1 / 62	0 / 12	0.016	Observed
agentic software stack	1	1 / 62	0 / 12	0.016	Observed
agentic systems	1	1 / 62	0 / 12	0.016	Observed
agentic-compiler	1	1 / 62	0 / 12	0.016	Observed
agentic-design	1	1 / 62	0 / 12	0.016	Observed
agentic-frameworks	1	1 / 62	0 / 12	0.016	Observed
agentic-garbage-collection	1	1 / 62	0 / 12	0.016	Observed
agentic-rl	1	1 / 62	0 / 12	0.016	Observed
agentic-sdlc	1	1 / 62	0 / 12	0.016	Observed
agentic-search	1	1 / 62	0 / 12	0.016	Observed
agile	1	1 / 62	0 / 12	0.016	Observed
ai engineering	1	1 / 62	0 / 12	0.016	Observed
ai governance	1	1 / 62	0 / 12	0.016	Observed
ai safety	1	1 / 62	0 / 12	0.016	Observed
ai security	1	1 / 62	0 / 12	0.016	Observed
ai-agent-security	1	1 / 62	0 / 12	0.016	Observed
ai-coworkers	1	1 / 62	0 / 12	0.016	Observed
ai-economics	1	1 / 62	0 / 12	0.016	Observed
ai-gateway	1	1 / 62	0 / 12	0.016	Observed
ai-generated-tests	1	1 / 62	0 / 12	0.016	Observed
ai-native	1	1 / 62	0 / 12	0.016	Observed
ai-native-workflow	1	1 / 62	0 / 12	0.016	Observed
ai_regulation	1	1 / 62	0 / 12	0.016	Observed
ai_sdlc	1	1 / 62	0 / 12	0.016	Observed
airflow-dags	1	1 / 62	0 / 12	0.016	Observed
Algebra	1	1 / 62	0 / 12	0.016	Observed
algebraic-abstraction	1	1 / 62	0 / 12	0.016	Observed
ambition	1	1 / 62	0 / 12	0.016	Observed
ap2-mandate	1	1 / 62	0 / 12	0.016	Observed
apache iceberg	1	1 / 62	0 / 12	0.016	Observed
api-first	1	1 / 62	0 / 12	0.016	Observed
apis	1	1 / 62	0 / 12	0.016	Observed
approval-token	1	1 / 62	0 / 12	0.016	Observed
assist-mode	1	1 / 62	0 / 12	0.016	Observed
asynchronous	1	1 / 62	0 / 12	0.016	Observed
atomic-design	1	1 / 62	0 / 12	0.016	Observed
attention	1	1 / 62	0 / 12	0.016	Observed
attention-management	1	1 / 62	0 / 12	0.016	Observed
audio	1	1 / 62	0 / 12	0.016	Observed
auditability	1	1 / 62	0 / 12	0.016	Observed
authorization	1	1 / 62	0 / 12	0.016	Observed
autoencoders	1	1 / 62	0 / 12	0.016	Observed
autonomous teams	1	1 / 62	0 / 12	0.016	Observed
autonomous vehicles	1	1 / 62	0 / 12	0.016	Observed
autonomous-software-factory	1	1 / 62	0 / 12	0.016	Observed
autonomous_agents	1	1 / 62	0 / 12	0.016	Observed
aws	1	1 / 62	0 / 12	0.016	Observed
backtracking	1	1 / 62	0 / 12	0.016	Observed
bayes	1	1 / 62	0 / 12	0.016	Observed
bayesian-inference	1	1 / 62	0 / 12	0.016	Observed
bdh	1	1 / 62	0 / 12	0.016	Observed
belief-attribution	1	1 / 62	0 / 12	0.016	Observed
benchmark_saturation	1	1 / 62	0 / 12	0.016	Observed
benchmarking	1	1 / 62	0 / 12	0.016	Observed
benchmarking-agents	1	1 / 62	0 / 12	0.016	Observed
capability-maturity	1	1 / 62	0 / 12	0.016	Observed
capital-intensity	1	1 / 62	0 / 12	0.016	Observed
career progression	1	1 / 62	0 / 12	0.016	Observed
catastrophic-forgetting	1	1 / 62	0 / 12	0.016	Observed
centralized platform	1	1 / 62	0 / 12	0.016	Observed
chaos	1	1 / 62	0 / 12	0.016	Observed
chaos-engineering	1	1 / 62	0 / 12	0.016	Observed
circadian	1	1 / 62	0 / 12	0.016	Observed
circadian-phase	1	1 / 62	0 / 12	0.016	Observed
claude 5	1	1 / 62	0 / 12	0.016	Observed
Claw Patrol	1	1 / 62	0 / 12	0.016	Observed
cli agents	1	1 / 62	0 / 12	0.016	Observed
closed-loop-environments	1	1 / 62	0 / 12	0.016	Observed
cloud managed agents	1	1 / 62	0 / 12	0.016	Observed
co-evolution	1	1 / 62	0 / 12	0.016	Observed
code	1	1 / 62	0 / 12	0.016	Observed
code-maintainability	1	1 / 62	0 / 12	0.016	Observed
code-verifiability	1	1 / 62	0 / 12	0.016	Observed
code_generation	1	1 / 62	0 / 12	0.016	Observed
codebase-migration	1	1 / 62	0 / 12	0.016	Observed
coding	1	1 / 62	0 / 12	0.016	Observed
coding agent harness	1	1 / 62	0 / 12	0.016	Observed
commoditization	1	1 / 62	0 / 12	0.016	Observed
communication-overlap	1	1 / 62	0 / 12	0.016	Observed
compaction	1	1 / 62	0 / 12	0.016	Observed
company culture	1	1 / 62	0 / 12	0.016	Observed
company-culture	1	1 / 62	0 / 12	0.016	Observed
component-catalog	1	1 / 62	0 / 12	0.016	Observed
compressed-memory	1	1 / 62	0 / 12	0.016	Observed
compressed-sensing	1	1 / 62	0 / 12	0.016	Observed
compression	1	1 / 62	0 / 12	0.016	Observed
compute-allocation	1	1 / 62	0 / 12	0.016	Observed
compute-cost	1	1 / 62	0 / 12	0.016	Observed
computer_use	1	1 / 62	0 / 12	0.016	Observed
concept ablation fine-tuning	1	1 / 62	0 / 12	0.016	Observed
constraint-driven-training	1	1 / 62	0 / 12	0.016	Observed
consulting	1	1 / 62	0 / 12	0.016	Observed
consumer-ai	1	1 / 62	0 / 12	0.016	Observed
consumer-surplus	1	1 / 62	0 / 12	0.016	Observed
container isolation	1	1 / 62	0 / 12	0.016	Observed
containers	1	1 / 62	0 / 12	0.016	Observed
content-addressing	1	1 / 62	0 / 12	0.016	Observed
context-compression	1	1 / 62	0 / 12	0.016	Observed
context-hygiene	1	1 / 62	0 / 12	0.016	Observed
context-management	1	1 / 62	0 / 12	0.016	Observed
context-memory	1	1 / 62	0 / 12	0.016	Observed
context-rot	1	1 / 62	0 / 12	0.016	Observed
context-selection	1	1 / 62	0 / 12	0.016	Observed
contextual-policies	1	1 / 62	0 / 12	0.016	Observed
continuous-governance	1	1 / 62	0 / 12	0.016	Observed
continuous-learning	1	1 / 62	0 / 12	0.016	Observed
conways-law	1	1 / 62	0 / 12	0.016	Observed
cortisol	1	1 / 62	0 / 12	0.016	Observed
coupling	1	1 / 62	0 / 12	0.016	Observed
covert channels	1	1 / 62	0 / 12	0.016	Observed
Credential injection	1	1 / 62	0 / 12	0.016	Observed
critique models	1	1 / 62	0 / 12	0.016	Observed
croissants	1	1 / 62	0 / 12	0.016	Observed
cuda	1	1 / 62	0 / 12	0.016	Observed
cuda-kernels	1	1 / 62	0 / 12	0.016	Observed
custom-algorithms	1	1 / 62	0 / 12	0.016	Observed
customer-adoption	1	1 / 62	0 / 12	0.016	Observed
customer-discovery	1	1 / 62	0 / 12	0.016	Observed
customer-driven-roadmap	1	1 / 62	0 / 12	0.016	Observed
cybersecurity	1	1 / 62	0 / 12	0.016	Observed
dagestan	1	1 / 62	0 / 12	0.016	Observed
data-science	1	1 / 62	0 / 12	0.016	Observed
data-selection	1	1 / 62	0 / 12	0.016	Observed
databases	1	1 / 62	0 / 12	0.016	Observed
decentralized-control	1	1 / 62	0 / 12	0.016	Observed
decision-making	1	1 / 62	0 / 12	0.016	Observed
declarative-ui	1	1 / 62	0 / 12	0.016	Observed
deepmind	1	1 / 62	0 / 12	0.016	Observed
define-execute-evaluate	1	1 / 62	0 / 12	0.016	Observed
delayed-gratification	1	1 / 62	0 / 12	0.016	Observed
deployment-velocity	1	1 / 62	0 / 12	0.016	Observed
desirable-difficulties	1	1 / 62	0 / 12	0.016	Observed
developer experience	1	1 / 62	0 / 12	0.016	Observed
developer-experience	1	1 / 62	0 / 12	0.016	Observed
devops	1	1 / 62	0 / 12	0.016	Observed
distortion	1	1 / 62	0 / 12	0.016	Observed
distribution	1	1 / 62	0 / 12	0.016	Observed
dogfooding	1	1 / 62	0 / 12	0.016	Observed
dora-metrics	1	1 / 62	0 / 12	0.016	Observed
due-diligence	1	1 / 62	0 / 12	0.016	Observed
durable-workflows	1	1 / 62	0 / 12	0.016	Observed
Dynamics	1	1 / 62	0 / 12	0.016	Observed
early-warning	1	1 / 62	0 / 12	0.016	Observed
ecology	1	1 / 62	0 / 12	0.016	Observed
economic-inertia	1	1 / 62	0 / 12	0.016	Observed
ecopsychology	1	1 / 62	0 / 12	0.016	Observed
edge-inference	1	1 / 62	0 / 12	0.016	Observed
eigenquestions	1	1 / 62	0 / 12	0.016	Observed
elevenlabs	1	1 / 62	0 / 12	0.016	Observed
emergent misalignment	1	1 / 62	0 / 12	0.016	Observed
empirical-product-development	1	1 / 62	0 / 12	0.016	Observed
end-state-expression	1	1 / 62	0 / 12	0.016	Observed
enterprise	1	1 / 62	0 / 12	0.016	Observed
enterprise-architecture	1	1 / 62	0 / 12	0.016	Observed
entropy	1	1 / 62	0 / 12	0.016	Observed
entry-level-labor	1	1 / 62	0 / 12	0.016	Observed
Environments	1	1 / 62	0 / 12	0.016	Observed
epiplexity	1	1 / 62	0 / 12	0.016	Observed
error-recovery	1	1 / 62	0 / 12	0.016	Observed
evals	1	1 / 62	0 / 12	0.016	Observed
evaluation-harness	1	1 / 62	0 / 12	0.016	Observed
evaluation-sandboxing	1	1 / 62	0 / 12	0.016	Observed
event-sourcing	1	1 / 62	0 / 12	0.016	Observed
events	1	1 / 62	0 / 12	0.016	Observed
evolutionary architecture	1	1 / 62	0 / 12	0.016	Observed
evolutionary-architecture	1	1 / 62	0 / 12	0.016	Observed
execution-time-safety	1	1 / 62	0 / 12	0.016	Observed
expertise	1	1 / 62	0 / 12	0.016	Observed
exploration-vs-exploitation	1	1 / 62	0 / 12	0.016	Observed
fable 5	1	1 / 62	0 / 12	0.016	Observed
faith	1	1 / 62	0 / 12	0.016	Observed
fastapi	1	1 / 62	0 / 12	0.016	Observed
feature-based rewards	1	1 / 62	0 / 12	0.016	Observed
fido	1	1 / 62	0 / 12	0.016	Observed
finance workflows	1	1 / 62	0 / 12	0.016	Observed
finance-workflows	1	1 / 62	0 / 12	0.016	Observed
first principles	1	1 / 62	0 / 12	0.016	Observed
first-principles	1	1 / 62	0 / 12	0.016	Observed
football	1	1 / 62	0 / 12	0.016	Observed
formal_verification	1	1 / 62	0 / 12	0.016	Observed
formalization	1	1 / 62	0 / 12	0.016	Observed
forward deployed engineer	1	1 / 62	0 / 12	0.016	Observed
forward-deployed-engineering	1	1 / 62	0 / 12	0.016	Observed
founder-evaluation	1	1 / 62	0 / 12	0.016	Observed
founder-mode	1	1 / 62	0 / 12	0.016	Observed
frontier	1	1 / 62	0 / 12	0.016	Observed
Frontier development	1	1 / 62	0 / 12	0.016	Observed
frontier models	1	1 / 62	0 / 12	0.016	Observed
frontier-development	1	1 / 62	0 / 12	0.016	Observed
frontier-models	1	1 / 62	0 / 12	0.016	Observed
full-stack-ai	1	1 / 62	0 / 12	0.016	Observed
function calling	1	1 / 62	0 / 12	0.016	Observed
function-calling	1	1 / 62	0 / 12	0.016	Observed
gdp-b	1	1 / 62	0 / 12	0.016	Observed
generalization	1	1 / 62	0 / 12	0.016	Observed
generative ai	1	1 / 62	0 / 12	0.016	Observed
generative audio	1	1 / 62	0 / 12	0.016	Observed
generative media	1	1 / 62	0 / 12	0.016	Observed
generative-ensembles	1	1 / 62	0 / 12	0.016	Observed
generative-media	1	1 / 62	0 / 12	0.016	Observed
generative-ux	1	1 / 62	0 / 12	0.016	Observed
glymphatic	1	1 / 62	0 / 12	0.016	Observed
golden-bricks	1	1 / 62	0 / 12	0.016	Observed
governance	1	1 / 62	0 / 12	0.016	Observed
gpus	1	1 / 62	0 / 12	0.016	Observed
graph-data-science	1	1 / 62	0 / 12	0.016	Observed
graph-databases	1	1 / 62	0 / 12	0.016	Observed
grappling	1	1 / 62	0 / 12	0.016	Observed
groundedness	1	1 / 62	0 / 12	0.016	Observed
grounding	1	1 / 62	0 / 12	0.016	Observed
hackbots	1	1 / 62	0 / 12	0.016	Observed
handoffs	1	1 / 62	0 / 12	0.016	Observed
hardware-abstractions	1	1 / 62	0 / 12	0.016	Observed
harness	1	1 / 62	0 / 12	0.016	Observed
HCL rules	1	1 / 62	0 / 12	0.016	Observed
herdr	1	1 / 62	0 / 12	0.016	Observed
heterogeneous-silicon	1	1 / 62	0 / 12	0.016	Observed
hexagonal-architecture	1	1 / 62	0 / 12	0.016	Observed
hierarchical-goals	1	1 / 62	0 / 12	0.016	Observed
hierarchical-objectives	1	1 / 62	0 / 12	0.016	Observed
hub-and-spoke	1	1 / 62	0 / 12	0.016	Observed
human-agent-collaboration	1	1 / 62	0 / 12	0.016	Observed
human-evaluation	1	1 / 62	0 / 12	0.016	Observed
humanoid robotics	1	1 / 62	0 / 12	0.016	Observed
humanoid-robotics	1	1 / 62	0 / 12	0.016	Observed
hybrid-search	1	1 / 62	0 / 12	0.016	Observed
imagen	1	1 / 62	0 / 12	0.016	Observed
imposter syndrome	1	1 / 62	0 / 12	0.016	Observed
inductive-bias	1	1 / 62	0 / 12	0.016	Observed
inference-optimization	1	1 / 62	0 / 12	0.016	Observed
inference-pricing	1	1 / 62	0 / 12	0.016	Observed
Inference-time compute	1	1 / 62	0 / 12	0.016	Observed
infrastructure-timing	1	1 / 62	0 / 12	0.016	Observed
innovation	1	1 / 62	0 / 12	0.016	Observed
intelligence	1	1 / 62	0 / 12	0.016	Observed
intent-driven-ux	1	1 / 62	0 / 12	0.016	Observed
internal-developer-platforms	1	1 / 62	0 / 12	0.016	Observed
interoperability	1	1 / 62	0 / 12	0.016	Observed
interpretability	1	1 / 62	0 / 12	0.016	Observed
investing	1	1 / 62	0 / 12	0.016	Observed
iterative-delivery	1	1 / 62	0 / 12	0.016	Observed
jevons	1	1 / 62	0 / 12	0.016	Observed
json-rpc	1	1 / 62	0 / 12	0.016	Observed
kernel	1	1 / 62	0 / 12	0.016	Observed
kernel-synthesis	1	1 / 62	0 / 12	0.016	Observed
khabib	1	1 / 62	0 / 12	0.016	Observed
knowledge work	1	1 / 62	0 / 12	0.016	Observed
knowledge-work-delegation	1	1 / 62	0 / 12	0.016	Observed
KV cache	1	1 / 62	0 / 12	0.016	Observed
kv-cache	1	1 / 62	0 / 12	0.016	Observed
labor market	1	1 / 62	0 / 12	0.016	Observed
labs	1	1 / 62	0 / 12	0.016	Observed
labs-rhythm	1	1 / 62	0 / 12	0.016	Observed
lakehouse	1	1 / 62	0 / 12	0.016	Observed
langchain	1	1 / 62	0 / 12	0.016	Observed
langgraph	1	1 / 62	0 / 12	0.016	Observed
language models	1	1 / 62	0 / 12	0.016	Observed
large language models	1	1 / 62	0 / 12	0.016	Observed
large-scale	1	1 / 62	0 / 12	0.016	Observed
late-entrant-advantage	1	1 / 62	0 / 12	0.016	Observed
least privilege	1	1 / 62	0 / 12	0.016	Observed
legacy	1	1 / 62	0 / 12	0.016	Observed
legal AI	1	1 / 62	0 / 12	0.016	Observed
legal-ai	1	1 / 62	0 / 12	0.016	Observed
linux	1	1 / 62	0 / 12	0.016	Observed
llama.cpp	1	1 / 62	0 / 12	0.016	Observed
LLM temperature	1	1 / 62	0 / 12	0.016	Observed
LLM workflows	1	1 / 62	0 / 12	0.016	Observed
llm-code-generation	1	1 / 62	0 / 12	0.016	Observed
llm-individuation	1	1 / 62	0 / 12	0.016	Observed
llm-inference	1	1 / 62	0 / 12	0.016	Observed
llm-joins	1	1 / 62	0 / 12	0.016	Observed
llm-ops	1	1 / 62	0 / 12	0.016	Observed
llm-serving	1	1 / 62	0 / 12	0.016	Observed
llm-temperature	1	1 / 62	0 / 12	0.016	Observed
llm-workflows	1	1 / 62	0 / 12	0.016	Observed
local hardware	1	1 / 62	0 / 12	0.016	Observed
local-llms	1	1 / 62	0 / 12	0.016	Observed
long-horizon agents	1	1 / 62	0 / 12	0.016	Observed
loops	1	1 / 62	0 / 12	0.016	Observed
malleable computing	1	1 / 62	0 / 12	0.016	Observed
managed agents	1	1 / 62	0 / 12	0.016	Observed
management	1	1 / 62	0 / 12	0.016	Observed
mandates	1	1 / 62	0 / 12	0.016	Observed
manifold steering	1	1 / 62	0 / 12	0.016	Observed
manifolds	1	1 / 62	0 / 12	0.016	Observed
MCP server	1	1 / 62	0 / 12	0.016	Observed
MCP servers	1	1 / 62	0 / 12	0.016	Observed
mcp-server	1	1 / 62	0 / 12	0.016	Observed
mdl	1	1 / 62	0 / 12	0.016	Observed
mechanistic interpretability	1	1 / 62	0 / 12	0.016	Observed
memento mori	1	1 / 62	0 / 12	0.016	Observed
memory-bandwidth	1	1 / 62	0 / 12	0.016	Observed
memory-compaction	1	1 / 62	0 / 12	0.016	Observed
memory-hierarchy	1	1 / 62	0 / 12	0.016	Observed
mental-models	1	1 / 62	0 / 12	0.016	Observed
metaphysics	1	1 / 62	0 / 12	0.016	Observed
mindset	1	1 / 62	0 / 12	0.016	Observed
MITM proxy	1	1 / 62	0 / 12	0.016	Observed
mma	1	1 / 62	0 / 12	0.016	Observed
moats	1	1 / 62	0 / 12	0.016	Observed
model-abstraction	1	1 / 62	0 / 12	0.016	Observed
model-bias	1	1 / 62	0 / 12	0.016	Observed
model-capability-horizon	1	1 / 62	0 / 12	0.016	Observed
model-dependency	1	1 / 62	0 / 12	0.016	Observed
model-ops	1	1 / 62	0 / 12	0.016	Observed
moral-status	1	1 / 62	0 / 12	0.016	Observed
moravecs-paradox	1	1 / 62	0 / 12	0.016	Observed
multi-agent-integrity	1	1 / 62	0 / 12	0.016	Observed
multi-agent-orchestration	1	1 / 62	0 / 12	0.016	Observed
multi-gpu	1	1 / 62	0 / 12	0.016	Observed
multi-layer-disclosure	1	1 / 62	0 / 12	0.016	Observed
multi-tenant-serving	1	1 / 62	0 / 12	0.016	Observed
multigpu	1	1 / 62	0 / 12	0.016	Observed
multimodal	1	1 / 62	0 / 12	0.016	Observed
multimodal-models	1	1 / 62	0 / 12	0.016	Observed
native-memory	1	1 / 62	0 / 12	0.016	Observed
navierstokes	1	1 / 62	0 / 12	0.016	Observed
neo4j	1	1 / 62	0 / 12	0.016	Observed
network-effects	1	1 / 62	0 / 12	0.016	Observed
neural geometry	1	1 / 62	0 / 12	0.016	Observed
neural-networks	1	1 / 62	0 / 12	0.016	Observed
neuroplasticity	1	1 / 62	0 / 12	0.016	Observed
non-consensus-bets	1	1 / 62	0 / 12	0.016	Observed
non-euclidean-embeddings	1	1 / 62	0 / 12	0.016	Observed
nonlinear-compounding-failure	1	1 / 62	0 / 12	0.016	Observed
nostalgia	1	1 / 62	0 / 12	0.016	Observed
nvlink	1	1 / 62	0 / 12	0.016	Observed
oauth	1	1 / 62	0 / 12	0.016	Observed
offline-processing	1	1 / 62	0 / 12	0.016	Observed
offloading	1	1 / 62	0 / 12	0.016	Observed
omarchy	1	1 / 62	0 / 12	0.016	Observed
omnigent	1	1 / 62	0 / 12	0.016	Observed
open-source-models	1	1 / 62	0 / 12	0.016	Observed
opus 5	1	1 / 62	0 / 12	0.016	Observed
overparameterization	1	1 / 62	0 / 12	0.016	Observed
PagedAttention	1	1 / 62	0 / 12	0.016	Observed
palantir	1	1 / 62	0 / 12	0.016	Observed
ParallelKernelBench	1	1 / 62	0 / 12	0.016	Observed
ParallelKittens	1	1 / 62	0 / 12	0.016	Observed
permission-requests	1	1 / 62	0 / 12	0.016	Observed
persevere-pivot	1	1 / 62	0 / 12	0.016	Observed
persistent-agents	1	1 / 62	0 / 12	0.016	Observed
persistent-state	1	1 / 62	0 / 12	0.016	Observed
personal identity	1	1 / 62	0 / 12	0.016	Observed
personal-identity	1	1 / 62	0 / 12	0.016	Observed
platform engineering	1	1 / 62	0 / 12	0.016	Observed
policy-enforcement	1	1 / 62	0 / 12	0.016	Observed
post-training	1	1 / 62	0 / 12	0.016	Observed
postmortem	1	1 / 62	0 / 12	0.016	Observed
power-law	1	1 / 62	0 / 12	0.016	Observed
prefix-caching	1	1 / 62	0 / 12	0.016	Observed
pressure	1	1 / 62	0 / 12	0.016	Observed
prime-RL	1	1 / 62	0 / 12	0.016	Observed
privacy	1	1 / 62	0 / 12	0.016	Observed
proactive-agents	1	1 / 62	0 / 12	0.016	Observed
probabilistic-decision-making	1	1 / 62	0 / 12	0.016	Observed
problem-formulation	1	1 / 62	0 / 12	0.016	Observed
product development	1	1 / 62	0 / 12	0.016	Observed
product-design	1	1 / 62	0 / 12	0.016	Observed
product-engineering	1	1 / 62	0 / 12	0.016	Observed
product-management	1	1 / 62	0 / 12	0.016	Observed
product-smell	1	1 / 62	0 / 12	0.016	Observed
production security	1	1 / 62	0 / 12	0.016	Observed
productivity-measurement	1	1 / 62	0 / 12	0.016	Observed
progressive disclosure	1	1 / 62	0 / 12	0.016	Observed
Prompt caching	1	1 / 62	0 / 12	0.016	Observed
prompt engineering	1	1 / 62	0 / 12	0.016	Observed
prompt-caching	1	1 / 62	0 / 12	0.016	Observed
prompt-injection	1	1 / 62	0 / 12	0.016	Observed
prompting	1	1 / 62	0 / 12	0.016	Observed
protocol	1	1 / 62	0 / 12	0.016	Observed
protocol parsing	1	1 / 62	0 / 12	0.016	Observed
provenance	1	1 / 62	0 / 12	0.016	Observed
proxy	1	1 / 62	0 / 12	0.016	Observed
psychedelics	1	1 / 62	0 / 12	0.016	Observed
python	1	1 / 62	0 / 12	0.016	Observed
reasoning	1	1 / 62	0 / 12	0.016	Observed
reinforcement learning	1	1 / 62	0 / 12	0.016	Observed
reinforcement-learning	1	1 / 62	0 / 12	0.016	Observed
relational	1	1 / 62	0 / 12	0.016	Observed
relational-databases	1	1 / 62	0 / 12	0.016	Observed
reliability	1	1 / 62	0 / 12	0.016	Observed
requirements-elicitation	1	1 / 62	0 / 12	0.016	Observed
research-agents	1	1 / 62	0 / 12	0.016	Observed
research-product-loop	1	1 / 62	0 / 12	0.016	Observed
rippling	1	1 / 62	0 / 12	0.016	Observed
risk-scoring	1	1 / 62	0 / 12	0.016	Observed
robotaxi	1	1 / 62	0 / 12	0.016	Observed
robotaxi_economics	1	1 / 62	0 / 12	0.016	Observed
roofline	1	1 / 62	0 / 12	0.016	Observed
root-cause	1	1 / 62	0 / 12	0.016	Observed
rowing-vs-steering	1	1 / 62	0 / 12	0.016	Observed
runtime	1	1 / 62	0 / 12	0.016	Observed
safety	1	1 / 62	0 / 12	0.016	Observed
Sandbox containment	1	1 / 62	0 / 12	0.016	Observed
scaffolding	1	1 / 62	0 / 12	0.016	Observed
schema-rot	1	1 / 62	0 / 12	0.016	Observed
search	1	1 / 62	0 / 12	0.016	Observed
self-correction	1	1 / 62	0 / 12	0.016	Observed
self-improvement	1	1 / 62	0 / 12	0.016	Observed
self-improving-agents	1	1 / 62	0 / 12	0.016	Observed
self-play	1	1 / 62	0 / 12	0.016	Observed
self-validation	1	1 / 62	0 / 12	0.016	Observed
Self-verification	1	1 / 62	0 / 12	0.016	Observed
semantic layer	1	1 / 62	0 / 12	0.016	Observed
semantic-entropy	1	1 / 62	0 / 12	0.016	Observed
semantic-layer	1	1 / 62	0 / 12	0.016	Observed
serverless	1	1 / 62	0 / 12	0.016	Observed
serving-engines	1	1 / 62	0 / 12	0.016	Observed
session-memory	1	1 / 62	0 / 12	0.016	Observed
shift-testing-left	1	1 / 62	0 / 12	0.016	Observed
shipping-gap	1	1 / 62	0 / 12	0.016	Observed
sidecar-pattern	1	1 / 62	0 / 12	0.016	Observed
signal	1	1 / 62	0 / 12	0.016	Observed
signal-layer	1	1 / 62	0 / 12	0.016	Observed
silos	1	1 / 62	0 / 12	0.016	Observed
simulation	1	1 / 62	0 / 12	0.016	Observed
simulation fidelity	1	1 / 62	0 / 12	0.016	Observed
simulations	1	1 / 62	0 / 12	0.016	Observed
skill-files	1	1 / 62	0 / 12	0.016	Observed
skills governance	1	1 / 62	0 / 12	0.016	Observed
small language models	1	1 / 62	0 / 12	0.016	Observed
small-language-models	1	1 / 62	0 / 12	0.016	Observed
soft-inductive-bias	1	1 / 62	0 / 12	0.016	Observed
software engineering	1	1 / 62	0 / 12	0.016	Observed
software-engineering	1	1 / 62	0 / 12	0.016	Observed
solaris	1	1 / 62	0 / 12	0.016	Observed
soulcraft	1	1 / 62	0 / 12	0.016	Observed
sparse autoencoders	1	1 / 62	0 / 12	0.016	Observed
sparsity	1	1 / 62	0 / 12	0.016	Observed
stakes-evidence-matrix	1	1 / 62	0 / 12	0.016	Observed
startup growth	1	1 / 62	0 / 12	0.016	Observed
startup-scaling	1	1 / 62	0 / 12	0.016	Observed
state-domains	1	1 / 62	0 / 12	0.016	Observed
stateful-agents	1	1 / 62	0 / 12	0.016	Observed
structured-output	1	1 / 62	0 / 12	0.016	Observed
structured-outputs	1	1 / 62	0 / 12	0.016	Observed
supply-chain-attacks	1	1 / 62	0 / 12	0.016	Observed
SWE-bench	1	1 / 62	0 / 12	0.016	Observed
synthetic data	1	1 / 62	0 / 12	0.016	Observed
synthetic humans	1	1 / 62	0 / 12	0.016	Observed
synthetic-data	1	1 / 62	0 / 12	0.016	Observed
system prompts	1	1 / 62	0 / 12	0.016	Observed
tailscale	1	1 / 62	0 / 12	0.016	Observed
task-automation	1	1 / 62	0 / 12	0.016	Observed
task-automation-triage	1	1 / 62	0 / 12	0.016	Observed
task-delegation	1	1 / 62	0 / 12	0.016	Observed
task-queues	1	1 / 62	0 / 12	0.016	Observed
technology-trajectory	1	1 / 62	0 / 12	0.016	Observed
text-to-speech	1	1 / 62	0 / 12	0.016	Observed
text-to-sql	1	1 / 62	0 / 12	0.016	Observed
theorem proving	1	1 / 62	0 / 12	0.016	Observed
theorem-proving	1	1 / 62	0 / 12	0.016	Observed
thread-identity	1	1 / 62	0 / 12	0.016	Observed
token usage	1	1 / 62	0 / 12	0.016	Observed
token-efficiency	1	1 / 62	0 / 12	0.016	Observed
tokenization	1	1 / 62	0 / 12	0.016	Observed
trace-review	1	1 / 62	0 / 12	0.016	Observed
training	1	1 / 62	0 / 12	0.016	Observed
transactional-state	1	1 / 62	0 / 12	0.016	Observed
transformative-containers	1	1 / 62	0 / 12	0.016	Observed
transformers	1	1 / 62	0 / 12	0.016	Observed
transport-agnostic	1	1 / 62	0 / 12	0.016	Observed
trust-boundaries	1	1 / 62	0 / 12	0.016	Observed
trust-mechanics	1	1 / 62	0 / 12	0.016	Observed
typed-events	1	1 / 62	0 / 12	0.016	Observed
ufc	1	1 / 62	0 / 12	0.016	Observed
uncertainty	1	1 / 62	0 / 12	0.016	Observed
vagus	1	1 / 62	0 / 12	0.016	Observed
value-capture	1	1 / 62	0 / 12	0.016	Observed
value-streams	1	1 / 62	0 / 12	0.016	Observed
vector-search	1	1 / 62	0 / 12	0.016	Observed
vercel	1	1 / 62	0 / 12	0.016	Observed
verifiable-intent	1	1 / 62	0 / 12	0.016	Observed
Verifiers	1	1 / 62	0 / 12	0.016	Observed
vertical-saas	1	1 / 62	0 / 12	0.016	Observed
video models	1	1 / 62	0 / 12	0.016	Observed
video-models	1	1 / 62	0 / 12	0.016	Observed
vllm	1	1 / 62	0 / 12	0.016	Observed
voice cloning	1	1 / 62	0 / 12	0.016	Observed
Voice identity	1	1 / 62	0 / 12	0.016	Observed
von-neumann-architecture	1	1 / 62	0 / 12	0.016	Observed
WebMCP	1	1 / 62	0 / 12	0.016	Observed
world-models	1	1 / 62	0 / 12	0.016	Observed
wrestling	1	1 / 62	0 / 12	0.016	Observed
writing-as-thinking	1	1 / 62	0 / 12	0.016	Observed
y combinator	1	1 / 62	0 / 12	0.016	Observed
ycombinator	1	1 / 62	0 / 12	0.016	Observed
zero-trust	1	1 / 62	0 / 12	0.016	Observed
robotics	4	0 / 62	0 / 12	0.000	Observed
data-center-power	2	0 / 62	0 / 12	0.000	Observed
energy	2	0 / 62	0 / 12	0.000	Observed
physical-ai	2	0 / 62	0 / 12	0.000	Observed
semiconductors	2	0 / 62	0 / 12	0.000	Observed
system dynamics	2	0 / 62	0 / 12	0.000	Observed
systems thinking	2	0 / 62	0 / 12	0.000	Observed
abundance	1	0 / 62	0 / 12	0.000	Observed
adoption	1	0 / 62	0 / 12	0.000	Observed
affective-labeling	1	0 / 62	0 / 12	0.000	Observed
agent-based-modelling	1	0 / 62	0 / 12	0.000	Observed
agent-memory	1	0 / 62	0 / 12	0.000	Observed
Agentforce	1	0 / 62	0 / 12	0.000	Observed
agentic-benchmarks	1	0 / 62	0 / 12	0.000	Observed
ai-safety	1	0 / 62	0 / 12	0.000	Observed
ai-stack-layering	1	0 / 62	0 / 12	0.000	Observed
algorithmic-efficiency	1	0 / 62	0 / 12	0.000	Observed
artificialintelligence	1	0 / 62	0 / 12	0.000	Observed
autonomous	1	0 / 62	0 / 12	0.000	Observed
autonomous agents	1	0 / 62	0 / 12	0.000	Observed
autonomous development	1	0 / 62	0 / 12	0.000	Observed
autonomous science	1	0 / 62	0 / 12	0.000	Observed
autonomous-agents	1	0 / 62	0 / 12	0.000	Observed
autonomous-operations	1	0 / 62	0 / 12	0.000	Observed
benchmark-saturation	1	0 / 62	0 / 12	0.000	Observed
boundary judgements	1	0 / 62	0 / 12	0.000	Observed
boundary-judgements	1	0 / 62	0 / 12	0.000	Observed
capacity-planning	1	0 / 62	0 / 12	0.000	Observed
charisma	1	0 / 62	0 / 12	0.000	Observed
co-design	1	0 / 62	0 / 12	0.000	Observed
codex	1	0 / 62	0 / 12	0.000	Observed
complexity	1	0 / 62	0 / 12	0.000	Observed
compute-economics	1	0 / 62	0 / 12	0.000	Observed
compute-efficiency	1	0 / 62	0 / 12	0.000	Observed
compute-scaling	1	0 / 62	0 / 12	0.000	Observed
compute-sovereignty	1	0 / 62	0 / 12	0.000	Observed
confidence	1	0 / 62	0 / 12	0.000	Observed
context windows	1	0 / 62	0 / 12	0.000	Observed
context-retrieval	1	0 / 62	0 / 12	0.000	Observed
contingent-financing	1	0 / 62	0 / 12	0.000	Observed
control theory	1	0 / 62	0 / 12	0.000	Observed
Cost deflation	1	0 / 62	0 / 12	0.000	Observed
cost-deflation	1	0 / 62	0 / 12	0.000	Observed
curriculum-learning	1	0 / 62	0 / 12	0.000	Observed
Data Cloud	1	0 / 62	0 / 12	0.000	Observed
data-flywheel	1	0 / 62	0 / 12	0.000	Observed
deepseek	1	0 / 62	0 / 12	0.000	Observed
deflation	1	0 / 62	0 / 12	0.000	Observed
Delays	1	0 / 62	0 / 12	0.000	Observed
deployment-strategy	1	0 / 62	0 / 12	0.000	Observed
Digital labor	1	0 / 62	0 / 12	0.000	Observed
embeddings	1	0 / 62	0 / 12	0.000	Observed
emergence	1	0 / 62	0 / 12	0.000	Observed
emergent-behavior	1	0 / 62	0 / 12	0.000	Observed
end-to-end-learning	1	0 / 62	0 / 12	0.000	Observed
energy shortage	1	0 / 62	0 / 12	0.000	Observed
energy-constraints	1	0 / 62	0 / 12	0.000	Observed
energy-infrastructure	1	0 / 62	0 / 12	0.000	Observed
energy-shortage	1	0 / 62	0 / 12	0.000	Observed
enterprise-ai-adoption	1	0 / 62	0 / 12	0.000	Observed
entity-schema	1	0 / 62	0 / 12	0.000	Observed
evaluation-functions	1	0 / 62	0 / 12	0.000	Observed
evaluation-gates	1	0 / 62	0 / 12	0.000	Observed
evaluation-strategy	1	0 / 62	0 / 12	0.000	Observed
experiential-learning	1	0 / 62	0 / 12	0.000	Observed
externalized-planning	1	0 / 62	0 / 12	0.000	Observed
Feedback loops	1	0 / 62	0 / 12	0.000	Observed
fleet-learning	1	0 / 62	0 / 12	0.000	Observed
gemini 3	1	0 / 62	0 / 12	0.000	Observed
generative-ui	1	0 / 62	0 / 12	0.000	Observed
genomics	1	0 / 62	0 / 12	0.000	Observed
geopolitics	1	0 / 62	0 / 12	0.000	Observed
humanoid	1	0 / 62	0 / 12	0.000	Observed
imposter-syndrome	1	0 / 62	0 / 12	0.000	Observed
infrastructure-vs-apps	1	0 / 62	0 / 12	0.000	Observed
llm-costs	1	0 / 62	0 / 12	0.000	Observed
long-term memory	1	0 / 62	0 / 12	0.000	Observed
long-term-memory	1	0 / 62	0 / 12	0.000	Observed
Mental models	1	0 / 62	0 / 12	0.000	Observed
model release cadence	1	0 / 62	0 / 12	0.000	Observed
model-competition	1	0 / 62	0 / 12	0.000	Observed
model-evals	1	0 / 62	0 / 12	0.000	Observed
moe	1	0 / 62	0 / 12	0.000	Observed
multi-agent-architecture	1	0 / 62	0 / 12	0.000	Observed
multi-agent-governance	1	0 / 62	0 / 12	0.000	Observed
multimodal-reasoning	1	0 / 62	0 / 12	0.000	Observed
neural-controllers	1	0 / 62	0 / 12	0.000	Observed
neuralnets	1	0 / 62	0 / 12	0.000	Observed
neuroscience	1	0 / 62	0 / 12	0.000	Observed
nonfiction	1	0 / 62	0 / 12	0.000	Observed
nuclear energy	1	0 / 62	0 / 12	0.000	Observed
ontologies	1	0 / 62	0 / 12	0.000	Observed
opus 4.6	1	0 / 62	0 / 12	0.000	Observed
pentagon	1	0 / 62	0 / 12	0.000	Observed
plan-then-execute	1	0 / 62	0 / 12	0.000	Observed
policy resistance	1	0 / 62	0 / 12	0.000	Observed
power law	1	0 / 62	0 / 12	0.000	Observed
power-laws	1	0 / 62	0 / 12	0.000	Observed
Preparedness Framework	1	0 / 62	0 / 12	0.000	Observed
private-markets	1	0 / 62	0 / 12	0.000	Observed
problem structuring methods	1	0 / 62	0 / 12	0.000	Observed
problem-structuring	1	0 / 62	0 / 12	0.000	Observed
recursive self-improvement	1	0 / 62	0 / 12	0.000	Observed
recursive-self-improvement	1	0 / 62	0 / 12	0.000	Observed
response-latency	1	0 / 62	0 / 12	0.000	Observed
robotics-hardware	1	0 / 62	0 / 12	0.000	Observed
routine	1	0 / 62	0 / 12	0.000	Observed
salesforce	1	0 / 62	0 / 12	0.000	Observed
sdlc-automation	1	0 / 62	0 / 12	0.000	Observed
self-doubt	1	0 / 62	0 / 12	0.000	Observed
self-organisation	1	0 / 62	0 / 12	0.000	Observed
semantic-search	1	0 / 62	0 / 12	0.000	Observed
semiconductor-supply-chain	1	0 / 62	0 / 12	0.000	Observed
space stations	1	0 / 62	0 / 12	0.000	Observed
spec-driven-development	1	0 / 62	0 / 12	0.000	Observed
Stocks and flows	1	0 / 62	0 / 12	0.000	Observed
structure	1	0 / 62	0 / 12	0.000	Observed
superintelligence	1	0 / 62	0 / 12	0.000	Observed
support automation	1	0 / 62	0 / 12	0.000	Observed
systems-thinking	1	0 / 62	0 / 12	0.000	Observed
task-level-automation	1	0 / 62	0 / 12	0.000	Observed
temporal-graph	1	0 / 62	0 / 12	0.000	Observed
throughput-budget	1	0 / 62	0 / 12	0.000	Observed
tipping point	1	0 / 62	0 / 12	0.000	Observed
tipping-points	1	0 / 62	0 / 12	0.000	Observed
trust-safety	1	0 / 62	0 / 12	0.000	Observed
valuation	1	0 / 62	0 / 12	0.000	Observed
vector-database	1	0 / 62	0 / 12	0.000	Observed
viable system model	1	0 / 62	0 / 12	0.000	Observed
viable-system-model	1	0 / 62	0 / 12	0.000	Observed
vigilance	1	0 / 62	0 / 12	0.000	Observed
human-in-the-loop	6	5 / 62	1 / 12	-0.003	Observed
Observability	4	3 / 62	1 / 12	-0.035	Observed
ai-governance	4	2 / 62	1 / 12	-0.051	Observed
ai-agents	3	1 / 62	1 / 12	-0.067	Observed
Autonomy	3	1 / 62	1 / 12	-0.067	Observed
guardrails	3	1 / 62	1 / 12	-0.067	Observed
ai-code-generation	2	1 / 62	1 / 12	-0.067	Observed
code review	2	1 / 62	1 / 12	-0.067	Observed
code-generation	2	1 / 62	1 / 12	-0.067	Observed
Context engineering	2	1 / 62	1 / 12	-0.067	Observed
jevons-paradox	2	1 / 62	1 / 12	-0.067	Observed
open source	2	1 / 62	1 / 12	-0.067	Observed
orchestration	2	1 / 62	1 / 12	-0.067	Observed
rust	2	1 / 62	1 / 12	-0.067	Observed
technical-debt	2	1 / 62	1 / 12	-0.067	Observed
verification	2	1 / 62	1 / 12	-0.067	Observed
world models	2	1 / 62	1 / 12	-0.067	Observed
autonomous-sdlc	2	0 / 62	1 / 12	-0.083	Observed
inference-cost	2	0 / 62	1 / 12	-0.083	Observed
infinite-context	2	0 / 62	1 / 12	-0.083	Observed
model-routing	2	0 / 62	1 / 12	-0.083	Observed
multi-agent	2	0 / 62	1 / 12	-0.083	Observed
software-development	2	0 / 62	1 / 12	-0.083	Observed
token-economics	2	0 / 62	1 / 12	-0.083	Observed
adversarial-validation	1	0 / 62	1 / 12	-0.083	Observed
adversarial_training	1	0 / 62	1 / 12	-0.083	Observed
agent-coherence	1	0 / 62	1 / 12	-0.083	Observed
agent-governance	1	0 / 62	1 / 12	-0.083	Observed
agent-psychosis	1	0 / 62	1 / 12	-0.083	Observed
agentic-coding	1	0 / 62	1 / 12	-0.083	Observed
ai-video	1	0 / 62	1 / 12	-0.083	Observed
api-security	1	0 / 62	1 / 12	-0.083	Observed
asceticism	1	0 / 62	1 / 12	-0.083	Observed
autonomous software	1	0 / 62	1 / 12	-0.083	Observed
autonomy-boundaries	1	0 / 62	1 / 12	-0.083	Observed
behavior_first_optimization	1	0 / 62	1 / 12	-0.083	Observed
brier-skill-score	1	0 / 62	1 / 12	-0.083	Observed
buddhism	1	0 / 62	1 / 12	-0.083	Observed
cloud computing	1	0 / 62	1 / 12	-0.083	Observed
code generation	1	0 / 62	1 / 12	-0.083	Observed
code quality	1	0 / 62	1 / 12	-0.083	Observed
code review automation	1	0 / 62	1 / 12	-0.083	Observed
coding agents	1	0 / 62	1 / 12	-0.083	Observed
colossal	1	0 / 62	1 / 12	-0.083	Observed
Context budget	1	0 / 62	1 / 12	-0.083	Observed
context management	1	0 / 62	1 / 12	-0.083	Observed
context window constraints	1	0 / 62	1 / 12	-0.083	Observed
context_isolation	1	0 / 62	1 / 12	-0.083	Observed
continuous_evaluation	1	0 / 62	1 / 12	-0.083	Observed
data-center-infrastructure	1	0 / 62	1 / 12	-0.083	Observed
data-moat	1	0 / 62	1 / 12	-0.083	Observed
datacenter infrastructure	1	0 / 62	1 / 12	-0.083	Observed
delay-tolerant-networking	1	0 / 62	1 / 12	-0.083	Observed
developer tools	1	0 / 62	1 / 12	-0.083	Observed
developer workflow	1	0 / 62	1 / 12	-0.083	Observed
developer-tools	1	0 / 62	1 / 12	-0.083	Observed
energy-based models	1	0 / 62	1 / 12	-0.083	Observed
erdos	1	0 / 62	1 / 12	-0.083	Observed
extensibility	1	0 / 62	1 / 12	-0.083	Observed
extreme programming	1	0 / 62	1 / 12	-0.083	Observed
features-vs-futures	1	0 / 62	1 / 12	-0.083	Observed
forecasting-evals	1	0 / 62	1 / 12	-0.083	Observed
going-solid	1	0 / 62	1 / 12	-0.083	Observed
gpt-5.5	1	0 / 62	1 / 12	-0.083	Observed
guardrail_architecture	1	0 / 62	1 / 12	-0.083	Observed
harness design	1	0 / 62	1 / 12	-0.083	Observed
harness engineering	1	0 / 62	1 / 12	-0.083	Observed
hermit	1	0 / 62	1 / 12	-0.083	Observed
hierarchical planning	1	0 / 62	1 / 12	-0.083	Observed
human-attention-bottleneck	1	0 / 62	1 / 12	-0.083	Observed
hyperscaler-capex	1	0 / 62	1 / 12	-0.083	Observed
jepa	1	0 / 62	1 / 12	-0.083	Observed
llm summarization	1	0 / 62	1 / 12	-0.083	Observed
Long-session evals	1	0 / 62	1 / 12	-0.083	Observed
long_horizon_autonomy	1	0 / 62	1 / 12	-0.083	Observed
longevity	1	0 / 62	1 / 12	-0.083	Observed
meditation	1	0 / 62	1 / 12	-0.083	Observed
memory store	1	0 / 62	1 / 12	-0.083	Observed
minimalism	1	0 / 62	1 / 12	-0.083	Observed
model predictive control	1	0 / 62	1 / 12	-0.083	Observed
model-agnostic	1	0 / 62	1 / 12	-0.083	Observed
model-distillation	1	0 / 62	1 / 12	-0.083	Observed
model-governance	1	0 / 62	1 / 12	-0.083	Observed
mountains	1	0 / 62	1 / 12	-0.083	Observed
multi-agent orchestration	1	0 / 62	1 / 12	-0.083	Observed
Non-functional requirements	1	0 / 62	1 / 12	-0.083	Observed
ooda-loop	1	0 / 62	1 / 12	-0.083	Observed
optionality	1	0 / 62	1 / 12	-0.083	Observed
planning	1	0 / 62	1 / 12	-0.083	Observed
private-equity-ai	1	0 / 62	1 / 12	-0.083	Observed
quantum computing	1	0 / 62	1 / 12	-0.083	Observed
reasoning-models	1	0 / 62	1 / 12	-0.083	Observed
regulatory-ai	1	0 / 62	1 / 12	-0.083	Observed
release-gating	1	0 / 62	1 / 12	-0.083	Observed
Repository modularity	1	0 / 62	1 / 12	-0.083	Observed
representation learning	1	0 / 62	1 / 12	-0.083	Observed
revenue	1	0 / 62	1 / 12	-0.083	Observed
Reversibility	1	0 / 62	1 / 12	-0.083	Observed
rollback	1	0 / 62	1 / 12	-0.083	Observed
search-monetization	1	0 / 62	1 / 12	-0.083	Observed
self-modifying	1	0 / 62	1 / 12	-0.083	Observed
self-modifying agents	1	0 / 62	1 / 12	-0.083	Observed
self-supervised learning	1	0 / 62	1 / 12	-0.083	Observed
self_sufficiency	1	0 / 62	1 / 12	-0.083	Observed
serial-execution	1	0 / 62	1 / 12	-0.083	Observed
SIGReg	1	0 / 62	1 / 12	-0.083	Observed
singularity	1	0 / 62	1 / 12	-0.083	Observed
Smart truncation	1	0 / 62	1 / 12	-0.083	Observed
software architecture	1	0 / 62	1 / 12	-0.083	Observed
software design	1	0 / 62	1 / 12	-0.083	Observed
solopreneurship	1	0 / 62	1 / 12	-0.083	Observed
Sub-agents	1	0 / 62	1 / 12	-0.083	Observed
Terminal Bench	1	0 / 62	1 / 12	-0.083	Observed
test-driven development	1	0 / 62	1 / 12	-0.083	Observed
unlearning	1	0 / 62	1 / 12	-0.083	Observed
validation	1	0 / 62	1 / 12	-0.083	Observed
vatican	1	0 / 62	1 / 12	-0.083	Observed
video-generation	1	0 / 62	1 / 12	-0.083	Observed
zen	1	0 / 62	1 / 12	-0.083	Observed
agent-architecture	8	3 / 62	2 / 12	-0.118	Observed
open-source	5	3 / 62	2 / 12	-0.118	Observed
benchmarks	4	1 / 62	2 / 12	-0.151	Observed
code-review	4	1 / 62	2 / 12	-0.151	Observed
software development	4	0 / 62	2 / 12	-0.167	Observed
agent architecture	3	0 / 62	2 / 12	-0.167	Observed
ai-native-sdlc	3	0 / 62	2 / 12	-0.167	Observed
regulation	2	0 / 62	2 / 12	-0.167	Observed
spacex	2	0 / 62	2 / 12	-0.167	Observed
artificial intelligence	17	10 / 62	4 / 12	-0.172	Observed
ai agents	9	4 / 62	3 / 12	-0.185	Observed

Insight types by month

Insight type counts by month
Month	Architecture	Mechanism	Mental Model	Practice	Empirical Result	Failure Mode	Prediction	Tradeoff	Total
2021-05	1	1	2	1	0	0	0	0	5
2021-06	0	0	0	0	0	0	0	0	0
2021-07	0	0	0	0	0	0	0	0	0
2021-08	0	0	0	0	0	0	0	0	0
2021-09	0	0	0	0	0	0	0	0	0
2021-10	0	0	0	0	0	0	0	0	0
2021-11	0	2	2	0	0	1	0	0	5
2021-12	0	0	0	0	0	0	0	0	0
2022-01	0	0	0	0	0	0	0	0	0
2022-02	0	0	0	0	0	0	0	0	0
2022-03	0	0	0	0	0	0	0	0	0
2022-04	0	0	0	0	0	0	0	0	0
2022-05	1	1	0	1	2	0	0	0	5
2022-06	0	0	0	0	0	0	0	0	0
2022-07	0	0	0	0	0	0	0	0	0
2022-08	0	0	0	0	0	0	0	0	0
2022-09	0	0	0	0	0	0	0	0	0
2022-10	0	0	0	0	0	0	0	0	0
2022-11	0	0	0	0	0	0	0	0	0
2022-12	0	0	0	0	0	0	0	0	0
2023-01	0	0	0	0	0	0	0	0	0
2023-02	0	0	0	0	0	0	0	0	0
2023-03	0	0	0	0	0	0	0	0	0
2023-04	0	0	0	0	0	0	0	0	0
2023-05	0	0	0	0	0	0	0	0	0
2023-06	0	0	0	0	0	0	0	0	0
2023-07	0	0	0	0	0	0	0	0	0
2023-08	0	0	0	0	0	0	0	0	0
2023-09	0	0	0	0	0	0	0	0	0
2023-10	0	0	0	0	0	0	0	0	0
2023-11	0	0	0	0	0	0	0	0	0
2023-12	0	0	0	0	0	0	0	0	0
2024-01	0	0	0	0	0	0	0	0	0
2024-02	0	0	0	0	0	0	0	0	0
2024-03	0	0	0	0	0	0	0	0	0
2024-04	0	0	0	0	0	0	0	0	0
2024-05	0	0	0	0	0	0	0	0	0
2024-06	0	0	0	0	0	0	0	0	0
2024-07	0	0	0	0	0	0	0	0	0
2024-08	0	0	0	0	0	0	0	0	0
2024-09	0	0	0	0	0	0	0	0	0
2024-10	0	0	0	0	0	0	0	0	0
2024-11	0	0	0	0	0	0	0	0	0
2024-12	0	0	0	0	0	0	0	0	0
2025-01	1	2	0	2	2	0	1	0	8
2025-02	0	0	0	0	0	0	0	0	0
2025-03	0	0	0	0	0	0	0	0	0
2025-04	0	0	0	0	0	0	0	0	0
2025-05	0	0	0	0	0	0	0	0	0
2025-06	0	0	0	0	0	0	0	0	0
2025-07	1	2	1	0	1	0	0	0	5
2025-08	0	0	0	0	0	0	0	0	0
2025-09	0	0	0	0	0	0	0	0	0
2025-10	0	0	0	0	0	0	0	0	0
2025-11	2	1	1	0	1	0	1	0	6
2025-12	0	1	1	0	2	1	1	0	6
2026-01	2	3	4	3	2	0	1	0	15
2026-02	3	2	1	3	1	0	1	0	11
2026-03	3	3	5	0	6	1	4	1	23
2026-04	3	2	2	3	1	2	2	0	15
2026-05	7	5	7	1	6	3	3	2	34
2026-06	4	2	3	1	1	3	2	0	16
2026-07	8	7	6	4	2	1	3	1	32
2026-08	51	25	31	25	17	15	8	4	176
2026-09	28	27	20	14	17	8	5	5	124

Idea flow

Idea counts by month
Month	Articles	Projects	Deep dives	Questions
2021-05	4	4	5	4
2021-06	0	0	0	0
2021-07	0	0	0	0
2021-08	0	0	0	0
2021-09	0	0	0	0
2021-10	0	0	0	0
2021-11	4	4	4	4
2021-12	0	0	0	0
2022-01	0	0	0	0
2022-02	0	0	0	0
2022-03	0	0	0	0
2022-04	0	0	0	0
2022-05	4	4	5	5
2022-06	0	0	0	0
2022-07	0	0	0	0
2022-08	0	0	0	0
2022-09	0	0	0	0
2022-10	0	0	0	0
2022-11	0	0	0	0
2022-12	0	0	0	0
2023-01	0	0	0	0
2023-02	0	0	0	0
2023-03	0	0	0	0
2023-04	0	0	0	0
2023-05	0	0	0	0
2023-06	0	0	0	0
2023-07	0	0	0	0
2023-08	0	0	0	0
2023-09	0	0	0	0
2023-10	0	0	0	0
2023-11	0	0	0	0
2023-12	0	0	0	0
2024-01	0	0	0	0
2024-02	0	0	0	0
2024-03	0	0	0	0
2024-04	0	0	0	0
2024-05	0	0	0	0
2024-06	0	0	0	0
2024-07	0	0	0	0
2024-08	0	0	0	0
2024-09	0	0	0	0
2024-10	0	0	0	0
2024-11	0	0	0	0
2024-12	0	0	0	0
2025-01	7	6	8	8
2025-02	0	0	0	0
2025-03	0	0	0	0
2025-04	0	0	0	0
2025-05	0	0	0	0
2025-06	0	0	0	0
2025-07	4	4	4	3
2025-08	0	0	0	0
2025-09	0	0	0	0
2025-10	0	0	0	0
2025-11	3	4	4	4
2025-12	4	4	5	5
2026-01	12	11	13	12
2026-02	8	7	9	8
2026-03	15	15	19	17
2026-04	12	11	13	12
2026-05	24	24	28	25
2026-06	10	9	13	13
2026-07	24	23	25	23
2026-08	124	121	139	132
2026-09	94	87	105	97