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Sources

specialized AI models and agent reasoning tools

Recent window: last 5.1 months (2026-04-24 → 2026-09-27), compared with the prior 5.1 months.

horizontal · 117 members · Data as of 2026-09-30

These products provide domain-specific foundation models, AI infrastructure, and formal algorithmic reasoning modules for autonomous agents. They are used by machine learning engineers, AI researchers, and developers building robust computational and automated workflows. The cluster stands out for its focus on deep technical primitives, mathematical solvers, and formal verification rather than generic workflow wrappers.

Metrics

Stage
heating
Recent count
82
Prior count
4
Total count
117
Momentum
300.00
Attention
0.15
Crowding
0.41
Concentration
0.85
Opportunity
0.47

Opportunity components

Attention
0.15
Low crowding
0.59
Momentum (normalized)
1.00
Low concentration
0.15

Monthly trajectory

Source split

github
66 (0.80)
hn
2 (0.02)
ph
14 (0.17)
yc
0 (0.00)

Dominant source: github · Divergence: 0.80

Similar themes

Members

Name Source Upvotes ▼ Launched
GLM-5.3 PH 253 2026-08-15
Actian VectorAI DB PH 203 2026-04-28
Laguna by Poolside PH 168 2026-06-21
AlphaGenome Atlas PH 147 2026-09-09
Promptic PH 112 2026-09-25
AI memory with biological decay (52% recall) HN 98 2026-04-26
TabPFN-2.5 HN 73 2025-11-06
Sup AI, a confidence-weighted ensemble (52.15% on Humanity's Last Exam) HN 26 2026-03-26
homosaaa-data-engineering-roadmap GITHUB 24 2026-09-17
Per-instance TSP Solver with No Pre-training (1.66% gap on d1291) HN 21 2025-12-29
model-guard GITHUB 21 2026-09-29
gridwatch-ai GITHUB 20 2026-09-29
Origin - Safer Cell & Gene Therapies with AI YC 18 2026-02-04
codebase-graph-prd-rules GITHUB 13 2026-09-21
deeptrace-research-agent GITHUB 13 2026-09-26
Symbio self fine-tuning AI loop HN 10 2026-08-01
AI Trolley Problem Arena HN 9 2025-12-16
ProactiveInquirer GITHUB 9 2026-09-26
genpark-constraint-satisfaction-ac3-backtracking-skill GITHUB 8 2026-09-09
genpark-nash-equilibrium-bimatrix-support-enumeration-skill GITHUB 8 2026-09-09
genpark-particle-filter-monte-carlo-localization-skill GITHUB 8 2026-09-09
genpark-structural-causal-model-dag-interventional-engine-skill GITHUB 8 2026-09-09
genpark-gale-shapley-deferred-acceptance-matching-skill GITHUB 8 2026-09-09
genpark-counterfactual-three-step-abduction-prediction-skill GITHUB 8 2026-09-09
genpark-nash-equilibrium-bimatrix-support-enumeration-skill GITHUB 8 2026-09-09
genpark-spike-timing-dependent-plasticity-stdp-skill GITHUB 8 2026-09-09
genpark-rubinstein-alternating-offers-bargaining-skill GITHUB 8 2026-09-09
genpark-markov-decision-process-value-iteration-skill GITHUB 8 2026-09-09
genpark-hoare-logic-triplet-verifier-skill GITHUB 8 2026-09-09
genpark-kalman-filter-1d-state-estimator-skill GITHUB 8 2026-09-09
genpark-gale-shapley-deferred-acceptance-matching-skill GITHUB 8 2026-09-09
genpark-spike-timing-dependent-plasticity-stdp-skill GITHUB 8 2026-09-09
genpark-particle-filter-monte-carlo-localization-skill GITHUB 8 2026-09-09
genpark-hoare-logic-triplet-verifier-skill GITHUB 8 2026-09-09
genpark-rubinstein-alternating-offers-bargaining-skill GITHUB 8 2026-09-09
genpark-shapley-value-cooperative-game-allocator-skill GITHUB 8 2026-09-09
genpark-bayesian-network-exact-variable-elimination-skill GITHUB 8 2026-09-09
genpark-kalman-filter-1d-state-estimator-skill GITHUB 8 2026-09-09
genpark-dijkstra-weakest-precondition-wp-calculus-skill GITHUB 8 2026-09-09
genpark-propensity-score-inverse-probability-weighting-skill GITHUB 8 2026-09-09
genpark-instrumental-variable-two-stage-estimator-skill GITHUB 8 2026-09-09
genpark-loop-invariant-induction-prover-skill GITHUB 8 2026-09-09
genpark-counterfactual-three-step-abduction-prediction-skill GITHUB 8 2026-09-09
genpark-shapley-value-cooperative-game-allocator-skill GITHUB 8 2026-09-09
genpark-loop-invariant-induction-prover-skill GITHUB 8 2026-09-09
genpark-agentic-workflow-state-checkpoint-skill GITHUB 8 2026-09-14
genpark-markov-decision-process-value-iteration-skill GITHUB 8 2026-09-09
genpark-instrumental-variable-two-stage-estimator-skill GITHUB 8 2026-09-09
genpark-vickrey-clarke-groves-vcg-auction-mechanism-skill GITHUB 8 2026-09-09
genpark-vickrey-clarke-groves-vcg-auction-mechanism-skill GITHUB 8 2026-09-09