Agent Changelog¶

Every wiki page generated, improved, or reviewed by the agent system is logged here. Entries are prepended (newest first). Source: agents/runs/runs.jsonl.

Where the system is right now

71 substantive concept pages · 10 auto-seeded stubs · 106 total pipeline runs · 6 retrospective cycles · ~$70 spent · avg confidence 0.77 across all tracks. Latest cycle: 88% approval, 71% first-try. Universal weakest critic across every track: critic-info-architecture (pages missing "Where this concept appears" / "Connected topics" sections — the next big lever).

What changed today: closed-loop validated end-to-end (retrospective agent now seeds the next sprint without human input); three-layer hallucination defense shipped (regex → live arxiv HEAD check → LLM-keyword penalty); knockout selector saved 5 pages from improve-pass regressions; Made-to-Stick hero rewrite landed.
For the human-curated narrative, see the Learnings Log.
For the agent's own scrum retrospectives, see the Backlog.

Per-run entries below are auto-prepended by log_run_node after every pipeline run.

2026-05-25 23:23 UTC — score-matching¶

⚠️ flagged · conf=0.20

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-25 23:30 UTC — score-matching¶

⚠️ flagged · conf=0.30

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-25 23:47 UTC — score-matching¶

✅ approved · conf=0.75

Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: anthropic/claude-opus-4.7

2026-05-25 23:47 UTC — score-matching¶

✅ approved · conf=0.75

Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: anthropic/claude-opus-4.7

2026-05-25 23:58 UTC — transformer¶

⚠️ flagged · conf=0.40

Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-26 00:06 UTC — rlhf¶

⚠️ flagged · conf=0.40

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-26 00:27 UTC — diffusion-models¶

⚠️ flagged · conf=0.40

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-26 00:35 UTC — score-matching¶

⚠️ flagged · conf=0.40

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-26 00:43 UTC — flow-matching¶

⚠️ flagged · conf=0.40

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-26 02:21 UTC — diffusion-models¶

⚠️ flagged · conf=0.40

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-26 02:29 UTC — flow-matching¶

⚠️ flagged · conf=0.40

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: anthropic/claude-opus-4.7

2026-05-26 02:45 UTC — diffusion-models¶

⚠️ flagged · conf=0.55

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 03:05 UTC — diffusion-models¶

✅ approved · conf=1.00

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:22 UTC — score-matching¶

✅ approved · conf=0.89

Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:22 UTC — rlhf¶

✅ approved · conf=0.66

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:25 UTC — flow-matching¶

⚠️ flagged · conf=0.65

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:25 UTC — flow-matching¶

✅ approved · conf=0.89

Track: 02-generative-modeling
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:26 UTC — transformer¶

✅ approved · conf=0.92

Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:27 UTC — flow-matching¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:33 UTC — rlhf¶

✅ approved · conf=1.00

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:35 UTC — rlhf¶

✅ approved · conf=0.92

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:39 UTC — score-matching¶

✅ approved · conf=0.95

Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:42 UTC — score-matching¶

✅ approved · conf=0.74

Track: 02-generative-modeling
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:47 UTC — bayesian-inference¶

✅ approved · conf=0.71

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:47 UTC — transformer¶

✅ approved · conf=0.96

Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:47 UTC — classical-planning¶

✅ approved · conf=0.81

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:51 UTC — transformer¶

✅ approved · conf=0.68

Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:51 UTC — cognitive-architectures¶

✅ approved · conf=0.68

Track: 10-complexity-cognition
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:53 UTC — backpropagation¶

✅ approved · conf=0.91

Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:53 UTC — agent-architectures¶

✅ approved · conf=0.97

Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:54 UTC — agent-architectures¶

✅ approved · conf=0.85

Track: 01-ai
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:54 UTC — agent-architectures¶

✅ approved · conf=0.89

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:57 UTC — data-parallelism¶

✅ approved · conf=0.75

Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:58 UTC — backpropagation¶

✅ approved · conf=0.91

Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 04:59 UTC — contrastive-learning¶

✅ approved · conf=0.95

Track: 03-representation-learning
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 05:01 UTC — complexity-classes¶

✅ approved · conf=0.68

Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 05:01 UTC — do-calculus¶

✅ approved · conf=0.88

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 05:01 UTC — counterfactuals¶

✅ approved · conf=0.68

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 1
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 05:03 UTC — double-descent¶

✅ approved · conf=0.90

Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 0
Writer model: ~anthropic/claude-sonnet-latest

2026-05-26 05:52 UTC — equivariant-networks¶

✅ approved · conf=0.75 · git committed

Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:52 UTC — equivariant-gnn¶

✅ approved · conf=0.75 · git committed

Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:52 UTC — fno¶

✅ approved · conf=0.75 · git committed

Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:53 UTC — emergent-capabilities¶

❌ error · conf=0.75

Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:53 UTC — foundation-models-robotics¶

✅ approved · conf=0.75 · git committed

Track: 11-robotics-embodied-ai
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:53 UTC — gnn-expressivity¶

✅ approved · conf=0.75 · git committed

Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:54 UTC — kv-cache¶

✅ approved · conf=0.75 · git committed

Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:54 UTC — gaussian-processes¶

✅ approved · conf=0.75 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:54 UTC — imitation-learning¶

✅ approved · conf=0.75 · git committed

Track: 11-robotics-embodied-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:54 UTC — message-passing¶

✅ approved · conf=0.75 · git committed

Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:54 UTC — mdp¶

✅ approved · conf=0.75 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:55 UTC — jepa¶

❌ error · conf=0.75

Track: 03-representation-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:55 UTC — ntk¶

✅ approved · conf=0.75 · git committed

Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:55 UTC — optimization¶

✅ approved · conf=0.75 · git committed

Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:55 UTC — pinn¶

✅ approved · conf=0.75 · git committed

Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:55 UTC — pac-learning¶

✅ approved · conf=0.75 · git committed

Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:55 UTC — ppo¶

✅ approved · conf=0.75 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:55 UTC — protein-lm¶

✅ approved · conf=0.75 · git committed

Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:56 UTC — protein-structure¶

✅ approved · conf=0.75 · git committed

Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:56 UTC — scaling-laws¶

✅ approved · conf=0.75 · git committed

Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:56 UTC — scm¶

✅ approved · conf=0.75 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:57 UTC — search-algorithms¶

✅ approved · conf=0.75 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:57 UTC — quantization¶

✅ approved · conf=0.90 · git committed

Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:57 UTC — single-cell¶

✅ approved · conf=0.75 · git committed

Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:57 UTC — state-space-models¶

✅ approved · conf=0.75 · git committed

Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:57 UTC — self-supervised-learning¶

✅ approved · conf=0.75 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:58 UTC — sim-to-real¶

✅ approved · conf=0.75 · git committed

Track: 11-robotics-embodied-ai
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:58 UTC — variational-autoencoders¶

✅ approved · conf=0.75 · git committed

Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: google/gemini-2.0-flash-001

2026-05-26 05:58 UTC — vision-language-models¶

✅ approved · conf=0.75 · git committed

Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 1
Writer model: google/gemini-2.0-flash-001

2026-05-26 06:13 UTC — variational-inference¶

❌ error · conf=0.70

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:04 UTC — score-field¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:04 UTC — beta-vae¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:04 UTC — ddpm-cifar10¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:04 UTC — vae-mnist¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:10 UTC — ddim-sampling¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:11 UTC — cfg-guidance¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:11 UTC — flow-matching¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:12 UTC — latent-diffusion¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:18 UTC — dqn-atari¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:19 UTC — q-learning-cartpole¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:19 UTC — reinforce-baseline¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:22 UTC — ppo-mujoco¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:24 UTC — reward-model¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:26 UTC — dpo-finetuning¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:26 UTC — rlhf-loop¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:28 UTC — grpo-training¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:31 UTC — rlvr-verifiable¶

❌ error · conf=0.70

Track: 06-reinforcement-learning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:32 UTC — single-head-attention¶

✅ approved · conf=1.00 · git committed

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:32 UTC — mlp-mnist¶

❌ error · conf=0.70

Track: 04-neural-networks-dl
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:32 UTC — scalar-autograd¶

❌ error · conf=0.70

Track: 04-neural-networks-dl
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:34 UTC — rnn-shakespeare¶

❌ error · conf=0.70

Track: 04-neural-networks-dl
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:38 UTC — transformer-block¶

❌ error · conf=0.70

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:39 UTC — positional-encoding¶

❌ error · conf=0.70

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:39 UTC — decoder-transformer¶

❌ error · conf=0.70

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:40 UTC — scaled-transformer¶

❌ error · conf=0.70

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:47 UTC — scaling-laws¶

❌ error · conf=0.70

Track: 04-neural-networks-dl
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:47 UTC — sft-instruction¶

❌ error · conf=0.70

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:47 UTC — gpt2-pretrain¶

❌ error · conf=0.70

Track: 04-neural-networks-dl
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:48 UTC — bpe-tokenizer¶

❌ error · conf=0.70

Track: 04-neural-networks-dl
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:53 UTC — rlhf-reward-ppo¶

❌ error · conf=0.70

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:53 UTC — speculative-decoding-lm¶

❌ error · conf=0.70

Track: 09-algorithms-systems-ai
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:53 UTC — dpo-alternative¶

❌ error · conf=0.70

Track: 07-attention-memory-reasoning
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 08:53 UTC — kv-cache-impl¶

❌ error · conf=0.70

Track: 09-algorithms-systems-ai
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:07 UTC — paged-attention-lm¶

❌ error · conf=0.70

Track: 09-algorithms-systems-ai
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:09 UTC — dag-dsep¶

❌ error · conf=0.70

Track: 08-causal-statistical-inference
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:10 UTC — do-calculus-query¶

❌ error · conf=0.70

Track: 08-causal-statistical-inference
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:10 UTC — scm-equations¶

❌ error · conf=0.70

Track: 08-causal-statistical-inference
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:15 UTC — counterfactual-twin¶

❌ error · conf=0.70

Track: 08-causal-statistical-inference
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:16 UTC — backdoor-adjustment¶

❌ error · conf=0.70

Track: 08-causal-statistical-inference
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:17 UTC — causal-rl¶

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Track: 08-causal-statistical-inference
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:17 UTC — causal-discovery¶

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Track: 08-causal-statistical-inference
Page type: arc-step
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:20 UTC — actor-critic¶

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Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:21 UTC — agent-architectures¶

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Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:22 UTC — ai-hardware¶

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Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:24 UTC — admet¶

❌ error · conf=0.70

Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:26 UTC — animal-intelligence¶

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Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:27 UTC — attention-cognition¶

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Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:36 UTC — bayesian-inference¶

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Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:36 UTC — ai-hardware¶

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Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:36 UTC — agent-architectures¶

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Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:36 UTC — backpropagation¶

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Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:39 UTC — bayesian-nn¶

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Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:39 UTC — bootstrapping-methods¶

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Track: 03-representation-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:40 UTC — cell-simulation¶

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Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:42 UTC — chain-of-thought¶

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Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:42 UTC — classical-algorithms¶

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Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:43 UTC — circuit-complexity¶

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Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:47 UTC — bayesian-inference¶

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Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:48 UTC — bayesian-nn¶

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Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:49 UTC — ai-hardware¶

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Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:49 UTC — agent-architectures¶

❌ error · conf=0.85

Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:49 UTC — backpropagation¶

✅ approved · conf=0.84 · git committed

Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:50 UTC — circuit-complexity¶

✅ approved · conf=0.79 · git committed

Track: 10-complexity-cognition
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:51 UTC — bootstrapping-methods¶

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Track: 03-representation-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:52 UTC — cell-simulation¶

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Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:52 UTC — chain-of-thought¶

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Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:52 UTC — classical-algorithms¶

❌ error · conf=0.70

Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:54 UTC — classical-planning¶

❌ error · conf=0.85

Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:55 UTC — bias-variance¶

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Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:55 UTC — climate-ai¶

❌ error · conf=0.70

Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:56 UTC — cnn¶

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Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:57 UTC — cognitive-architectures¶

✅ approved · conf=0.75 · git committed

Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:58 UTC — combinatorial-opt¶

❌ error · conf=0.71

Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:58 UTC — complex-systems¶

❌ error · conf=0.83

Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:59 UTC — complexity-classes¶

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Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 09:59 UTC — concentration¶

✅ approved · conf=0.85 · git committed

Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:00 UTC — consistency-models¶

❌ error · conf=0.77

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:01 UTC — constraint-satisfaction¶

❌ error · conf=0.70

Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:03 UTC — contrastive-learning¶

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Track: 03-representation-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:03 UTC — control-theory¶

❌ error · conf=0.70

Track: 11-robotics-embodied-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:04 UTC — convex-optimization¶

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Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:05 UTC — counterfactuals¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:06 UTC — custom-kernels¶

❌ error · conf=0.76

Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:07 UTC — data-parallelism¶

❌ error · conf=0.85

Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:08 UTC — deeponet¶

❌ error · conf=0.70

Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:08 UTC — diffusion-models¶

❌ error · conf=0.70

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:10 UTC — directed-graphical-models¶

❌ error · conf=0.70

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:10 UTC — disentanglement¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:11 UTC — distribution-shift¶

❌ error · conf=0.70

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:12 UTC — distributional-rl¶

❌ error · conf=0.82

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:13 UTC — dna-sequence-models¶

❌ error · conf=0.70

Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:14 UTC — do-calculus¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:14 UTC — double-descent¶

❌ error · conf=0.70

Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:16 UTC — dqn¶

❌ error · conf=0.71

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:17 UTC — drug-target¶

❌ error · conf=0.70

Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:17 UTC — dynamic-programming¶

❌ error · conf=0.85

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:18 UTC — efficient-attention¶

✅ approved · conf=0.85 · git committed

Track: 07-attention-memory-reasoning
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:19 UTC — em¶

✅ approved · conf=0.70 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:20 UTC — entropy¶

✅ approved · conf=0.70 · git committed

Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:38 UTC — cnn¶

✅ approved · conf=0.85 · git committed

Track: 04-neural-networks-dl
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:40 UTC — counterfactuals¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:41 UTC — counterfactuals¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:41 UTC — emergent-capabilities¶

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Track: 10-complexity-cognition
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:42 UTC — epigenomics¶

✅ approved · conf=0.82 · git committed

Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:44 UTC — do-calculus¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:45 UTC — equivariant-networks¶

✅ approved · conf=0.70 · git committed

Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:46 UTC — energy-based-models¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:46 UTC — equivariant-gnn¶

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Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:46 UTC — convex-optimization¶

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Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:47 UTC — estimation¶

✅ approved · conf=0.70 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:48 UTC — convex-optimization¶

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Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:48 UTC — estimation¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:48 UTC — energy-based-models¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:48 UTC — flow-matching¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:48 UTC — equivariant-gnn¶

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Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:49 UTC — foundation-models-robotics¶

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Track: 11-robotics-embodied-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:49 UTC — fno¶

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Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:50 UTC — gaussian-processes¶

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Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:51 UTC — fno¶

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Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:51 UTC — foundation-models-robotics¶

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Track: 11-robotics-embodied-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:51 UTC — gene-networks¶

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Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:51 UTC — flow-matching¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 10:51 UTC — gaussian-processes¶

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Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 11:05 UTC — generative-adversarial-networks¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 11:05 UTC — generative-adversarial-networks¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 11:31 UTC — gene-networks¶

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Track: 14-biology-life-sciences
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 11:31 UTC — generalization-deep¶

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Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 11:32 UTC — generalization-deep¶

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Track: 15-ml-theory-foundations
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 12:58 UTC — geometric-unification¶

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Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 12:58 UTC — estimation¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 12:58 UTC — energy-based-models¶

✅ approved · conf=0.70 · git committed

Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 12:58 UTC — geometric-dl¶

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Track: 12-physics-scientific-ai
Page type: core-concept
Revisions: 2
Writer model: google/gemini-3.1-flash-lite

2026-05-26 12:58 UTC — equivariant-gnn¶

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Track: 13-graph-relational-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 12:59 UTC — gpu-architecture¶

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Track: 09-algorithms-systems-ai
Page type: core-concept
Revisions: 0
Writer model: google/gemini-3.1-flash-lite

2026-05-26 20:03 UTC — generative-adversarial-networks¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 20:04 UTC — diffusion-models¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 20:05 UTC — flow-matching¶

❌ error · conf=0.77

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 20:05 UTC — score-matching¶

❌ error · conf=0.77

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 20:10 UTC — variational-autoencoders¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 20:17 UTC — diffusion-models¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 20:17 UTC — variational-autoencoders¶

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Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 22:20 UTC — mechanistic-interpretability¶

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Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 22:23 UTC — flow-matching¶

❌ error · conf=0.74

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 22:23 UTC — do-calculus¶

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Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 22:24 UTC — generative-adversarial-networks¶

✅ approved · conf=0.84 · git committed

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 22:25 UTC — score-matching¶

❌ error · conf=0.72

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 22:26 UTC — transformer¶

✅ approved · conf=0.81 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-26 22:29 UTC — structural-causal-models¶

❌ error · conf=0.79

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 01:17 UTC — score-matching¶

✅ approved · conf=0.86 · git committed

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 01:17 UTC — flow-matching¶

✅ approved · conf=0.71 · git committed

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 01:18 UTC — do-calculus¶

❌ error · conf=0.78 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 01:18 UTC — structural-causal-models¶

✅ approved · conf=0.71 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 05:06 UTC — gradient-descent¶

✅ approved · conf=0.95

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 0
Writer model: mlx-community/gemma-3-4b-it-qat-4bit

2026-05-27 05:11 UTC — do-calculus¶

✅ approved · conf=0.90 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: mlx-community/gemma-3-4b-it-qat-4bit

2026-05-27 05:14 UTC — backpropagation¶

✅ approved · conf=0.90 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 0
Writer model: mlx-community/gemma-3-4b-it-qat-4bit

2026-05-27 05:29 UTC — bayesian-inference¶

✅ approved · conf=0.95 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: mlx-community/gemma-3-4b-it-qat-4bit

2026-05-27 05:31 UTC — contrastive-learning¶

✅ approved · conf=0.90 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: mlx-community/gemma-3-4b-it-qat-4bit

2026-05-27 05:34 UTC — flash-attention¶

✅ approved · conf=0.95 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: mlx-community/gemma-3-4b-it-qat-4bit

2026-05-27 06:14 UTC — attention¶

✅ approved · conf=0.74 · git committed

Track: 07-attention-memory-reasoning-continual
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:14 UTC — batch-normalization¶

✅ approved · conf=0.82 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:15 UTC — alignment-safety¶

✅ approved · conf=0.75 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:17 UTC — causal-discovery¶

✅ approved · conf=0.74 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:17 UTC — compositionality¶

✅ approved · conf=0.79 · git committed

Track: 10-complexity-cognition-natural-intelligence
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:19 UTC — actor-critic¶

❌ error · conf=0.76 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:20 UTC — chain-of-thought¶

✅ approved · conf=0.76 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:23 UTC — double-descent¶

✅ approved · conf=0.81 · git committed

Track: 10-complexity-cognition-natural-intelligence
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:23 UTC — consistency-models¶

✅ approved · conf=0.83 · git committed

Track: 02-generative-modeling
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:24 UTC — counterfactuals¶

❌ error · conf=0.80 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:24 UTC — distributed-training¶

✅ approved · conf=0.68

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 1
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:25 UTC — em-algorithm¶

✅ approved · conf=0.79 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:26 UTC — generalization¶

✅ approved · conf=0.79 · git committed

Track: 10-complexity-cognition-natural-intelligence
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:26 UTC — emergence¶

✅ approved · conf=0.79 · git committed

Track: 10-complexity-cognition-natural-intelligence
Page type: core-concept
Revisions: 1
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:27 UTC — in-context-learning¶

✅ approved · conf=0.81 · git committed

Track: 07-attention-memory-reasoning-continual
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:28 UTC — inference-optimization¶

✅ approved · conf=0.74 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:28 UTC — instrumental-variables¶

✅ approved · conf=0.81 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:29 UTC — jepa¶

✅ approved · conf=0.72 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:30 UTC — gaussian-processes¶

✅ approved · conf=0.83 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:30 UTC — kv-cache¶

✅ approved · conf=0.73 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:31 UTC — long-context¶

✅ approved · conf=0.75 · git committed

Track: 07-attention-memory-reasoning-continual
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:32 UTC — masked-autoencoders¶

✅ approved · conf=0.74 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:33 UTC — mcmc¶

✅ approved · conf=0.77 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:33 UTC — mdp¶

✅ approved · conf=0.69

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:34 UTC — latent-diffusion-models¶

✅ approved · conf=0.79 · git committed

Track: 02-generative-modeling
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:34 UTC — mediation-analysis¶

✅ approved · conf=0.76 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:35 UTC — model-parallelism¶

✅ approved · conf=0.67

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:36 UTC — multi-head-attention¶

✅ approved · conf=0.82 · git committed

Track: 07-attention-memory-reasoning-continual
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:37 UTC — policy-gradient¶

✅ approved · conf=0.81 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:38 UTC — mixture-of-experts¶

❌ error · conf=0.81 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:39 UTC — ppo¶

✅ approved · conf=0.78 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:40 UTC — q-learning¶

✅ approved · conf=0.74 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:41 UTC — optimization¶

❌ error · conf=0.72 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:42 UTC — regularization¶

✅ approved · conf=0.79 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:43 UTC — positional-encoding¶

✅ approved · conf=0.81 · git committed

Track: 07-attention-memory-reasoning-continual
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:44 UTC — residual-connections¶

✅ approved · conf=0.79 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:44 UTC — rlhf¶

✅ approved · conf=0.70 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:44 UTC — retrieval-augmented-generation¶

✅ approved · conf=0.84 · git committed

Track: 07-attention-memory-reasoning-continual
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:45 UTC — quantization¶

❌ error · conf=0.71 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:46 UTC — scaling-collapse¶

✅ approved · conf=0.77 · git committed

Track: 10-complexity-cognition-natural-intelligence
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:47 UTC — simclr¶

✅ approved · conf=0.82 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:48 UTC — uncertainty-quantification¶

✅ approved · conf=0.79 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:49 UTC — self-supervised-learning¶

⚠️ flagged · conf=0.61

Track: 03-representation-learning
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:50 UTC — scaling-laws¶

✅ approved · conf=0.83 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:50 UTC — world-models¶

✅ approved · conf=0.74 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 06:53 UTC — variational-inference¶

❌ error · conf=0.72 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:20 UTC — causal-representation-learning¶

✅ approved · conf=0.79 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:27 UTC — expectation-maximization¶

✅ approved · conf=0.86 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:49 UTC — mixture-of-experts¶

✅ approved · conf=0.76 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:49 UTC — actor-critic¶

✅ approved · conf=0.80 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:50 UTC — do-calculus¶

✅ approved · conf=0.63

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:51 UTC — counterfactuals¶

✅ approved · conf=0.80 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 1
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:52 UTC — quantization¶

✅ approved · conf=0.69

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:52 UTC — actor-critic¶

✅ approved · conf=0.79 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:52 UTC — self-supervised-learning¶

✅ approved · conf=0.79

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:52 UTC — counterfactuals¶

✅ approved · conf=0.77 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:52 UTC — optimization¶

✅ approved · conf=0.72 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:53 UTC — variational-inference¶

✅ approved · conf=0.75 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:54 UTC — self-supervised-learning¶

✅ approved · conf=0.77 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:55 UTC — do-calculus¶

⚠️ flagged · conf=0.63

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:55 UTC — optimization¶

✅ approved · conf=0.71 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 1
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:57 UTC — backpropagation¶

✅ approved · conf=0.81 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 1
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:58 UTC — contrastive-learning¶

✅ approved · conf=0.82 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:58 UTC — quantization¶

✅ approved · conf=0.88

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:58 UTC — bayesian-inference¶

✅ approved · conf=0.82 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:58 UTC — variational-inference¶

⚠️ flagged · conf=0.66

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:59 UTC — bayesian-neural-networks¶

❌ error · conf=0.74 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 07:59 UTC — bayesian-inference¶

❌ error · conf=0.81 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:00 UTC — contrastive-learning¶

✅ approved · conf=0.79 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:00 UTC — flash-attention¶

✅ approved · conf=0.77 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:01 UTC — data-parallelism¶

✅ approved · conf=0.75 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:02 UTC — backpropagation¶

✅ approved · conf=0.76 · git committed

Track: 04-neural-networks-deep-learning
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:02 UTC — model-based-reinforcement-learning¶

✅ approved · conf=0.79 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:02 UTC — pipeline-parallelism¶

✅ approved · conf=0.75 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:02 UTC — flash-attention¶

✅ approved · conf=0.70 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:03 UTC — policy-evaluation¶

✅ approved · conf=0.81 · git committed

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:03 UTC — model-based-reinforcement-learning¶

✅ approved · conf=0.81 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:04 UTC — data-parallelism¶

⚠️ flagged · conf=0.61

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:04 UTC — policy-gradients¶

✅ approved · conf=0.77 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:04 UTC — quantization-aware-training¶

✅ approved · conf=0.85 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:05 UTC — bayesian-neural-networks¶

❌ error · conf=0.71 · git committed

Track: 05-statistical-probabilistic-ml
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:05 UTC — representation-learning¶

✅ approved · conf=0.81 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:06 UTC — policy-gradients¶

✅ approved · conf=0.86 · git committed

Track: 06-reinforcement-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:06 UTC — reward-modeling¶

✅ approved · conf=0.73 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:08 UTC — policy-evaluation¶

⚠️ flagged · conf=0.60

Track: 08-causal-statistical-inference
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:08 UTC — representation-learning¶

✅ approved · conf=0.74 · git committed

Track: 03-representation-learning
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:09 UTC — pipeline-parallelism¶

❌ error · conf=0.81 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:10 UTC — reward-modeling¶

✅ approved · conf=0.74 · git committed

Track: 01-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:11 UTC — tensor-parallelism¶

✅ approved · conf=0.74 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 0
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:12 UTC — tensor-parallelism¶

✅ approved · conf=0.90 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini

2026-05-27 08:13 UTC — quantization-aware-training¶

✅ approved · conf=0.72 · git committed

Track: 09-algorithms-systems-for-ai
Page type: core-concept
Revisions: 2
Writer model: openai/gpt-5.1-codex-mini