<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/attention-retrospective/</loc>
    <lastmod>2024-11-01</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/agentic-ai/</loc>
    <lastmod>2026-01-04</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/automl/</loc>
    <lastmod>2026-01-05</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/claude-agent/</loc>
    <lastmod>2026-01-09</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/image-text-knowledge-modeling-for-unsupervised-multi-scenario-person-re-identification/</loc>
    <lastmod>2026-01-19</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/language-agnostic-visual-embeddings-for-cross-script-handwriting-retrieval/</loc>
    <lastmod>2026-01-19</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/the-poisoned-apple-effect-strategic-manipulation-of-mediated-markets-via-technology-expansion-of-ai-agents/</loc>
    <lastmod>2026-01-19</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/context-aware-semantic-segmentation-via-stage-wise-attention/</loc>
    <lastmod>2026-01-20</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/implicit-neural-representation-facilitates-unified-universal-vision-encoding/</loc>
    <lastmod>2026-01-21</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/explainable-ai-to-improve-machine-learning-reliability-for-industrial-cyber-physical-systems/</loc>
    <lastmod>2026-01-23</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/keyframe-based-feed-forward-visual-odometry/</loc>
    <lastmod>2026-01-24</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/probably-approximately-correct-maximum-a-posteriori-inference/</loc>
    <lastmod>2026-01-24</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/radjepa-radiology-encoder-for-chest-x-rays-via-joint-embedding-predictive-architecture/</loc>
    <lastmod>2026-01-24</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/soma-a-real-to-sim-neural-simulator-for-robotic-soft-body-manipulation/</loc>
    <lastmod>2026-02-03</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/from-evaluation-to-design-using-potential-energy-surface-smoothness-metrics-to-guide-machine-learning-interatomic-potential-architectures/</loc>
    <lastmod>2026-02-05</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/agent-skills/</loc>
    <lastmod>2026-02-28</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/deepseek-sparse-attention/</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/peft-arena-understanding-parameter-efficient-finetuning-from-a-stability-plasticity-perspective/</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/self-improving-language-models-with-bidirectional-evolutionary-search/</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/physics-is-all-you-need-a-case-study-in-physicist-supervised-ai-development-of-scientific-software/</loc>
    <lastmod>2026-05-29</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/unlocking-the-working-memory-of-large-language-models-for-latent-reasoning/</loc>
    <lastmod>2026-05-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/efficient-test-time-finetuning-of-llms-via-convex-reconstruction-and-gradient-caching/</loc>
    <lastmod>2026-05-31</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/stateful-online-monitoring-catches-distributed-agent-attacks/</loc>
    <lastmod>2026-06-01</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/mitigating-perceptual-judgment-bias-in-multimodal-llm-as-a-judge-via-perceptual-perturbation-and-reward-modeling/</loc>
    <lastmod>2026-06-02</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/skill-rm-unifying-heterogeneous-evaluation-criteria-via-agent-skill/</loc>
    <lastmod>2026-06-03</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/streaming-communication-in-multi-agent-reasoning/</loc>
    <lastmod>2026-06-04</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/rredcot-segment-level-reward-redistribution-for-reasoning-models/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/code2lora-hypernetwork-generated-adapters-for-code-language-models-under-software-evolution/</loc>
    <lastmod>2026-06-06</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/how-reliable-are-llms-when-it-comes-to-playing-dice/</loc>
    <lastmod>2026-06-08</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/rethinking-the-divergence-regularization-in-llm-rl/</loc>
    <lastmod>2026-06-09</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/a-unifying-lens-on-supervised-fine-tuning-through-target-distribution-design/</loc>
    <lastmod>2026-06-10</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/evoarena-tracking-memory-evolution-for-robust-llm-agents-in-dynamic-environments/</loc>
    <lastmod>2026-06-12</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/learning-to-reason-by-analogy-via-retrieval-augmented-reinforcement-fine-tuning/</loc>
    <lastmod>2026-06-13</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/agents-k1-towards-agent-native-knowledge-orchestration/</loc>
    <lastmod>2026-06-14</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/clinhallu-a-benchmark-for-diagnosing-stage-wise-hallucinations-in-medical-mllm-reasoning/</loc>
    <lastmod>2026-06-15</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/the-value-axis-language-models-encode-whether-theyre-on-the-right-track/</loc>
    <lastmod>2026-06-16</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/fixed-point-reasoners-stable-and-adaptive-deep-looped-transformers/</loc>
    <lastmod>2026-06-17</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/learning-user-simulators-with-turing-rewards/</loc>
    <lastmod>2026-06-18</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/how-transparent-is-diffusiongemma/</loc>
    <lastmod>2026-06-19</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/ledgeragent-structured-state-for-policy-adherent-tool-calling-agents/</loc>
    <lastmod>2026-06-20</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/stylisticbias-a-few-human-visual-cues-drive-most-social-biases-in-mllms/</loc>
    <lastmod>2026-06-21</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/sovereign-execution-brokers-enforcing-certificate-bound-authority-in-agentic-control-planes/</loc>
    <lastmod>2026-06-22</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/neglected-free-lunch-from-post-training-progress-advantage-for-llm-agents/</loc>
    <lastmod>2026-06-25</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/reinforcement-learning-without-ground-truth-solutions-can-improve-llms/</loc>
    <lastmod>2026-06-26</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/when-are-likely-answers-right-on-sequence-probability-and-correctness-in-llms/</loc>
    <lastmod>2026-06-28</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/self-evolving-world-models-for-llm-agent-planning/</loc>
    <lastmod>2026-06-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/qval-cheaply-evaluating-dense-supervision-signals-for-long-horizon-llm-agents/</loc>
    <lastmod>2026-07-01</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/measuring-the-gap-between-human-and-llm-research-ideas/</loc>
    <lastmod>2026-07-02</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/online-safety-monitoring-for-llms/</loc>
    <lastmod>2026-07-03</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/distributed-attacks-in-persistent-state-ai-control/</loc>
    <lastmod>2026-07-04</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/recontext-recursive-evidence-replay-as-llm-harness-for-long-context-reasoning/</loc>
    <lastmod>2026-07-05</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/what-llm-agents-say-when-no-one-is-watching-social-structure-and-latent-objective-emergence-in-multi-agent-debates/</loc>
    <lastmod>2026-07-06</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/weak-to-strong-generalization-via-direct-on-policy-distillation/</loc>
    <lastmod>2026-07-07</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/rsf-gllm-bridging-the-semantic-gap-in-multi-hop-knowledge-graph-qa-via-recurrent-soft-flow-and-decoupled-llm-generation/</loc>
    <lastmod>2026-07-08</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/from-noisy-traces-to-root-causes-structural-trajectory-analysis-and-causal-extraction-for-agent-optimization/</loc>
    <lastmod>2026-07-09</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/uniclawbench-a-universal-benchmark-for-proactive-agents-on-real-world-tasks/</loc>
    <lastmod>2026-07-10</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/workflow-as-knowledge-semantic-persistence-for-llm-mediated-workflows/</loc>
    <lastmod>2026-07-11</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/opencof-learning-to-reason-through-video-generation/</loc>
    <lastmod>2026-07-12</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/vexaiot-autonomous-iot-vulnerability-exploitation-using-ai-agents/</loc>
    <lastmod>2026-07-13</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/metacognition-in-llms-foundations-progress-and-opportunities/</loc>
    <lastmod>2026-07-14</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/do-ai-agents-know-when-a-task-is-simple-toward-complexity-aware-reasoning-and-execution/</loc>
    <lastmod>2026-07-15</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/deep-interaction-an-efficient-human-ai-interaction-method-for-large-reasoning-models/</loc>
    <lastmod>2026-07-16</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/beyond-success-rate-cost-aware-evaluation-of-offensive-and-defensive-security-agents/</loc>
    <lastmod>2026-07-17</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/pretraining-data-can-be-poisoned-through-computational-propaganda/</loc>
    <lastmod>2026-07-18</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/searchos-v1-towards-robust-open-domain-information-seeking-agent-collaboration/</loc>
    <lastmod>2026-07-19</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/when-does-muon-help-agentic-reinforcement-learning/</loc>
    <lastmod>2026-07-20</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/vector-search-as-nearest-neighbor-matching-rag-based-policy-learning-in-causal-inference/</loc>
    <lastmod>2026-07-21</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/copy-less-ground-more-overcoming-repetitive-copying-in-long-context-reasoning-via-evidence-aware-reinforcement-learning/</loc>
    <lastmod>2026-07-22</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/beyond-sycophancy-structured-resistance-and-compliance-in-llm-moral-reasoning/</loc>
    <lastmod>2026-07-24</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/openforgerl-train-harness-native-agents-in-any-environment/</loc>
    <lastmod>2026-07-25</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/x3-opd-distilling-reasoning-into-large-audio-language-models-via-on-policy-alignment/</loc>
    <lastmod>2026-07-26</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/skill-self-play-pushing-the-frontier-of-llm-capability-with-co-evolving-skills/</loc>
    <lastmod>2026-07-27</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/the-physics-of-multi-turn-long-horizon-planning-from-pre-training-to-post-training-via-single--and-multi-teacher-on-policy-agentic-distillation/</loc>
    <lastmod>2026-07-28</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/vetclaw-an-edge-cloud-multimodal-agentic-system-for-veterinary-disease-screening/</loc>
    <lastmod>2026-07-29</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/can-ai-agents-conduct-open-ended-ai-research-early-evidence-from-two-case-studies/</loc>
    <lastmod>2026-07-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/inducing-language-models-to-assert-their-own-consciousness-restores-human-beliefs-and-values/</loc>
    <lastmod>2026-07-31</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/aispa-user-centric-system-prompt-auditing-for-large-language-model-applications/</loc>
    <lastmod>2026-08-01</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/osreward-instituting-standardized-evaluation-for-cross-platform-computer-use-reward-models/</loc>
    <lastmod>2026-08-02</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/toktier-exact-stateful-tokenization-for-agentic-llm-serving/</loc>
    <lastmod>2026-08-03</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/gradcuit-credit-assigned-gradient-flow-enables-robust-and-interpretable-test-time-latent-reasoning/</loc>
    <lastmod>2026-08-04</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/worldcup-arena-prospective-leakage-free-evaluation-of-frontier-llms-on-a-live-tournament/</loc>
    <lastmod>2026-08-05</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/reasoning-core-designing-broad-procedural-data-for-completion-supervised-reasoning-training/</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/the-bitter-lesson-of-tool-calling/</loc>
    <lastmod>2026-08-08</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/resourced-authority-a-mechanism-design-model-for-participatory-governance-of-deployed-ai-agents/</loc>
    <lastmod>2026-08-09</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/creativeinstruct-scalably-teaching-llms-to-balance-quality-creativity-and-diversity/</loc>
    <lastmod>2026-08-10</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/consilience-for-verifier-free-test-time-scaling/</loc>
    <lastmod>2026-08-11</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/constructing-dynamic-master-logic-models-as-knowledge-graphs-for-complex-system-diagnostics-using-retrieval-augmented-large-language-models/</loc>
    <lastmod>2026-08-13</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/autodesign-meta-harness-optimization-for-long-horizon-agentic-design/</loc>
    <lastmod>2026-08-14</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/omniscientist-an-omni-modal-omni-discipline-ai-scientist/</loc>
    <lastmod>2026-08-15</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/quotebench-how-matched-scores-can-hide-command-path-failures/</loc>
    <lastmod>2026-08-16</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/participatory-moral-ai-is-not-neutral-the-invisible-hand-of-developers/</loc>
    <lastmod>2026-08-17</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/dont-drop-the-baton-long-horizon-robot-manipulation-via-agentic-subtask-exploration-and-transition-aware-memory/</loc>
    <lastmod>2026-08-18</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/on-the-fragility-of-self-improving-agents-variance-task-order-and-underspecification/</loc>
    <lastmod>2026-08-19</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/spade-self-play-in-adaptive-synthetic-executable-environments/</loc>
    <lastmod>2026-08-20</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/conceptguard-benchmarking-context-sensitive-unlearning-in-large-language-models/</loc>
    <lastmod>2026-08-21</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/ai4ai-bench-benchmarking-llm-agents-in-algorithmic-design-for-recursive-self-improvement/</loc>
    <lastmod>2026-08-22</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/midtool-mid-training-data-synthesis-for-agentic-tool-use/</loc>
    <lastmod>2026-08-23</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/move-by-move-measuring-and-steering-how-llms-conduct-psychotherapy/</loc>
    <lastmod>2026-08-24</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/how-to-train-a-critic-stably-and-efficiently/</loc>
    <lastmod>2026-08-25</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/recursive-experiential-working-memory-evolution-for-long-horizon-agent-harnesses/</loc>
    <lastmod>2026-08-26</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/agentic-autoresearch-for-cell-edge-power-control-radically-redefining-the-researchers-role/</loc>
    <lastmod>2026-08-27</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/wikiskill-compiling-agent-experience-into-persistent-knowledge-for-skill-evolution/</loc>
    <lastmod>2026-08-28</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/redevoagent-automatic-red-teaming-agent-with-experience-driven-skill-evolution/</loc>
    <lastmod>2026-08-29</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/persona-execution-separation-an-architecture-pattern-for-evolving-llm-agents-under-execution-audit/</loc>
    <lastmod>2026-08-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/deep-dives/logos-an-agent-harness-on-a-cross-process-bus/</loc>
    <lastmod>2026-08-31</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/about/</loc>
    <lastmod>2026-08-31</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/articles/</loc>
    <lastmod>2026-08-31</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/</loc>
    <lastmod>2026-08-31</lastmod>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
  </url>
  
  

  
  
  <url>
    <loc>https://neuralnova.online/research-summaries/</loc>
    <lastmod>2026-08-31</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.8</priority>
  </url>
  
  

</urlset>
