<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://toknow.ai/posts/summary-of-registered-entities-and-companies-in-kenya/index.html</loc>
    <lastmod>2026-05-06T17:38:48.477Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/summary-of-registered-entities-and-companies-in-kenya/index.pdf</loc>
    <lastmod>2026-05-06T17:38:48.477Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/summary-of-registered-entities-and-companies-in-kenya/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:48.477Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/private-domain-checker/index.html</loc>
    <lastmod>2026-05-06T17:38:52.816Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/private-domain-checker/index.pdf</loc>
    <lastmod>2026-05-06T17:38:52.816Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/private-domain-checker/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:52.816Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/life-expectancy-age-gender-and-counties-in-kenya/index.html</loc>
    <lastmod>2026-05-06T17:38:51.652Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/life-expectancy-age-gender-and-counties-in-kenya/index.pdf</loc>
    <lastmod>2026-05-06T17:38:51.652Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/life-expectancy-age-gender-and-counties-in-kenya/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:51.652Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenyan-collective-investment-schemes-dataset/index.html</loc>
    <lastmod>2026-05-06T17:38:52.219Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenyan-collective-investment-schemes-dataset/index.pdf</loc>
    <lastmod>2026-05-06T17:38:52.219Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenyan-collective-investment-schemes-dataset/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:52.219Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-life-expectancy-between-2000-and-2021/index.html</loc>
    <lastmod>2026-05-06T17:38:48.651Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-life-expectancy-between-2000-and-2021/index.pdf</loc>
    <lastmod>2026-05-06T17:38:48.651Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-life-expectancy-between-2000-and-2021/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:48.651Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/stochastic_steady-state-probability_markov-chains_network-visualization/index.html</loc>
    <lastmod>2026-05-06T17:38:50.634Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/stochastic_steady-state-probability_markov-chains_network-visualization/index.pdf</loc>
    <lastmod>2026-05-06T17:38:50.634Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/stochastic_steady-state-probability_markov-chains_network-visualization/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:50.634Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/simple-applications-in-linear-problems/index.html</loc>
    <lastmod>2026-05-06T17:38:49.479Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/simple-applications-in-linear-problems/index.pdf</loc>
    <lastmod>2026-05-06T17:38:49.479Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/simple-applications-in-linear-problems/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:49.479Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/random-walk/index.html</loc>
    <lastmod>2026-05-06T17:38:50.971Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/random-walk/index.pdf</loc>
    <lastmod>2026-05-06T17:38:50.971Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/random-walk/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:50.971Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/graph-theory/index.html</loc>
    <lastmod>2026-05-06T17:38:49.814Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/graph-theory/index.pdf</loc>
    <lastmod>2026-05-06T17:38:49.814Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/graph-theory/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:49.814Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/efficiency-and-risk-aware-comparison-of-money-market-fund-schemes-using-monte-carlo-simulation/index.html</loc>
    <lastmod>2026-05-06T17:38:50.311Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/efficiency-and-risk-aware-comparison-of-money-market-fund-schemes-using-monte-carlo-simulation/index.pdf</loc>
    <lastmod>2026-05-06T17:38:50.311Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/check/smart-web-crawling-dynamic-and-controllable-approach-to-web-crawling/index.html</loc>
    <lastmod>2026-05-06T17:38:51.296Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/check/smart-web-crawling-dynamic-and-controllable-approach-to-web-crawling/index.pdf</loc>
    <lastmod>2026-05-06T17:38:51.296Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/check/smart-web-crawling-dynamic-and-controllable-approach-to-web-crawling/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:51.296Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/terms-of-service.html</loc>
    <lastmod>2026-05-06T17:35:09.070Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/xai-grok-43-price-cuts-voice-cloning-frontier-ai-commoditization/index.html</loc>
    <lastmod>2026-05-06T17:35:09.067Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/xai-grok-43-price-cuts-voice-cloning-frontier-ai-commoditization/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.067Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/without-wonder-llms-are-analysts-not-thinkers-ai-creativity/index.html</loc>
    <lastmod>2026-05-06T17:35:09.065Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/without-wonder-llms-are-analysts-not-thinkers-ai-creativity/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.065Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/weekly-ai-roundup-google-anthropic-openai-new-models-browser-integration-hardware-advances/index.html</loc>
    <lastmod>2026-05-06T17:35:09.061Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/weekly-ai-roundup-google-anthropic-openai-new-models-browser-integration-hardware-advances/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.061Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/video-mme-v2-benchmark-video-understanding-gap-humans/index.html</loc>
    <lastmod>2026-05-06T17:35:09.059Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/video-mme-v2-benchmark-video-understanding-gap-humans/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.059Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/vega-3d-video-diffusion-implicit-3d-priors-scene-understanding/index.html</loc>
    <lastmod>2026-05-06T17:35:09.053Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/vega-3d-video-diffusion-implicit-3d-priors-scene-understanding/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.053Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/tstars-tryon-alibaba-commercial-virtual-try-on-taobao-millions/index.html</loc>
    <lastmod>2026-05-06T17:35:09.049Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/tstars-tryon-alibaba-commercial-virtual-try-on-taobao-millions/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.049Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/triattention-trigonometric-kv-compression-10x-memory-reduction/index.html</loc>
    <lastmod>2026-05-06T17:35:09.046Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/triattention-trigonometric-kv-compression-10x-memory-reduction/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.046Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/the-kenyan-startup-bill-2022/index.html</loc>
    <lastmod>2026-05-06T17:35:08.745Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/the-kenyan-startup-bill-2022/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.745Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/swe-rebench-v2-language-agnostic-coding-benchmark-nebius/index.html</loc>
    <lastmod>2026-05-06T17:35:08.743Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/swe-rebench-v2-language-agnostic-coding-benchmark-nebius/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.743Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/sla2-sparse-linear-attention-18x-speedup-video-diffusion/index.html</loc>
    <lastmod>2026-05-06T17:35:08.727Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/sla2-sparse-linear-attention-18x-speedup-video-diffusion/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.727Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/servicenow-terminal-agents-beat-complex-enterprise-automation/index.html</loc>
    <lastmod>2026-05-06T17:35:08.717Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/servicenow-terminal-agents-beat-complex-enterprise-automation/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.717Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/self-distillation-degrades-llm-reasoning-epistemic-verbalization/index.html</loc>
    <lastmod>2026-05-06T17:35:08.714Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/self-distillation-degrades-llm-reasoning-epistemic-verbalization/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.714Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rlsd-self-distilled-rlvr-reasoning-training/index.html</loc>
    <lastmod>2026-05-06T17:35:08.711Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rlsd-self-distilled-rlvr-reasoning-training/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.711Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/react-validate-hook/index.html</loc>
    <lastmod>2026-05-06T17:35:08.708Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/react-validate-hook/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.708Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rationalrewards-reasoning-reward-model-image-generation-test-time-refinement/index.html</loc>
    <lastmod>2026-05-06T17:35:08.700Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rationalrewards-reasoning-reward-model-image-generation-test-time-refinement/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.700Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rag-agents-mcp/index.html</loc>
    <lastmod>2026-05-06T17:35:08.696Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rag-agents-mcp/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.696Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/qwen-fipo-future-kl-breaks-4k-reasoning-ceiling-outperforms-o1-mini/index.html</loc>
    <lastmod>2026-05-06T17:35:08.694Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/qwen-fipo-future-kl-breaks-4k-reasoning-ceiling-outperforms-o1-mini/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.694Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/prompt-repetition-improves-llm-accuracy/index.html</loc>
    <lastmod>2026-05-06T17:35:08.691Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/prompt-repetition-improves-llm-accuracy/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.691Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/progressive-web-app/introduction/index.html</loc>
    <lastmod>2026-05-06T17:35:08.349Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/progressive-web-app/introduction/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.349Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/planes-vs-cars-multi-metric-safety-analysis/index.html</loc>
    <lastmod>2026-05-06T17:35:08.345Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/planes-vs-cars-multi-metric-safety-analysis/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.345Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openworldlib-unified-definition-world-models-framework/index.html</loc>
    <lastmod>2026-05-06T17:35:08.343Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openworldlib-unified-definition-world-models-framework/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.343Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openresearcher-offline-deep-research-agent-tiger-lab/index.html</loc>
    <lastmod>2026-05-06T17:35:08.340Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openresearcher-offline-deep-research-agent-tiger-lab/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.340Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openclaw-3-months-later-security-crises-openai-acquisition/index.html</loc>
    <lastmod>2026-05-06T17:35:08.337Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openclaw-3-months-later-security-crises-openai-acquisition/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.337Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nvidia-personaplex-full-duplex-speech-voice-persona-control/index.html</loc>
    <lastmod>2026-05-06T17:35:08.334Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nvidia-personaplex-full-duplex-speech-voice-persona-control/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.334Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/npo-near-future-policy-optimization-rl-learns-from-future-self/index.html</loc>
    <lastmod>2026-05-06T17:35:08.330Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/npo-near-future-policy-optimization-rl-learns-from-future-self/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.330Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/netflix-void-video-object-removal-causal-physics/index.html</loc>
    <lastmod>2026-05-06T17:35:08.321Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/netflix-void-video-object-removal-causal-physics/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.321Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nabla-reasoner-gradient-descent-latent-space-llm-reasoning/index.html</loc>
    <lastmod>2026-05-06T17:35:08.316Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nabla-reasoner-gradient-descent-latent-space-llm-reasoning/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.316Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/minimax-m25-frontier-model-cost-efficient-agentic-ai/index.html</loc>
    <lastmod>2026-05-06T17:35:08.314Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/minimax-m25-frontier-model-cost-efficient-agentic-ai/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.314Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/mineru-25-pro-document-parsing-sota-data-engineering-not-architecture/index.html</loc>
    <lastmod>2026-05-06T17:35:08.311Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/mineru-25-pro-document-parsing-sota-data-engineering-not-architecture/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.311Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meta-process-driven-image-generation-interleaved-reasoning/index.html</loc>
    <lastmod>2026-05-06T17:35:08.308Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meta-process-driven-image-generation-interleaved-reasoning/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.308Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meituan-longcat-next-native-multimodal-discrete-tokens/index.html</loc>
    <lastmod>2026-05-06T17:35:08.304Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meituan-longcat-next-native-multimodal-discrete-tokens/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.304Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/medical-ai-scientist-autonomous-clinical-research-peer-review/index.html</loc>
    <lastmod>2026-05-06T17:35:08.301Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/medical-ai-scientist-autonomous-clinical-research-peer-review/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.301Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/llada-20-uni-discrete-diffusion-llm-multimodal-understanding-generation/index.html</loc>
    <lastmod>2026-05-06T17:35:08.298Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/llada-20-uni-discrete-diffusion-llm-multimodal-understanding-generation/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.298Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-artificial-intelligence-strategy-2025-2030/index.html</loc>
    <lastmod>2026-05-06T17:35:07.850Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-artificial-intelligence-strategy-2025-2030/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.850Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/intelligent-opinion/the-old-must-give-way-to-the-new/index.html</loc>
    <lastmod>2026-05-06T17:35:07.845Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/intelligent-opinion/the-old-must-give-way-to-the-new/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.845Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/how-to-find-a-truly-unique-business-name-the-smart-way/index.html</loc>
    <lastmod>2026-05-06T17:35:07.823Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/how-to-find-a-truly-unique-business-name-the-smart-way/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.823Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/hermes-agent-nousresearch-self-improving-reflective-learning/index.html</loc>
    <lastmod>2026-05-06T17:35:07.822Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/hermes-agent-nousresearch-self-improving-reflective-learning/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.822Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/groundsource-google-gemini-news-flood-disaster-data/index.html</loc>
    <lastmod>2026-05-06T17:35:07.819Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/groundsource-google-gemini-news-flood-disaster-data/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.819Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gpt-rosalind-openai-life-sciences-reasoning-model-drug-discovery/index.html</loc>
    <lastmod>2026-05-06T17:35:07.815Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gpt-rosalind-openai-life-sciences-reasoning-model-drug-discovery/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.815Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-turboquant-llm-memory-compression-3-bit-zero-loss/index.html</loc>
    <lastmod>2026-05-06T17:35:07.812Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-turboquant-llm-memory-compression-3-bit-zero-loss/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.812Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-gemma-4-apache-2-open-models-on-device-ai/index.html</loc>
    <lastmod>2026-05-06T17:35:07.809Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-gemma-4-apache-2-open-models-on-device-ai/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.809Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-amie-real-world-clinical-diagnostic-ai-100-patients/index.html</loc>
    <lastmod>2026-05-06T17:35:07.805Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-amie-real-world-clinical-diagnostic-ai-100-patients/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.805Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gen-searcher-search-augmented-image-generation-agentic-rl/index.html</loc>
    <lastmod>2026-05-06T17:35:07.803Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gen-searcher-search-augmented-image-generation-agentic-rl/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.803Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/expert-persona-prompting-damages-llm-accuracy-usc-prism/index.html</loc>
    <lastmod>2026-05-06T17:35:07.800Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/expert-persona-prompting-damages-llm-accuracy-usc-prism/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.800Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/dr-venus-4b-deep-research-agent-10k-open-data-edge-scale/index.html</loc>
    <lastmod>2026-05-06T17:35:07.796Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/dr-venus-4b-deep-research-agent-10k-open-data-edge-scale/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.796Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/deepseek-v4-huawei-ascend-nvidia-monopoly-open-source-frontier/index.html</loc>
    <lastmod>2026-05-06T17:35:07.790Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/deepseek-v4-huawei-ascend-nvidia-monopoly-open-source-frontier/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.790Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/dataflex-data-centric-dynamic-llm-training-llama-factory/index.html</loc>
    <lastmod>2026-05-06T17:35:07.786Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/dataflex-data-centric-dynamic-llm-training-llama-factory/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.786Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/conflict-prevention-on-social-media/index.html</loc>
    <lastmod>2026-05-06T17:35:07.783Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/conflict-prevention-on-social-media/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.783Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cohere-tiny-aya-3b-multilingual-70-languages-on-device/index.html</loc>
    <lastmod>2026-05-06T17:35:07.770Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cohere-tiny-aya-3b-multilingual-70-languages-on-device/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.770Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cloudflare-emdash-cms-wordpress-successor-sandboxed-plugins/index.html</loc>
    <lastmod>2026-05-06T17:35:07.767Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cloudflare-emdash-cms-wordpress-successor-sandboxed-plugins/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.767Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/clawgui-open-source-full-stack-gui-agent-training-evaluation-deployment/index.html</loc>
    <lastmod>2026-05-06T17:35:07.764Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/clawgui-open-source-full-stack-gui-agent-training-evaluation-deployment/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.764Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claw-eval-trustworthy-evaluation-autonomous-ai-agents/index.html</loc>
    <lastmod>2026-05-06T17:35:07.761Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claw-eval-trustworthy-evaluation-autonomous-ai-agents/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.761Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claude-code-v2-plugins-agent-teams-native-binaries/index.html</loc>
    <lastmod>2026-05-06T17:35:07.757Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claude-code-v2-plugins-agent-teams-native-binaries/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.757Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/carla-air-unified-drone-self-driving-simulation-single-world/index.html</loc>
    <lastmod>2026-05-06T17:35:07.751Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/carla-air-unified-drone-self-driving-simulation-single-world/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.751Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/breaking-change-css-loader-v7/index.html</loc>
    <lastmod>2026-05-06T17:35:07.747Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/breaking-change-css-loader-v7/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.747Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/bayesian-teaching-llm-probabilistic-reasoning-nature-google/index.html</loc>
    <lastmod>2026-05-06T17:35:07.744Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/bayesian-teaching-llm-probabilistic-reasoning-nature-google/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.744Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/artificial-general-intelligence/index.html</loc>
    <lastmod>2026-05-06T17:35:07.738Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/artificial-general-intelligence/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.738Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/alaya-renderer-aaa-games-4m-frames-inverse-forward-rendering/index.html</loc>
    <lastmod>2026-05-06T17:35:07.737Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/alaya-renderer-aaa-games-4m-frames-inverse-forward-rendering/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.737Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-power-shifts-anthropic-40b-china-manus-spacex-cursor-deepseek-v4/index.html</loc>
    <lastmod>2026-05-06T17:35:07.734Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-power-shifts-anthropic-40b-china-manus-spacex-cursor-deepseek-v4/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.734Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-inner-speech-self-talk-multitask-generalization/index.html</loc>
    <lastmod>2026-05-06T17:35:07.731Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-inner-speech-self-talk-multitask-generalization/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.731Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/agentspex-yaml-agent-workflow-specification-execution-language-uiuc/index.html</loc>
    <lastmod>2026-05-06T17:35:07.729Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/agentspex-yaml-agent-workflow-specification-execution-language-uiuc/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.729Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/agentic-operating-system-moltbot-revolution-anthropic-fears/index.html</loc>
    <lastmod>2026-05-06T17:35:07.725Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/agentic-operating-system-moltbot-revolution-anthropic-fears/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.725Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/index.html</loc>
    <lastmod>2026-05-06T17:35:07.678Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/apps/shazam-playlist-to-youtube-playlist.html</loc>
    <lastmod>2026-05-06T17:35:07.606Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/apps.html</loc>
    <lastmod>2026-05-06T17:35:07.606Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/about.html</loc>
    <lastmod>2026-05-06T17:35:07.606Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/apps/private-domain-checker.html</loc>
    <lastmod>2026-05-06T17:35:07.606Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/domains-for-sale.html</loc>
    <lastmod>2026-05-06T17:35:07.676Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/adams-law-textual-frequency-llm-paraphrasing-fine-tuning/index.html</loc>
    <lastmod>2026-05-06T17:35:07.722Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/adams-law-textual-frequency-llm-paraphrasing-fine-tuning/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.722Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/agentic-world-modeling-survey-levels-laws-taxonomy-400-papers/index.html</loc>
    <lastmod>2026-05-06T17:35:07.727Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/agentic-world-modeling-survey-levels-laws-taxonomy-400-papers/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.727Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-agent-teams-multi-agent-hype-impractical/index.html</loc>
    <lastmod>2026-05-06T17:35:07.730Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-agent-teams-multi-agent-hype-impractical/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.730Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-learns-scientific-taste-rlcf-openmoss-fudan/index.html</loc>
    <lastmod>2026-05-06T17:35:07.732Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-learns-scientific-taste-rlcf-openmoss-fudan/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.732Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-weekly-grok-43-price-cuts-claude-security-pentagon-ai-deals/index.html</loc>
    <lastmod>2026-05-06T17:35:07.736Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ai-weekly-grok-43-price-cuts-claude-security-pentagon-ai-deals/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.736Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/anthropic-claude-sonnet-46-million-token-context-dynamic-filtering/index.html</loc>
    <lastmod>2026-05-06T17:35:07.738Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/anthropic-claude-sonnet-46-million-token-context-dynamic-filtering/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.738Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/attention-residuals-moonshot-ai-kimi-drop-in-fix-prenorm-dilution/index.html</loc>
    <lastmod>2026-05-06T17:35:07.742Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/attention-residuals-moonshot-ai-kimi-drop-in-fix-prenorm-dilution/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.742Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/berkeley-rdi-ai-agent-benchmarks-gamed-100-percent/index.html</loc>
    <lastmod>2026-05-06T17:35:07.746Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/berkeley-rdi-ai-agent-benchmarks-gamed-100-percent/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.746Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/bytedance-seedance-multimodal-video-generation/index.html</loc>
    <lastmod>2026-05-06T17:35:07.750Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/bytedance-seedance-multimodal-video-generation/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.750Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cc-switch-nanobot-meta-agent-tools-multi-cli/index.html</loc>
    <lastmod>2026-05-06T17:35:07.753Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cc-switch-nanobot-meta-agent-tools-multi-cli/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.753Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claude-security-public-beta-opus-47-project-glasswing/index.html</loc>
    <lastmod>2026-05-06T17:35:07.759Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claude-security-public-beta-opus-47-project-glasswing/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.759Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claw-family-picoclaw-zeroclaw-nemoclaw-ironclaw-variants/index.html</loc>
    <lastmod>2026-05-06T17:35:07.762Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/claw-family-picoclaw-zeroclaw-nemoclaw-ironclaw-variants/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.762Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/clawhub-agentic-skills-marketplace-supply-chain/index.html</loc>
    <lastmod>2026-05-06T17:35:07.765Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/clawhub-agentic-skills-marketplace-supply-chain/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.765Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/coding-agent-landscape-2026-openclaw-claude-codex-hermes/index.html</loc>
    <lastmod>2026-05-06T17:35:07.769Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/coding-agent-landscape-2026-openclaw-claude-codex-hermes/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.769Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computer-science-degree-still-relevant/index.html</loc>
    <lastmod>2026-05-06T17:35:07.782Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computer-science-degree-still-relevant/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.782Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cua-suite-servicenow-10000-task-video-dataset-computer-use-agents/index.html</loc>
    <lastmod>2026-05-06T17:35:07.785Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/cua-suite-servicenow-10000-task-video-dataset-computer-use-agents/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.785Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/davinci-magihuman-single-stream-audio-video-generation/index.html</loc>
    <lastmod>2026-05-06T17:35:07.788Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/davinci-magihuman-single-stream-audio-video-generation/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.788Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/design-md-chrome-google-stitch-ai-design-system-awareness/index.html</loc>
    <lastmod>2026-05-06T17:35:07.791Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/design-md-chrome-google-stitch-ai-design-system-awareness/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.791Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/experiential-reinforcement-learning-microsoft-reflection-loop/index.html</loc>
    <lastmod>2026-05-06T17:35:07.798Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/experiential-reinforcement-learning-microsoft-reflection-loop/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.798Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gemini-3-1-flash-lite-google-fastest-cheapest-frontier-model/index.html</loc>
    <lastmod>2026-05-06T17:35:07.801Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gemini-3-1-flash-lite-google-fastest-cheapest-frontier-model/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.801Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/glm5-open-source-mixture-of-experts-frontier-performance/index.html</loc>
    <lastmod>2026-05-06T17:35:07.803Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/glm5-open-source-mixture-of-experts-frontier-performance/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.803Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-deepmind-lyria-3-music-generation-synthid-realtime/index.html</loc>
    <lastmod>2026-05-06T17:35:07.807Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-deepmind-lyria-3-music-generation-synthid-realtime/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.807Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-simula-synthetic-data-mechanism-design-shieldgemma-medgemma/index.html</loc>
    <lastmod>2026-05-06T17:35:07.810Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/google-simula-synthetic-data-mechanism-design-shieldgemma-medgemma/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.810Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gpt-55-openai-ramsey-number-proof-terminal-bench-frontier/index.html</loc>
    <lastmod>2026-05-06T17:35:07.814Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/gpt-55-openai-ramsey-number-proof-terminal-bench-frontier/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.814Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/grandcode-ai-beats-all-humans-competitive-programming-codeforces/index.html</loc>
    <lastmod>2026-05-06T17:35:07.817Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/grandcode-ai-beats-all-humans-competitive-programming-codeforces/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.817Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/helios-bytedance-real-time-14b-video-generation/index.html</loc>
    <lastmod>2026-05-06T17:35:07.820Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/helios-bytedance-real-time-14b-video-generation/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.820Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/honor-lightning-robot-half-marathon-beats-humans-world-record/index.html</loc>
    <lastmod>2026-05-06T17:35:07.823Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/honor-lightning-robot-half-marathon-beats-humans-world-record/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.823Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/incoder-32b-thinking-industrial-code-world-model-chip-gpu/index.html</loc>
    <lastmod>2026-05-06T17:35:07.845Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/incoder-32b-thinking-industrial-code-world-model-chip-gpu/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.845Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/intern-s1-pro-trillion-parameter-scientific-multimodal-model/index.html</loc>
    <lastmod>2026-05-06T17:35:07.847Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/intern-s1-pro-trillion-parameter-scientific-multimodal-model/index.pdf</loc>
    <lastmod>2026-05-06T17:35:07.847Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/latent-space-survey-ai-thinking-vectors-not-tokens-37-authors/index.html</loc>
    <lastmod>2026-05-06T17:35:08.286Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/latent-space-survey-ai-thinking-vectors-not-tokens-37-authors/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.286Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/loger-deepmind-long-context-3d-reconstruction-hybrid-memory/index.html</loc>
    <lastmod>2026-05-06T17:35:08.299Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/loger-deepmind-long-context-3d-reconstruction-hybrid-memory/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.299Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meds-memory-enhanced-dynamic-reward-shaping-rl-recurring-errors/index.html</loc>
    <lastmod>2026-05-06T17:35:08.303Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meds-memory-enhanced-dynamic-reward-shaping-rl-recurring-errors/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.303Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meta-fair-beyond-language-modeling-multimodal-pretraining/index.html</loc>
    <lastmod>2026-05-06T17:35:08.306Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/meta-fair-beyond-language-modeling-multimodal-pretraining/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.306Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/microsoft-ships-speech-voice-image-models-foundry-pricing/index.html</loc>
    <lastmod>2026-05-06T17:35:08.309Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/microsoft-ships-speech-voice-image-models-foundry-pricing/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.309Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/mineru-diffusion-document-ocr-inverse-rendering-3x-faster/index.html</loc>
    <lastmod>2026-05-06T17:35:08.313Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/mineru-diffusion-document-ocr-inverse-rendering-3x-faster/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.313Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/mirothinker-h1-heavy-duty-research-agents-verification-miro/index.html</loc>
    <lastmod>2026-05-06T17:35:08.315Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/mirothinker-h1-heavy-duty-research-agents-verification-miro/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.315Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nano-banana-2-google-4k-image-generation-gemini/index.html</loc>
    <lastmod>2026-05-06T17:35:08.319Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nano-banana-2-google-4k-image-generation-gemini/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.319Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/no-same-type-params/index.html</loc>
    <lastmod>2026-05-06T17:35:08.329Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/no-same-type-params/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.329Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nvidia-nemotron-cascade-2-imo-gold-medal-3b-active-parameters/index.html</loc>
    <lastmod>2026-05-06T17:35:08.332Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/nvidia-nemotron-cascade-2-imo-gold-medal-3b-active-parameters/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.332Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openai-codex-cli-rust-coding-agent-open-source/index.html</loc>
    <lastmod>2026-05-06T17:35:08.335Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openai-codex-cli-rust-coding-agent-open-source/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.335Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openclaw-rl-train-any-agent-by-talking-princeton/index.html</loc>
    <lastmod>2026-05-06T17:35:08.338Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openclaw-rl-train-any-agent-by-talking-princeton/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.338Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openseeker-open-source-search-agent-training-data-frontier-performance/index.html</loc>
    <lastmod>2026-05-06T17:35:08.342Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/openseeker-open-source-search-agent-training-data-frontier-performance/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.342Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/optimizing-css-extraction-in-webpack-5/index.html</loc>
    <lastmod>2026-05-06T17:35:08.344Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/optimizing-css-extraction-in-webpack-5/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.344Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/poolside-laguna-m1-xs2-moe-agentic-coding-open-weights/index.html</loc>
    <lastmod>2026-05-06T17:35:08.347Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/poolside-laguna-m1-xs2-moe-agentic-coding-open-weights/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.347Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/prompt-length-vs-code-quality/index.html</loc>
    <lastmod>2026-05-06T17:35:08.684Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/prompt-length-vs-code-quality/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.684Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/quarto-resume-template/index.html</loc>
    <lastmod>2026-05-06T17:35:08.692Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/quarto-resume-template/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.692Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/qwen3-5-unified-native-multimodal-agent-model-alibaba/index.html</loc>
    <lastmod>2026-05-06T17:35:08.695Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/qwen3-5-unified-native-multimodal-agent-model-alibaba/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.695Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ragen-2-reasoning-collapse-template-collapse-agentic-rl/index.html</loc>
    <lastmod>2026-05-06T17:35:08.698Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/ragen-2-reasoning-collapse-template-collapse-agentic-rl/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.698Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/react-use-async/index.html</loc>
    <lastmod>2026-05-06T17:35:08.707Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/react-use-async/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.707Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rethinking-reasoning-sft-generalization-dip-recovery-asymmetric-safety/index.html</loc>
    <lastmod>2026-05-06T17:35:08.709Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rethinking-reasoning-sft-generalization-dip-recovery-asymmetric-safety/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.709Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rynnbrain-open-embodied-foundation-model-spatiotemporal-intelligence/index.html</loc>
    <lastmod>2026-05-06T17:35:08.712Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/rynnbrain-open-embodied-foundation-model-spatiotemporal-intelligence/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.712Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/seoul-world-model-city-scale-video-generation-real-streets/index.html</loc>
    <lastmod>2026-05-06T17:35:08.716Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/seoul-world-model-city-scale-video-generation-real-streets/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.716Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/skillclaw-collective-agent-skill-evolution-multi-user-self-improving/index.html</loc>
    <lastmod>2026-05-06T17:35:08.725Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/skillclaw-collective-agent-skill-evolution-multi-user-self-improving/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.725Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/superpowers-mattpocock-skills-cross-platform-agent-framework/index.html</loc>
    <lastmod>2026-05-06T17:35:08.741Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/superpowers-mattpocock-skills-cross-platform-agent-framework/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.741Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/tencent-hy-world-2-open-source-3d-world-model-text-image/index.html</loc>
    <lastmod>2026-05-06T17:35:08.745Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/tencent-hy-world-2-open-source-3d-world-model-text-image/index.pdf</loc>
    <lastmod>2026-05-06T17:35:08.745Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/thinking-to-recall-reasoning-unlocks-parametric-knowledge-llms-google/index.html</loc>
    <lastmod>2026-05-06T17:35:09.044Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/thinking-to-recall-reasoning-unlocks-parametric-knowledge-llms-google/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.044Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/trinity-of-consistency-general-world-models-framework/index.html</loc>
    <lastmod>2026-05-06T17:35:09.048Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/trinity-of-consistency-general-world-models-framework/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.048Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/utonia-universal-point-cloud-encoder-3d-foundation-model/index.html</loc>
    <lastmod>2026-05-06T17:35:09.051Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/utonia-universal-point-cloud-encoder-3d-foundation-model/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.051Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/vibe-coding-challenge/index.html</loc>
    <lastmod>2026-05-06T17:35:09.058Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/vibe-coding-challenge/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.058Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/waxal-google-african-language-speech-dataset-27-languages/index.html</loc>
    <lastmod>2026-05-06T17:35:09.061Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/waxal-google-african-language-speech-dataset-27-languages/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.061Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/wildworld-108-million-frames-monster-hunter-world-models/index.html</loc>
    <lastmod>2026-05-06T17:35:09.063Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/wildworld-108-million-frames-monster-hunter-world-models/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.063Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/world-labs-billion-dollar-spatial-intelligence-autodesk-3d-world-models/index.html</loc>
    <lastmod>2026-05-06T17:35:09.065Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/world-labs-billion-dollar-spatial-intelligence-autodesk-3d-world-models/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.065Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/zyphra-zuna-bci-foundation-model-eeg-4d-rope-diffusion/index.html</loc>
    <lastmod>2026-05-06T17:35:09.068Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/zyphra-zuna-bci-foundation-model-eeg-4d-rope-diffusion/index.pdf</loc>
    <lastmod>2026-05-06T17:35:09.068Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/balancing-between-paywalls-and-search-engine-optimization/index.html</loc>
    <lastmod>2026-05-06T17:38:51.135Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/balancing-between-paywalls-and-search-engine-optimization/index.pdf</loc>
    <lastmod>2026-05-06T17:38:51.135Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/balancing-between-paywalls-and-search-engine-optimization/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:51.135Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/data-envelopment-analysis/index.html</loc>
    <lastmod>2026-05-06T17:38:50.472Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/data-envelopment-analysis/index.pdf</loc>
    <lastmod>2026-05-06T17:38:50.472Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/data-envelopment-analysis/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:50.472Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/fibonacci-numbers-longest-increasing-subsequence-knapsack-problem/index.html</loc>
    <lastmod>2026-05-06T17:38:49.977Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/fibonacci-numbers-longest-increasing-subsequence-knapsack-problem/index.pdf</loc>
    <lastmod>2026-05-06T17:38:49.977Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/fibonacci-numbers-longest-increasing-subsequence-knapsack-problem/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:49.977Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/linear-programming-optimizing-linear-objective-function-with-constraints/index.html</loc>
    <lastmod>2026-05-06T17:38:49.317Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/linear-programming-optimizing-linear-objective-function-with-constraints/index.pdf</loc>
    <lastmod>2026-05-06T17:38:49.317Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/linear-programming-optimizing-linear-objective-function-with-constraints/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:49.317Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/repeated-random-sampling_using_monte_carlo_techniques/index.html</loc>
    <lastmod>2026-05-06T17:38:50.142Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/repeated-random-sampling_using_monte_carlo_techniques/index.pdf</loc>
    <lastmod>2026-05-06T17:38:50.142Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/repeated-random-sampling_using_monte_carlo_techniques/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:50.142Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/stochastic-programming-and-applications/index.html</loc>
    <lastmod>2026-05-06T17:38:50.801Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/stochastic-programming-and-applications/index.pdf</loc>
    <lastmod>2026-05-06T17:38:50.801Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/computational-techniques-in-data-science/stochastic-programming-and-applications/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:50.801Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/display-google-analytics-views-using-cloudflare-worker/index.html</loc>
    <lastmod>2026-05-06T17:38:53.518Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/display-google-analytics-views-using-cloudflare-worker/index.pdf</loc>
    <lastmod>2026-05-06T17:38:53.518Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/display-google-analytics-views-using-cloudflare-worker/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:53.518Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-population-from-1974-to-2022/index.html</loc>
    <lastmod>2026-05-06T17:38:53.150Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-population-from-1974-to-2022/index.pdf</loc>
    <lastmod>2026-05-06T17:38:53.150Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/kenya-population-from-1974-to-2022/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:53.150Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/licenced-hospitals-clinics-and-dispensaries-in-kenya-year-2025/index.html</loc>
    <lastmod>2026-05-06T17:38:47.190Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/licenced-hospitals-clinics-and-dispensaries-in-kenya-year-2025/index.pdf</loc>
    <lastmod>2026-05-06T17:38:47.190Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/licenced-hospitals-clinics-and-dispensaries-in-kenya-year-2025/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:47.190Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/named-entity-recognition/index.html</loc>
    <lastmod>2026-05-06T17:38:51.455Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/named-entity-recognition/index.pdf</loc>
    <lastmod>2026-05-06T17:38:51.455Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/named-entity-recognition/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:51.455Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/shazam-playlist-to-youtube-playlist/index.html</loc>
    <lastmod>2026-05-06T17:38:53.347Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/shazam-playlist-to-youtube-playlist/index.pdf</loc>
    <lastmod>2026-05-06T17:38:53.347Z</lastmod>
  </url>
  <url>
    <loc>https://toknow.ai/posts/shazam-playlist-to-youtube-playlist/index.output.ipynb</loc>
    <lastmod>2026-05-06T17:38:53.347Z</lastmod>
  </url>
</urlset>
