<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url><loc>https://toloka.ai/</loc></url>
<url><loc>https://toloka.ai/events/webinars/responsible-ai</loc></url>
<url><loc>https://toloka.ai/events/webinars/trajectory-evaluation</loc></url>
<url><loc>https://toloka.ai/agent-data</loc></url>
<url><loc>https://toloka.ai/creative-data</loc></url>
<url><loc>https://toloka.ai/about</loc></url>
<url><loc>https://toloka.ai/jeem-benchmark</loc></url>
<url><loc>https://toloka.ai/guidelines</loc></url>
<url><loc>https://toloka.ai/newsroom</loc></url>
<url><loc>https://toloka.ai/talk-to-us</loc></url>
<url><loc>https://toloka.ai/talk-to-us-2</loc></url>
<url><loc>https://toloka.ai/legal/privacy-notice</loc></url>
<url><loc>https://toloka.ai/legal/privacy-notice-march-20</loc></url>
<url><loc>https://toloka.ai/legal/dpa_sag</loc></url>
<url><loc>https://toloka.ai/tolokers/mobile_user_agreement</loc></url>
<url><loc>https://toloka.ai/tolokers/user-agreement</loc></url>
<url><loc>https://toloka.ai/tolokers/user-agreement-january-2025</loc></url>
<url><loc>https://toloka.ai/tolokers/toloka_mobile_agreement/components/</loc></url>
<url><loc>https://toloka.ai/legal/dpa_usa</loc></url>
<url><loc>https://toloka.ai/legal/terms</loc></url>
<url><loc>https://toloka.ai/legal/self-service-agreement</loc></url>
<url><loc>https://toloka.ai/legal/self-service-agreement-new</loc></url>
<url><loc>https://toloka.ai/legal/terms_of_offer_usa</loc></url>
<url><loc>https://toloka.ai/legal/cla_corporate</loc></url>
<url><loc>https://toloka.ai/tolokers/legal/terms</loc></url>
<url><loc>https://toloka.ai/tolokers/legal/addendum</loc></url>
<url><loc>https://toloka.ai/legal/cla_individual</loc></url>
<url><loc>https://toloka.ai/legal/special_terms</loc></url>
<url><loc>https://toloka.ai/legal/codeofconduct</loc></url>
<url><loc>https://toloka.ai/legal/codeofethics</loc></url>
<url><loc>https://toloka.ai/legal/privacy_candidates</loc></url>
<url><loc>https://toloka.ai/legal/cookie-notice</loc></url>
<url><loc>https://toloka.ai/legal/cookies-list</loc></url>
<url><loc>https://toloka.ai/blog/</loc></url>
<url><loc>https://toloka.ai/datasets/</loc></url>
<url><loc>https://toloka.ai/datasets/multimodal-dataset/</loc></url>
<url><loc>https://toloka.ai/datasets/test-multimodal-dataset-2/</loc></url>
<url><loc>https://toloka.ai/datasets/university-level-math-reasoning-dataset/</loc></url>
<url><loc>https://toloka.ai/success-stories</loc></url>
<url><loc>https://toloka.ai/research-fellowship</loc></url>
<url><loc>https://toloka.ai/404</loc></url>
<url><loc>https://toloka.ai/newsletter</loc></url>
<url><loc>https://toloka.ai/research-form</loc></url>
<url><loc>https://toloka.ai/annotators</loc></url>
<url><loc>https://toloka.ai/tolokers</loc></url>
<url><loc>https://toloka.ai/annotators/real-life-tasks</loc></url>
<url><loc>https://toloka.ai/annotators/app</loc></url>
<url><loc>https://toloka.ai/get-started</loc></url>
<url><loc>https://toloka.ai/like</loc></url>
<url><loc>https://toloka.ai/dislike</loc></url>
<url><loc>https://toloka.ai/annotator_apply</loc></url>
<url><loc>https://toloka.ai/research</loc></url>
<url><loc>https://toloka.ai/ai-safety</loc></url>
<url><loc>https://toloka.ai/events</loc></url>
<url><loc>https://toloka.ai/experts</loc></url>
<url><loc>https://toloka.ai/math-benchmark</loc></url>
<url><loc>https://toloka.ai/ai-detection-benchmark</loc></url>
<url><loc>https://toloka.ai/responsible-ai</loc></url>
<url><loc>https://toloka.ai/security</loc></url>
<url><loc>https://toloka.ai/security/privacy-principles</loc></url>
<url><loc>https://toloka.ai/security/security-principles</loc></url>
<url><loc>https://toloka.ai/careers</loc></url>
<url><loc>https://toloka.ai/coding-data</loc></url>
<url><loc>https://toloka.ai/hybrid-data</loc></url>
<url><loc>https://toloka.ai/evaluation</loc></url>
<url><loc>https://toloka.ai/large-language-models</loc></url>
<url><loc>https://toloka.ai/virtual-environments-rl-gyms</loc></url>
<url><loc>https://toloka.ai/quality-loop</loc></url>
<url><loc>https://toloka.ai/tendem-benchmark</loc></url>
<url><loc>https://toloka.ai/datasets/tau-bench-dataset-extension</loc></url>
<url><loc>https://toloka.ai/platform</loc></url>
<url><loc>https://toloka.ai/early-turn-failure-recovery</loc></url>
<url><loc>https://toloka.ai/red-teaming-platform</loc></url>
<url><loc>https://toloka.ai/robotics</loc></url>
<url><loc>https://toloka.ai/openclaw-red-teaming</loc></url>
<url><loc>https://toloka.ai/experts-via-mcp</loc></url>
<url><loc>https://toloka.ai/arena</loc></url>
<url><loc>https://toloka.ai/domain-catalog</loc></url>
<url><loc>https://toloka.ai/domain-catalog/tau-manufacturing</loc></url>
<url><loc>https://toloka.ai/domain-catalog/telecom</loc></url>
<url><loc>https://toloka.ai/domain-catalog/bank-internal-hr</loc></url>
<url><loc>https://toloka.ai/arena-pricing</loc></url>
<url><loc>https://toloka.ai/blog/measuring-real-world-performance-in-physical-ai-toloka-s-role-in-the-phail-leaderboard/</loc></url>
<url><loc>https://toloka.ai/blog/choosing-annotation-tool-for-ml/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-model-context-protocol-mcp/</loc></url>
<url><loc>https://toloka.ai/blog/llm-qa-scaling-data-quality-assurance-technologically/</loc></url>
<url><loc>https://toloka.ai/blog/the-power-of-foundation-models/</loc></url>
<url><loc>https://toloka.ai/blog/homer-building-an-open-source-egocentric-robotics-dataset-with-toloka/</loc></url>
<url><loc>https://toloka.ai/blog/history-of-generative-ai/</loc></url>
<url><loc>https://toloka.ai/blog/building-shopify-s-product-catalogue-at-ai-speed/</loc></url>
<url><loc>https://toloka.ai/blog/robobilt-why-physical-ai-needs-its-own-evaluation-framework/</loc></url>
<url><loc>https://toloka.ai/blog/difference-between-ai-ml-llm-and-generative-ai/</loc></url>
<url><loc>https://toloka.ai/blog/hitl-machine-learning/</loc></url>
<url><loc>https://toloka.ai/blog/nebius-and-toloka-to-introduce-integration-to-bring-human-experts-on-demand-to-ai-agents/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-rlhf/</loc></url>
<url><loc>https://toloka.ai/blog/history-of-llms/</loc></url>
<url><loc>https://toloka.ai/blog/jetbrains-developer-productivity-ai-arena-launch/</loc></url>
<url><loc>https://toloka.ai/blog/audio-data-labeling-the-complete-guide/</loc></url>
<url><loc>https://toloka.ai/blog/robotics-training-data-collection-annotation/</loc></url>
<url><loc>https://toloka.ai/blog/automated-data-annotation-toloka-platform/</loc></url>
<url><loc>https://toloka.ai/blog/the-importance-of-mcp-evaluations-in-agentic-ai/</loc></url>
<url><loc>https://toloka.ai/blog/data-annotation-tools-as-the-foundation-of-reliable-ai-models/</loc></url>
<url><loc>https://toloka.ai/blog/data-annotation-company-toloka/</loc></url>
<url><loc>https://toloka.ai/blog/introducing-the-new-toloka-platform/</loc></url>
<url><loc>https://toloka.ai/blog/labeling-images-for-computer-vision-systems/</loc></url>
<url><loc>https://toloka.ai/blog/multimodal-data-annotation-the-infrastructure-layer-behind-todays-ai/</loc></url>
<url><loc>https://toloka.ai/blog/data-annotation-as-the-foundation-of-reliable-ai-systems/</loc></url>
<url><loc>https://toloka.ai/blog/vist-a-new-benchmark-for-brand-style-transfer-in-ai-image-generation/</loc></url>
<url><loc>https://toloka.ai/blog/the-serpent-eating-its-tail-an-in-depth-analysis-of-model-collapse-in-generative-ai/</loc></url>
<url><loc>https://toloka.ai/blog/computer-use-agents-what-they-are-how-they-work-and-how-to-deploy-them-safely/</loc></url>
<url><loc>https://toloka.ai/blog/tau-bench-the-next-generation-of-ai-agent-evaluation/</loc></url>
<url><loc>https://toloka.ai/blog/search-relevance/</loc></url>
<url><loc>https://toloka.ai/blog/from-human-intelligence-to-hybrid-ai-the-next-chapter-for-toloka/</loc></url>
<url><loc>https://toloka.ai/blog/introducing-tendem/</loc></url>
<url><loc>https://toloka.ai/blog/quality-loop/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agent-as-a-judge-a-framework-to-evaluate-agents-with-agents/</loc></url>
<url><loc>https://toloka.ai/blog/model-context-protocol-how-mcp-bridges-ai-and-the-real-world/</loc></url>
<url><loc>https://toloka.ai/blog/essential-ai-agent-guardrails-for-safe-and-ethical-implementation/</loc></url>
<url><loc>https://toloka.ai/blog/ai-deployment-essentials-from-clean-data-to-continuous-model-monitoring/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-podcast-how-rl-gyms-are-redefining-data-for-ai-agents/</loc></url>
<url><loc>https://toloka.ai/blog/inside-the-rl-gym-reinforcement-learning-environments-explained/</loc></url>
<url><loc>https://toloka.ai/blog/ai-ethics-charting-a-course-for-a-responsible-and-trustworthy-future/</loc></url>
<url><loc>https://toloka.ai/blog/how-toloka-helped-poolside-define-and-measure-ai-quality-for-developers/</loc></url>
<url><loc>https://toloka.ai/blog/continual-learning-building-ai-that-adapts-to-changing-data/</loc></url>
<url><loc>https://toloka.ai/blog/evaluating-ai-agent-performance-across-everyday-apps/</loc></url>
<url><loc>https://toloka.ai/blog/ai-benchmarks-how-to-measure-real-progress-in-artificial-intelligence/</loc></url>
<url><loc>https://toloka.ai/blog/tau-bench-extension-benchmarking-policy-aware-agents-in-realistic-settings/</loc></url>
<url><loc>https://toloka.ai/blog/reinforcement-learning-with-verifiable-rewards-unlocking-reliable-ai-reasoning/</loc></url>
<url><loc>https://toloka.ai/blog/from-autonomous-to-accountable-a-framework-for-ai-agent-testing/</loc></url>
<url><loc>https://toloka.ai/blog/crafting-an-effective-ai-policy-essential-steps-for-your-organization/</loc></url>
<url><loc>https://toloka.ai/blog/understanding-different-ai-environments-and-their-impact-on-behavior/</loc></url>
<url><loc>https://toloka.ai/blog/ai-dubbing-benchmark/</loc></url>
<url><loc>https://toloka.ai/blog/virtual-companies-to-forge-enterprise-ready-ai/</loc></url>
<url><loc>https://toloka.ai/blog/adversarial-prompting-in-large-language-models-how-adversarial-attacks-expose-hidden-vulnerabilities/</loc></url>
<url><loc>https://toloka.ai/blog/inside-reinforcement-learning-environments-how-agents-learn-to-act/</loc></url>
<url><loc>https://toloka.ai/blog/rag-evaluation-a-technical-guide-to-measuring-retrieval-augmented-generation/</loc></url>
<url><loc>https://toloka.ai/blog/video-annotation-tools-turning-raw-footage-into-ai-intelligence/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agent-environments-the-proving-ground-for-artificial-intelligence/</loc></url>
<url><loc>https://toloka.ai/blog/modeling-human-preference-inside-the-creation-of-a-new-dataset-for-ai-alignment/</loc></url>
<url><loc>https://toloka.ai/blog/creating-domain-ready-datasets-how-toloka-s-hybrid-approach-generates-realistic-and-high-quality-data/</loc></url>
<url><loc>https://toloka.ai/blog/getting-image-annotation-right-how-to-make-better-ai-models/</loc></url>
<url><loc>https://toloka.ai/blog/image-annotation-tools-how-to-label-data-that-actually-teaches-ai/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-podcast-agentic-ai-the-future-of-coding/</loc></url>
<url><loc>https://toloka.ai/blog/how-to-measure-ai-performance-and-ensure-your-ai-investment-pays-off/</loc></url>
<url><loc>https://toloka.ai/blog/detecting-hidden-harm-in-long-contexts-how-toloka-built-an-advanced-safety-dataset/</loc></url>
<url><loc>https://toloka.ai/blog/does-your-agent-work-ai-agent-benchmarks-explained/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-data-governance-for-ai-and-why-does-it-matter/</loc></url>
<url><loc>https://toloka.ai/blog/llm-evaluation-framework-principles-practices-and-tools/</loc></url>
<url><loc>https://toloka.ai/blog/how-post-training-teaches-llms-to-reason/</loc></url>
<url><loc>https://toloka.ai/blog/why-data-for-ai-must-prioritize-integrity-now/</loc></url>
<url><loc>https://toloka.ai/blog/the-new-frontier-of-cybersecurity-a-guide-to-ai-agent-security/</loc></url>
<url><loc>https://toloka.ai/blog/agent-evaluation-why-simulated-environments-are-the-new-frontier-for-data/</loc></url>
<url><loc>https://toloka.ai/blog/llm-evaluation-from-classic-metrics-to-modern-methods/</loc></url>
<url><loc>https://toloka.ai/blog/agentic-rag-systems-for-enterprise-scale-information-retrieval/</loc></url>
<url><loc>https://toloka.ai/blog/your-biggest-ai-security-risk-isn-t-the-model-it-s-the-data/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agents-in-action-20-real-world-business-applications-across-industries/</loc></url>
<url><loc>https://toloka.ai/blog/toxicity-detection-for-non-mainstream-languages-why-we-still-need-human-labeled-data/</loc></url>
<url><loc>https://toloka.ai/blog/agentic-ai-and-its-impact-on-the-world-as-we-know-it/</loc></url>
<url><loc>https://toloka.ai/blog/ai-coding-agents-what-they-are-how-they-work-and-how-to-build-one/</loc></url>
<url><loc>https://toloka.ai/blog/evaluating-model-reasoning-with-rubrics-building-a-domain-specific-evaluation-dataset/</loc></url>
<url><loc>https://toloka.ai/blog/designing-ai-voice-agents-from-contact-centers-to-human-like-autonomy/</loc></url>
<url><loc>https://toloka.ai/blog/human-powered-evaluation-actionable-feedback-for-next-gen-video-diffusion-models/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agents-explained-understanding-their-role-and-impact-in-technology/</loc></url>
<url><loc>https://toloka.ai/blog/standardizing-ai-safety-with-mlcommons/</loc></url>
<url><loc>https://toloka.ai/blog/eyes-and-ears-for-ai-the-power-of-vision-language-models/</loc></url>
<url><loc>https://toloka.ai/blog/10-ai-agent-types-powering-intelligent-systems-in-2025/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-strategic-investment-led-by-bezos-expeditions/</loc></url>
<url><loc>https://toloka.ai/blog/comprehensive-guide-to-ai-agents-training/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agents-components-and-their-role-in-autonomous-decision-making/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agents-under-attack-a-case-study-on-advanced-agent-red-teaming/</loc></url>
<url><loc>https://toloka.ai/blog/llm-as-a-judge-can-ai-systems-evaluate-model-outputs/</loc></url>
<url><loc>https://toloka.ai/blog/introducing-jeem-a-new-benchmark-for-evaluating-low-resource-arabic-dialects/</loc></url>
<url><loc>https://toloka.ai/blog/autonomous-ai-agents-paving-the-way-for-agi/</loc></url>
<url><loc>https://toloka.ai/blog/the-personality-paradox-teaching-ai-agents-to-act-like-real-people/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agent-evaluation-methodologies-challenges-and-emerging-standards/</loc></url>
<url><loc>https://toloka.ai/blog/how-to-build-an-ai-agent-a-dive-into-autonomous-intelligence/</loc></url>
<url><loc>https://toloka.ai/blog/fixing-swe-bench-a-smarter-way-to-evaluate-coding-ai/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agents-automation-redefining-efficiency-with-autonomous-systems/</loc></url>
<url><loc>https://toloka.ai/blog/llm-evaluation-in-action-should-you-trust-automated-metrics-or-human-judgment/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-s-commitment-to-responsible-ai-how-we-prioritize-ethics-safety-and-excellence/</loc></url>
<url><loc>https://toloka.ai/blog/introducing-toloka-s-bug-bounty-program-strengthening-security-with-ethical-hacking/</loc></url>
<url><loc>https://toloka.ai/blog/r1-is-not-on-par-with-o1-and-the-difference-is-qualitative-not-quantitative/</loc></url>
<url><loc>https://toloka.ai/blog/mindrift-elevating-the-standard-of-data-for-genai/</loc></url>
<url><loc>https://toloka.ai/blog/the-data-behind-deepseek-s-success/</loc></url>
<url><loc>https://toloka.ai/blog/grounding-llms-driving-ai-to-deliver-contextually-relevant-data/</loc></url>
<url><loc>https://toloka.ai/blog/the-backbone-of-large-language-models-understanding-training-datasets/</loc></url>
<url><loc>https://toloka.ai/blog/responsible-ai-3-steps-to-improve-ai-model-safety/</loc></url>
<url><loc>https://toloka.ai/blog/multimodal-sft-data-for-the-win-pushing-model-performance-in-the-real-world/</loc></url>
<url><loc>https://toloka.ai/blog/ai-s-next-leap-key-generative-ai-trends-in-2025/</loc></url>
<url><loc>https://toloka.ai/blog/the-distinction-between-rag-and-fine-tuning/</loc></url>
<url><loc>https://toloka.ai/blog/llm-observability/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-platform-relaunch/</loc></url>
<url><loc>https://toloka.ai/blog/llm-fine-tuning-unlocking-the-true-potential-of-large-language-models/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-s-advanced-benchmarking-reveals-limitations-and-opportunities-for-llms/</loc></url>
<url><loc>https://toloka.ai/blog/llm-agents-explained-revolutionizing-ai-with-reasoning-and-action/</loc></url>
<url><loc>https://toloka.ai/blog/u-math/</loc></url>
<url><loc>https://toloka.ai/blog/math-benchmark/</loc></url>
<url><loc>https://toloka.ai/blog/how-to-build-an-llm-what-you-need-to-know-first/</loc></url>
<url><loc>https://toloka.ai/blog/open-source-vs-closed-source-llms/</loc></url>
<url><loc>https://toloka.ai/blog/can-llms-eliminate-toxicity-in-human-and-ai-generated-content-what-multilingual-research-shows/</loc></url>
<url><loc>https://toloka.ai/blog/base-llm-vs-instruction-tuned-llm/</loc></url>
<url><loc>https://toloka.ai/blog/multimodal-ai-collaborative-emotion-labeling-in-audio-data/</loc></url>
<url><loc>https://toloka.ai/blog/retrieval-augmented-fine-tuning-extending-retrieval-augmented-generation-through-fine-tuning/</loc></url>
<url><loc>https://toloka.ai/blog/llm-benchmarking-for-large-language-models-improvement/</loc></url>
<url><loc>https://toloka.ai/blog/reasoning-in-large-language-models-a-dive-into-nlp-logic/</loc></url>
<url><loc>https://toloka.ai/blog/are-llms-good-at-natural-science/</loc></url>
<url><loc>https://toloka.ai/blog/multi-domain-multi-language-sft-dataset-pushes-llm-performance-to-the-next-level/</loc></url>
<url><loc>https://toloka.ai/blog/nlp-vs-llm-differences-between-two-related-concepts/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-helps-servicenow-increase-evaluation-throughput-multiple-times/</loc></url>
<url><loc>https://toloka.ai/blog/optimizing-data-retrieval-vector-databases-for-large-language-models/</loc></url>
<url><loc>https://toloka.ai/blog/unpacking-chain-of-thought-prompting-a-new-paradigm-in-ai-reasoning/</loc></url>
<url><loc>https://toloka.ai/blog/teaching-machines-with-minimal-data-one-shot-learning/</loc></url>
<url><loc>https://toloka.ai/blog/meaningful-interactions-with-humans-how-instruction-tuning-refines-llms/</loc></url>
<url><loc>https://toloka.ai/blog/breaking-barriers-multilingual-large-language-models-in-a-globalized-world/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-and-top-universities-launch-innovative-benchmark-for-detecting-ai-generated-texts/</loc></url>
<url><loc>https://toloka.ai/blog/llm-alignment-to-human-values-and-goals/</loc></url>
<url><loc>https://toloka.ai/blog/ai-red-teaming-safeguarding-your-ai-model-from-hidden-threats/</loc></url>
<url><loc>https://toloka.ai/blog/the-genai-frontier-and-the-quest-for-high-quality-sft-data/</loc></url>
<url><loc>https://toloka.ai/blog/cloud-llms-harnessing-scalable-ai-without-the-hardware-hassle/</loc></url>
<url><loc>https://toloka.ai/blog/balancing-power-and-efficiency-the-rise-of-small-language-models/</loc></url>
<url><loc>https://toloka.ai/blog/is-artificial-general-intelligence-(agi)-on-the-brink-of-surpassing-human-intelligence/</loc></url>
<url><loc>https://toloka.ai/blog/evolution-of-toloka/</loc></url>
<url><loc>https://toloka.ai/blog/ai-text-detection/</loc></url>
<url><loc>https://toloka.ai/blog/domain-experts/</loc></url>
<url><loc>https://toloka.ai/blog/ai-detection/</loc></url>
<url><loc>https://toloka.ai/blog/soc-2/</loc></url>
<url><loc>https://toloka.ai/blog/inter-rater-reliablility/</loc></url>
<url><loc>https://toloka.ai/blog/transformer-architecture/</loc></url>
<url><loc>https://toloka.ai/blog/ai-agents/</loc></url>
<url><loc>https://toloka.ai/blog/agi-vs-other-ai/</loc></url>
<url><loc>https://toloka.ai/blog/llm-ops/</loc></url>
<url><loc>https://toloka.ai/blog/q-star/</loc></url>
<url><loc>https://toloka.ai/blog/agi-a-way-to-smarter-machines/</loc></url>
<url><loc>https://toloka.ai/blog/open-data/</loc></url>
<url><loc>https://toloka.ai/blog/transfer-learning/</loc></url>
<url><loc>https://toloka.ai/blog/red-teaming/</loc></url>
<url><loc>https://toloka.ai/blog/domain-specific-llm/</loc></url>
<url><loc>https://toloka.ai/blog/knowledge-distillation/</loc></url>
<url><loc>https://toloka.ai/blog/low-resource-languages/</loc></url>
<url><loc>https://toloka.ai/blog/developing-llms-that-are-helpful-truthful-and-harmless/</loc></url>
<url><loc>https://toloka.ai/blog/crafting-your-own-synthetic-data-pipeline-for-sft/</loc></url>
<url><loc>https://toloka.ai/blog/understanding-the-difference-between-labeled-and-unlabeled-data/</loc></url>
<url><loc>https://toloka.ai/blog/how-to-enhance-llm-evaluation-for-responsible-ai/</loc></url>
<url><loc>https://toloka.ai/blog/llm-for-code-generation/</loc></url>
<url><loc>https://toloka.ai/blog/constitutional-ai-explained/</loc></url>
<url><loc>https://toloka.ai/blog/prefix-tuning-vs-fine-tuning/</loc></url>
<url><loc>https://toloka.ai/blog/when-to-implement-rlaif-instead-of-rlhf-for-building-your-llm/</loc></url>
<url><loc>https://toloka.ai/blog/active-reinforcement-learning-vs-passive-reinforcement-learning/</loc></url>
<url><loc>https://toloka.ai/blog/unveiling-the-cornerstone-of-ai-projects/</loc></url>
<url><loc>https://toloka.ai/blog/unveiling-the-dynamics/</loc></url>
<url><loc>https://toloka.ai/blog/large-action-models/</loc></url>
<url><loc>https://toloka.ai/blog/mixture-of-experts-approach-for-llms/</loc></url>
<url><loc>https://toloka.ai/blog/peft-for-editing/</loc></url>
<url><loc>https://toloka.ai/blog/decoding-image-labeling/</loc></url>
<url><loc>https://toloka.ai/blog/synthetic-data/</loc></url>
<url><loc>https://toloka.ai/blog/supervised-fine-tuning/</loc></url>
<url><loc>https://toloka.ai/blog/pre-training-in-llm-development/</loc></url>
<url><loc>https://toloka.ai/blog/ai-in-love/</loc></url>
<url><loc>https://toloka.ai/blog/direct-preference-optimization/</loc></url>
<url><loc>https://toloka.ai/blog/retrieval-augmented-generation/</loc></url>
<url><loc>https://toloka.ai/blog/proximal-policy-optimization/</loc></url>
<url><loc>https://toloka.ai/blog/rlhf-for-honest-ai/</loc></url>
<url><loc>https://toloka.ai/blog/annotation-vs-labeling/</loc></url>
<url><loc>https://toloka.ai/blog/lead-classification-system/</loc></url>
<url><loc>https://toloka.ai/blog/dating-site-moderation/</loc></url>
<url><loc>https://toloka.ai/blog/eightify-case/</loc></url>
<url><loc>https://toloka.ai/blog/perplexity-case/</loc></url>
<url><loc>https://toloka.ai/blog/chatfuel-case/</loc></url>
<url><loc>https://toloka.ai/blog/ai-trainers-in-llm-development/</loc></url>
<url><loc>https://toloka.ai/blog/spoke-case/</loc></url>
<url><loc>https://toloka.ai/blog/finding-moderation-solutions/</loc></url>
<url><loc>https://toloka.ai/blog/content-moderation/</loc></url>
<url><loc>https://toloka.ai/blog/meet-the-experts/</loc></url>
<url><loc>https://toloka.ai/blog/llm-leaderboard/</loc></url>
<url><loc>https://toloka.ai/blog/hepsiburada-case/</loc></url>
<url><loc>https://toloka.ai/blog/generative-ai-examples-and-use-cases-in-business/</loc></url>
<url><loc>https://toloka.ai/blog/creative-writing-prompts-for-llms/</loc></url>
<url><loc>https://toloka.ai/blog/llms-and-humans-for-data-labeling/</loc></url>
<url><loc>https://toloka.ai/blog/content-moderation-services/</loc></url>
<url><loc>https://toloka.ai/blog/learn-to-unlearn/</loc></url>
<url><loc>https://toloka.ai/blog/chess-experiment/</loc></url>
<url><loc>https://toloka.ai/blog/coupon-collection-for-browser-development/</loc></url>
<url><loc>https://toloka.ai/blog/ai-assisted-data-labeling-with-human-expertise/</loc></url>
<url><loc>https://toloka.ai/blog/llms-optimization-techniques/</loc></url>
<url><loc>https://toloka.ai/blog/generative-ai-for-coding/</loc></url>
<url><loc>https://toloka.ai/blog/tech-spec-for-your-own-llm/</loc></url>
<url><loc>https://toloka.ai/blog/automated-data-labeling-with-llms/</loc></url>
<url><loc>https://toloka.ai/blog/multimodal-models/</loc></url>
<url><loc>https://toloka.ai/blog/lora-models/</loc></url>
<url><loc>https://toloka.ai/blog/collecting-a-diverse-dataset-for-apparel-sizing-cv-model/</loc></url>
<url><loc>https://toloka.ai/blog/generative-ai-market-and-landscape/</loc></url>
<url><loc>https://toloka.ai/blog/the-future-of-generative-ai/</loc></url>
<url><loc>https://toloka.ai/blog/searching-for-a-prompt-engineer-with-10-years-of-experience/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-moderation-for-dating-platforms/</loc></url>
<url><loc>https://toloka.ai/blog/boosting-revenue-via-dsat/</loc></url>
<url><loc>https://toloka.ai/blog/generative-ai/</loc></url>
<url><loc>https://toloka.ai/blog/innovation-or-disruption-the-role-of-llms-in-shaping-education/</loc></url>
<url><loc>https://toloka.ai/blog/claim-check-worthiness-in-podcasts/</loc></url>
<url><loc>https://toloka.ai/blog/throwing-a-cat-among-the-pigeons-augmenting-human-computation-with-large-language-models/</loc></url>
<url><loc>https://toloka.ai/blog/public-messages-content-moderation-in-social-media/</loc></url>
<url><loc>https://toloka.ai/blog/how-generative-ai-works/</loc></url>
<url><loc>https://toloka.ai/blog/offline-evaluation/</loc></url>
<url><loc>https://toloka.ai/blog/experiment-generative-attributes-case-study/</loc></url>
<url><loc>https://toloka.ai/blog/geoservices-case-study/</loc></url>
<url><loc>https://toloka.ai/blog/automated-content-moderation/</loc></url>
<url><loc>https://toloka.ai/blog/ai-tutors/</loc></url>
<url><loc>https://toloka.ai/blog/fact-checking-llm-generated-content/</loc></url>
<url><loc>https://toloka.ai/blog/labelling-with-llms/</loc></url>
<url><loc>https://toloka.ai/blog/evaluating-llms/</loc></url>
<url><loc>https://toloka.ai/blog/text-classification-on-extra-small-datasets/</loc></url>
<url><loc>https://toloka.ai/blog/automated-data-labeling-with-ml/</loc></url>
<url><loc>https://toloka.ai/blog/voice-assistant-training/</loc></url>
<url><loc>https://toloka.ai/blog/improving-text-to-image-models-by-prompt-engineering-with-rlhf/</loc></url>
<url><loc>https://toloka.ai/blog/photo-moderation-taxi/</loc></url>
<url><loc>https://toloka.ai/blog/sentiment-analysis-features/</loc></url>
<url><loc>https://toloka.ai/blog/content-moderation-with-ai/</loc></url>
<url><loc>https://toloka.ai/blog/how-llms-are-trained/</loc></url>
<url><loc>https://toloka.ai/blog/benefits-of-content-moderation-outsourcing/</loc></url>
<url><loc>https://toloka.ai/blog/how-llm-works/</loc></url>
<url><loc>https://toloka.ai/blog/character-recognition/</loc></url>
<url><loc>https://toloka.ai/blog/optimizing-moderation-of-user-generated-content/</loc></url>
<url><loc>https://toloka.ai/blog/improving-translation-quality/</loc></url>
<url><loc>https://toloka.ai/blog/ai-photo-recognition/</loc></url>
<url><loc>https://toloka.ai/blog/automatic-data-annotation/</loc></url>
<url><loc>https://toloka.ai/blog/audio-annotation-purpose-and-techniques/</loc></url>
<url><loc>https://toloka.ai/blog/training-large-language-models-101/</loc></url>
<url><loc>https://toloka.ai/blog/global-survey-2023/</loc></url>
<url><loc>https://toloka.ai/blog/text-classification-architecture/</loc></url>
<url><loc>https://toloka.ai/blog/video-annotation/</loc></url>
<url><loc>https://toloka.ai/blog/ml-platform/</loc></url>
<url><loc>https://toloka.ai/blog/bigcode-project/</loc></url>
<url><loc>https://toloka.ai/blog/rlhf-ai/</loc></url>
<url><loc>https://toloka.ai/blog/3d-scenes-reconstruction/</loc></url>
<url><loc>https://toloka.ai/blog/machine-learning-tagging-text/</loc></url>
<url><loc>https://toloka.ai/blog/image-annotation-outsourcing/</loc></url>
<url><loc>https://toloka.ai/blog/toloka-smart-devices/</loc></url>
<url><loc>https://toloka.ai/blog/biases-in-ai/</loc></url>
<url><loc>https://toloka.ai/blog/supervised-machine-learning-labeled-data/</loc></url>
<url><loc>https://toloka.ai/blog/noise-robustness/</loc></url>
<url><loc>https://toloka.ai/blog/text-mining-and-sentiment-analysis/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-image-recognition-used-for/</loc></url>
<url><loc>https://toloka.ai/blog/choosing-architecture-for-text-classification/</loc></url>
<url><loc>https://toloka.ai/blog/data-annotation-services/</loc></url>
<url><loc>https://toloka.ai/blog/taboola/</loc></url>
<url><loc>https://toloka.ai/blog/labelled-data-vs-unlabelled-data/</loc></url>
<url><loc>https://toloka.ai/blog/machine-learning-labels-and-features/</loc></url>
<url><loc>https://toloka.ai/blog/artificial-intelligence-image-recognition/</loc></url>
<url><loc>https://toloka.ai/blog/data-labeling-outsourcing/</loc></url>
<url><loc>https://toloka.ai/blog/hand-character-recognition/</loc></url>
<url><loc>https://toloka.ai/blog/how-to-create-a-dataset/</loc></url>
<url><loc>https://toloka.ai/blog/sound-recognition-technology/</loc></url>
<url><loc>https://toloka.ai/blog/image-annotation-types/</loc></url>
<url><loc>https://toloka.ai/blog/case-study-aliexpress-moderation-challenges-of-multicultural-operations/</loc></url>
<url><loc>https://toloka.ai/blog/calculating-evaluation-metrics-for-a-voice-assistant/</loc></url>
<url><loc>https://toloka.ai/blog/video-labeling-for-machine-learning/</loc></url>
<url><loc>https://toloka.ai/blog/neurips-2022/</loc></url>
<url><loc>https://toloka.ai/blog/semantic-segmentation-labeling/</loc></url>
<url><loc>https://toloka.ai/blog/how-to-annotate-language-data/</loc></url>
<url><loc>https://toloka.ai/blog/data-labeling-methods/</loc></url>
<url><loc>https://toloka.ai/blog/how-does-text-recognition-work/</loc></url>
<url><loc>https://toloka.ai/blog/iso-certification/</loc></url>
<url><loc>https://toloka.ai/blog/how-does-image-recognition-work/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-image-labeling/</loc></url>
<url><loc>https://toloka.ai/blog/best-stable-diffusion-prompts/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-sentiment-analysis/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-text-annotation/</loc></url>
<url><loc>https://toloka.ai/blog/what-does-a-data-annotator-do/</loc></url>
<url><loc>https://toloka.ai/blog/what-is-data-labeling-in-machine-learning-and-how-it-works/</loc></url>
<url><loc>https://toloka.ai/blog/data-mapping/</loc></url>
<url><loc>https://toloka.ai/blog/ml-value-chain-landscape/</loc></url>
<url><loc>https://toloka.ai/blog/face-blurring/</loc></url>
<url><loc>https://toloka.ai/blog/quality-evaluation/</loc></url>
<url><loc>https://toloka.ai/blog/data-protection/</loc></url>
<url><loc>https://toloka.ai/blog/reinforcement-learning/</loc></url>
<url><loc>https://toloka.ai/blog/voice-assistant-case/</loc></url>
<url><loc>https://toloka.ai/blog/tolokers-global-survey-2022/</loc></url>
<url><loc>https://toloka.ai/blog/ecommerce-price-matching/</loc></url>
<url><loc>https://toloka.ai/blog/iso-27001-certification/</loc></url>
<url><loc>https://toloka.ai/blog/content-moderation-efficiency/</loc></url>
<url><loc>https://toloka.ai/blog/toloker-stories-3/</loc></url>
<url><loc>https://toloka.ai/blog/icml-2021/</loc></url>
<url><loc>https://toloka.ai/blog/case-study-aliexpress/</loc></url>
<url><loc>https://toloka.ai/blog/case-study-japan/</loc></url>
<url><loc>https://toloka.ai/blog/toloker-stories-2/</loc></url>
<url><loc>https://toloka.ai/blog/waste-management/</loc></url>
<url><loc>https://toloka.ai/blog/toloker-stories/</loc></url>
<url><loc>https://toloka.ai/blog/new-identity/</loc></url>
<url><loc>https://toloka.ai/blog/six-papers-from-neurips/</loc></url>
<url><loc>https://toloka.ai/blog/liza-alert-project/</loc></url>
<url><loc>https://toloka.ai/blog/tolokers/</loc></url>
<url><loc>https://toloka.ai/blog/self-drive-technology/</loc></url>
<url><loc>https://toloka.ai/blog/chatbot/</loc></url>
<url><loc>https://toloka.ai/blog/deephd/</loc></url>
<url><loc>https://toloka.ai/blog/sm-monitoring/</loc></url>
<url><loc>https://toloka.ai/events/iclr-2026</loc></url>
<url><loc>https://toloka.ai/events/neurips</loc></url>
<url><loc>https://toloka.ai/events/emnlp</loc></url>
<url><loc>https://toloka.ai/events/data-for-ai-agents-rl-gyms-and-virtual-environments</loc></url>
<url><loc>https://toloka.ai/events/colm</loc></url>
<url><loc>https://toloka.ai/events/ai-and-big-data-expo-europe</loc></url>
<url><loc>https://toloka.ai/events/ai4</loc></url>
<url><loc>https://toloka.ai/events/siggraph</loc></url>
<url><loc>https://toloka.ai/events/acl</loc></url>
<url><loc>https://toloka.ai/events/icml</loc></url>
<url><loc>https://toloka.ai/events/building-ai-agents-that-actually-work</loc></url>
<url><loc>https://toloka.ai/events/cvpr</loc></url>
<url><loc>https://toloka.ai/events/viva-technology</loc></url>
<url><loc>https://toloka.ai/events/naacl</loc></url>
<url><loc>https://toloka.ai/events/iclr</loc></url>
<url><loc>https://toloka.ai/events/multilingual-models</loc></url>
<url><loc>https://toloka.ai/events/gtc-nvidia</loc></url>
<url><loc>https://toloka.ai/events/advancing-mathematical-reasoning-in-llms</loc></url>
<url><loc>https://toloka.ai/events/ai-and-big-data-expo-global</loc></url>
<url><loc>https://toloka.ai/events/ai-everything-global</loc></url>
<url><loc>https://toloka.ai/events/toloka-ai-coling-2025-human-w-llm-tutorial</loc></url>
<url><loc>https://toloka.ai/events/neurips-2024</loc></url>
<url><loc>https://toloka.ai/events/navigating-post-training-for-coding-llms</loc></url>
<url><loc>https://toloka.ai/events/responsible-ai-webinar</loc></url>
<url><loc>https://toloka.ai/events/aligning-llms-to-low-resource-languages</loc></url>
<url><loc>https://toloka.ai/events/neurips-2023</loc></url>
<url><loc>https://toloka.ai/events/gitex-2023</loc></url>
<url><loc>https://toloka.ai/events/big-data-asia</loc></url>
<url><loc>https://toloka.ai/events/beyond-buzzwords</loc></url>
<url><loc>https://toloka.ai/events/ecommerce-expo-uk</loc></url>
<url><loc>https://toloka.ai/events/paris-retail-week</loc></url>
<url><loc>https://toloka.ai/events/ai4-2023</loc></url>
<url><loc>https://toloka.ai/events/deliver-europe-2023</loc></url>
<url><loc>https://toloka.ai/events/data-innovation-nordics</loc></url>
<url><loc>https://toloka.ai/events/human-ai-collaborations</loc></url>
<url><loc>https://toloka.ai/events/ecir-tutorial-2023</loc></url>
<url><loc>https://toloka.ai/events/retail-week-2023</loc></url>
<url><loc>https://toloka.ai/events/responsible-ai</loc></url>
<url><loc>https://toloka.ai/events/wsdm-2023</loc></url>
<url><loc>https://toloka.ai/events/developer-week-2023</loc></url>
<url><loc>https://toloka.ai/events/ai-week-2023</loc></url>
<url><loc>https://toloka.ai/events/content-moderation</loc></url>
</urlset>