{"id":47365,"topic":"ai","source":"calcalistech.com","title":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round - calcalistech.com","url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","url_hash":"cb9201288cffedc37655a7402a92a8f689d55e14","author":"","summary":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round calcalistech.com","content":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy.\nIsraeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.\nThe round was led by Index Ventures and Ribbit Capital, with participation from Conviction Partners and technology executives and researchers from companies including OpenAI, Anthropic, Thinking Machines, xAI and Cognition.\nFounded less than a year ago by CEO Jonathan Jacobi and CTO Gal Niv, Enigma is developing foundation AI models for robots, alongside software and interfaces designed to make robotic systems easier to deploy and operate.\nJacobi and Niv served together in Israel’s Unit 8200 military intelligence technology unit. Jacobi previously worked at Microsoft and Check Point and focused on cybersecurity research and AI-driven systems. Niv worked on advanced cybersecurity and technology projects and became one of the youngest cyber operations managers in Unit 8200.\nThe founders said their experience working on complex cybersecurity and AI systems shaped their view that robotics would become the next major frontier for artificial intelligence.\nThe company said its goal is to build an AI layer that can power different types of robots and reduce the engineering work currently required to adapt robotic systems for specific environments and tasks.\n“AI’s next chapter is moving beyond chatbots and screens into systems that can understand, adapt to, and operate in the physical world,” Jacobi said.\nWhile AI systems have advanced rapidly in areas such as language, coding and image generation, applying AI to the physical world remains a major technological challenge.\nMost robotic systems today require significant customization, manual data collection and engineering resources before they can operate reliably outside controlled environments.\nEnigma said it has developed new approaches for training AI models for robotics that reduce the need for large amounts of manually collected physical data and allow intelligent systems to operate across different robots and environments.\nThe company is also developing interfaces that allow users to interact with robots without requiring specialized technical knowledge.\n“No matter how good robots get, if they aren’t intuitive enough, not enough people will use them,” Jacobi said.\nThe funding round reflects growing investor interest in physical AI, a sector that has attracted significant capital as companies search for the next major application of artificial intelligence.\nEnigma said it will use the new funding to expand its AI research and engineering teams, increase computing infrastructure and GPU capacity, and accelerate development of its robotics software platform.\nThe company is already working with partners in industries including entertainment, retail and healthcare, and plans to expand deployments across additional robotic environments.\nAs part of its launch, Enigma plans to introduce a public platform allowing users to interact with AI-powered robots remotely in real time.\nThe system will allow users to control robots, interact with physical objects and test how AI models interpret and respond to human instructions.\nThe company said the project will also help it gather insights into how people naturally interact with robotic systems and use that information to improve its models and interfaces.","image_url":"https://pic1.calcalist.co.il/picserver3/crop_images/2026/07/27/Hyf47kBrGx/Hyf47kBrGx_0_82_2007_1130_0_large.jpg","lang":"en","published_at":"2026-07-27T14:00:00+00:00","fetched_at":"2026-07-27T18:15:04+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy. Israeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 3670 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":3670,"summary_length":475,"usable_text_length":3670,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":3670,"summary_length":475}},"news_item":{"id":47365,"canonical_url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","source_url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","title":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round - calcalistech.com","source_name":"calcalistech.com","author":null,"published_at":"2026-07-27T14:00:00+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round calcalistech.com","full_text":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy.\nIsraeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.\nThe round was led by Index Ventures and Ribbit Capital, with participation from Conviction Partners and technology executives and researchers from companies including OpenAI, Anthropic, Thinking Machines, xAI and Cognition.\nFounded less than a year ago by CEO Jonathan Jacobi and CTO Gal Niv, Enigma is developing foundation AI models for robots, alongside software and interfaces designed to make robotic systems easier to deploy and operate.\nJacobi and Niv served together in Israel’s Unit 8200 military intelligence technology unit. Jacobi previously worked at Microsoft and Check Point and focused on cybersecurity research and AI-driven systems. Niv worked on advanced cybersecurity and technology projects and became one of the youngest cyber operations managers in Unit 8200.\nThe founders said their experience working on complex cybersecurity and AI systems shaped their view that robotics would become the next major frontier for artificial intelligence.\nThe company said its goal is to build an AI layer that can power different types of robots and reduce the engineering work currently required to adapt robotic systems for specific environments and tasks.\n“AI’s next chapter is moving beyond chatbots and screens into systems that can understand, adapt to, and operate in the physical world,” Jacobi said.\nWhile AI systems have advanced rapidly in areas such as language, coding and image generation, applying AI to the physical world remains a major technological challenge.\nMost robotic systems today require significant customization, manual data collection and engineering resources before they can operate reliably outside controlled environments.\nEnigma said it has developed new approaches for training AI models for robotics that reduce the need for large amounts of manually collected physical data and allow intelligent systems to operate across different robots and environments.\nThe company is also developing interfaces that allow users to interact with robots without requiring specialized technical knowledge.\n“No matter how good robots get, if they aren’t intuitive enough, not enough people will use them,” Jacobi said.\nThe funding round reflects growing investor interest in physical AI, a sector that has attracted significant capital as companies search for the next major application of artificial intelligence.\nEnigma said it will use the new funding to expand its AI research and engineering teams, increase computing infrastructure and GPU capacity, and accelerate development of its robotics software platform.\nThe company is already working with partners in industries including entertainment, retail and healthcare, and plans to expand deployments across additional robotic environments.\nAs part of its launch, Enigma plans to introduce a public platform allowing users to interact with AI-powered robots remotely in real time.\nThe system will allow users to control robots, interact with physical objects and test how AI models interpret and respond to human instructions.\nThe company said the project will also help it gather insights into how people naturally interact with robotic systems and use that information to improve its models and interfaces.","excerpt":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy. Israeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 3670 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.calcalistech.com/ctechnews/article/h1tdxjhrgx","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 3670 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":3670,"summary_length":475,"usable_text_length":3670,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":3670,"summary_length":475}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round - calcalistech.com","url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","summary":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy. Israeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.","source":"calcalistech.com","date":"2026-07-27T14:00:00+00:00","content":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy.\nIsraeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.\nThe round was led by Index Ventures and Ribbit Capital, with participation from Conviction Partners and technology executives and researchers from companies including OpenAI, Anthropic, Thinking Machines, xAI and Cognition.\nFounded less than a year ago by CEO Jonathan Jacobi and CTO Gal Niv, Enigma is developing foundation AI models for robots, alongside software and interfaces designed to make robotic systems easier to deploy and operate.\nJacobi and Niv served together in Israel’s Unit 8200 military intelligence technology unit. Jacobi previously worked at Microsoft and Check Point and focused on cybersecurity research and AI-driven systems. Niv worked on advanced cybersecurity and technology projects and became one of the youngest cyber operations managers in Unit 8200.\nThe founders said their experience working on complex cybersecurity and AI systems shaped their view that robotics would become the next major frontier for artificial intelligence.\nThe company said its goal is to build an AI layer that can power different types of robots and reduce the engineering work currently required to adapt robotic systems for specific environments and tasks.\n“AI’s next chapter is moving beyond chatbots and screens into systems that can understand, adapt to, and operate in the physical world,” Jacobi said.\nWhile AI systems have advanced rapidly in areas such as language, coding and image generation, applying AI to the physical world remains a major technological challenge.\nMost robotic systems today require significant customization, manual data collection and engineering resources before they can operate reliably outside controlled environments.\nEnigma said it has developed new approaches for training AI models for robotics that reduce the need for large amounts of manually collected physical data and allow intelligent systems to operate across different robots and environments.\nThe company is also developing interfaces that allow users to interact with robots without requiring specialized technical knowledge.\n“No matter how good robots get, if they aren’t intuitive enough, not enough people will use them,” Jacobi said.\nThe funding round reflects growing investor interest in physical AI, a sector that has attracted significant capital as companies search for the next major application of artificial intelligence.\nEnigma said it will use the new funding to expand its AI research and engineering teams, increase computing infrastructure and GPU capacity, and accelerate development of its robotics software platform.\nThe company is already working with partners in industries including entertainment, retail and healthcare, and plans to expand deployments across additional robotic environments.\nAs part of its launch, Enigma plans to introduce a public platform allowing users to interact with AI-powered robots remotely in real time.\nThe system will allow users to control robots, interact with physical objects and test how AI models interpret and respond to human instructions.\nThe company said the project will also help it gather insights into how people naturally interact with robotic systems and use that information to improve its models and interfaces.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.calcalistech.com/ctechnews/article/h1tdxjhrgx","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 3670 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 3670 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":3670,"summary_length":475,"usable_text_length":3670,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":3670,"summary_length":475}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/47365","export_markdown":"/api/items/47365/export?format=markdown","export_json":"/api/items/47365/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.calcalistech.com/ctechnews/article/h1tdxjhrgx"},"formats":{"full":{"id":47365,"title":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round - calcalistech.com","url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","source":"calcalistech.com","author":null,"published_at":"2026-07-27T14:00:00+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy. Israeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.","full_text":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy.\nIsraeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.\nThe round was led by Index Ventures and Ribbit Capital, with participation from Conviction Partners and technology executives and researchers from companies including OpenAI, Anthropic, Thinking Machines, xAI and Cognition.\nFounded less than a year ago by CEO Jonathan Jacobi and CTO Gal Niv, Enigma is developing foundation AI models for robots, alongside software and interfaces designed to make robotic systems easier to deploy and operate.\nJacobi and Niv served together in Israel’s Unit 8200 military intelligence technology unit. Jacobi previously worked at Microsoft and Check Point and focused on cybersecurity research and AI-driven systems. Niv worked on advanced cybersecurity and technology projects and became one of the youngest cyber operations managers in Unit 8200.\nThe founders said their experience working on complex cybersecurity and AI systems shaped their view that robotics would become the next major frontier for artificial intelligence.\nThe company said its goal is to build an AI layer that can power different types of robots and reduce the engineering work currently required to adapt robotic systems for specific environments and tasks.\n“AI’s next chapter is moving beyond chatbots and screens into systems that can understand, adapt to, and operate in the physical world,” Jacobi said.\nWhile AI systems have advanced rapidly in areas such as language, coding and image generation, applying AI to the physical world remains a major technological challenge.\nMost robotic systems today require significant customization, manual data collection and engineering resources before they can operate reliably outside controlled environments.\nEnigma said it has developed new approaches for training AI models for robotics that reduce the need for large amounts of manually collected physical data and allow intelligent systems to operate across different robots and environments.\nThe company is also developing interfaces that allow users to interact with robots without requiring specialized technical knowledge.\n“No matter how good robots get, if they aren’t intuitive enough, not enough people will use them,” Jacobi said.\nThe funding round reflects growing investor interest in physical AI, a sector that has attracted significant capital as companies search for the next major application of artificial intelligence.\nEnigma said it will use the new funding to expand its AI research and engineering teams, increase computing infrastructure and GPU capacity, and accelerate development of its robotics software platform.\nThe company is already working with partners in industries including entertainment, retail and healthcare, and plans to expand deployments across additional robotic environments.\nAs part of its launch, Enigma plans to introduce a public platform allowing users to interact with AI-powered robots remotely in real time.\nThe system will allow users to control robots, interact with physical objects and test how AI models interpret and respond to human instructions.\nThe company said the project will also help it gather insights into how people naturally interact with robotic systems and use that information to improve its models and interfaces.","reading_time_min":3,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 3670 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.calcalistech.com/ctechnews/article/h1tdxjhrgx","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 3670 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":3670,"summary_length":475,"usable_text_length":3670,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":3670,"summary_length":475}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 3670 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":3670,"summary_length":475,"usable_text_length":3670,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":3670,"summary_length":475}},"actions":{"read":"/item/47365","export_markdown":"/api/items/47365/export?format=markdown","export_json":"/api/items/47365/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.calcalistech.com/ctechnews/article/h1tdxjhrgx"}},"digest":{"id":47365,"title":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round - calcalistech.com","url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","source":"calcalistech.com","topic":"ai","published_at":"2026-07-27T14:00:00+00:00","excerpt":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round Founded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy. Israeli startup Enigma has emerged from stealth…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 3670 characters.","reading_time_min":3,"cluster_id":null},"card":{"display_title":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round - calcalistech.com","subtitle":"calcalistech.com · 2026-07-27","summary":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round Founded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier…","badges":["quality:high"],"links":{"read":"/item/47365","original":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","diagnose":"/api/diagnose?url=https%3A//www.calcalistech.com/ctechnews/article/h1tdxjhrgx"},"quality_warning":null},"export":{"title":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round - calcalistech.com","url":"https://www.calcalistech.com/ctechnews/article/h1tdxjhrgx","summary":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy. Israeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.","source":"calcalistech.com","date":"2026-07-27T14:00:00+00:00","content":"Israeli AI robotics startup Enigma emerges from stealth with $71 million Seed round\nFounded by former Unit 8200 researchers, Enigma is developing foundation AI models designed to make robots more intelligent and easier to deploy.\nIsraeli startup Enigma has emerged from stealth with a $71 million Seed funding round to develop artificial intelligence technology for robots, as investors increasingly focus on the challenge of bringing AI capabilities into the physical world.\nThe round was led by Index Ventures and Ribbit Capital, with participation from Conviction Partners and technology executives and researchers from companies including OpenAI, Anthropic, Thinking Machines, xAI and Cognition.\nFounded less than a year ago by CEO Jonathan Jacobi and CTO Gal Niv, Enigma is developing foundation AI models for robots, alongside software and interfaces designed to make robotic systems easier to deploy and operate.\nJacobi and Niv served together in Israel’s Unit 8200 military intelligence technology unit. Jacobi previously worked at Microsoft and Check Point and focused on cybersecurity research and AI-driven systems. Niv worked on advanced cybersecurity and technology projects and became one of the youngest cyber operations managers in Unit 8200.\nThe founders said their experience working on complex cybersecurity and AI systems shaped their view that robotics would become the next major frontier for artificial intelligence.\nThe company said its goal is to build an AI layer that can power different types of robots and reduce the engineering work currently required to adapt robotic systems for specific environments and tasks.\n“AI’s next chapter is moving beyond chatbots and screens into systems that can understand, adapt to, and operate in the physical world,” Jacobi said.\nWhile AI systems have advanced rapidly in areas such as language, coding and image generation, applying AI to the physical world remains a major technological challenge.\nMost robotic systems today require significant customization, manual data collection and engineering resources before they can operate reliably outside controlled environments.\nEnigma said it has developed new approaches for training AI models for robotics that reduce the need for large amounts of manually collected physical data and allow intelligent systems to operate across different robots and environments.\nThe company is also developing interfaces that allow users to interact with robots without requiring specialized technical knowledge.\n“No matter how good robots get, if they aren’t intuitive enough, not enough people will use them,” Jacobi said.\nThe funding round reflects growing investor interest in physical AI, a sector that has attracted significant capital as companies search for the next major application of artificial intelligence.\nEnigma said it will use the new funding to expand its AI research and engineering teams, increase computing infrastructure and GPU capacity, and accelerate development of its robotics software platform.\nThe company is already working with partners in industries including entertainment, retail and healthcare, and plans to expand deployments across additional robotic environments.\nAs part of its launch, Enigma plans to introduce a public platform allowing users to interact with AI-powered robots remotely in real time.\nThe system will allow users to control robots, interact with physical objects and test how AI models interpret and respond to human instructions.\nThe company said the project will also help it gather insights into how people naturally interact with robotic systems and use that information to improve its models and interfaces.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.calcalistech.com/ctechnews/article/h1tdxjhrgx","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 3670 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 3670 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":3670,"summary_length":475,"usable_text_length":3670,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":3670,"summary_length":475}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}