{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Writing: Insights from ai-PULSE 2025: Building Toward Embodied AI","description":"Scaleway writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac","json_url":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac/signal.json","generated_at":"2026-06-07T21:14:53.786408+00:00","org":{"slug":"scaleway","name":"Scaleway","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/scaleway","dossier_json_url":"https://onlylabs.fyi/labs/scaleway/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac","signal_json":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac/signal.json","source":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","lab_dossier":"https://onlylabs.fyi/labs/scaleway","lab_dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis":"https://onlylabs.fyi/analysis/scaleway","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Scaleway published Insights from ai-PULSE 2025: Building Toward Embodied AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Conference insights, not a major release · Insights from ai-PULSE 2025: Building Toward Embodied AI Build • Maxime Eyraud • 30/03/26 • 6 min read For decades, robotics promised intelligent machines. In 2025, that.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","source_host":"scaleway.com","occurred_at":"2026-03-30T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Scaleway","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"scaleway.com","source":"source"},{"label":"Author","value":"Maxime Eyraud","source":"source"},{"label":"Notability","value":"Conference insights, not a major release","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:14:53.786408+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac/signal.json","dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac/signal.json","required":true},{"label":"source","url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/scaleway/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/scaleway/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Scaleway's writing signal \"Insights from ai-PULSE 2025: Building Toward Embodied AI\" for neocloud strategy."},"semantic_triples":[{"subject":"Scaleway","predicate":"published","object":"Insights from ai-PULSE 2025: Building Toward Embodied AI","text":"Scaleway published Insights from ai-PULSE 2025: Building Toward Embodied AI."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"is classified as","object":"writing signal","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI is classified as writing signal."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"belongs to","object":"talking desk","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI belongs to talking desk."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has evidence coverage 1 captured evidence page."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has captured page count","object":"1","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has captured page count 1."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has readable page count","object":"1","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has readable page count 1."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has related signal count","object":"6","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has related signal count 6."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has source host","object":"scaleway.com","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has source host scaleway.com."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has lab","object":"Scaleway","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has lab Scaleway."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has signal desk","object":"talking","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has signal desk talking."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has source host","object":"scaleway.com","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has source host scaleway.com."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has author","object":"Maxime Eyraud","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has author Maxime Eyraud."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has notability","object":"Conference insights, not a major release","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has notability Conference insights, not a major release."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has watch term","object":"RL environments","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has watch term RL environments."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has watch term","object":"Model card","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has watch term Model card."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has watch term","object":"Infrastructure","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"Scaleway published Insights from ai-PULSE 2025: Building Toward Embodied AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Conference insights, not a major release · Insights from ai-PULSE 2025: Building Toward Embodied AI Build • Maxime Eyraud • 30/03/26 • 6 min read For decades, robotics promised intelligent machines. In 2025, that.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Scaleway","predicate":"published","object":"Insights from ai-PULSE 2025: Building Toward Embodied AI","text":"Scaleway published Insights from ai-PULSE 2025: Building Toward Embodied AI."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"is classified as","object":"writing signal","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI is classified as writing signal."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"belongs to","object":"talking desk","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI belongs to talking desk."},{"subject":"Insights from ai-PULSE 2025: Building Toward Embodied AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Insights from ai-PULSE 2025: Building Toward Embodied AI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9938135a-fa97-4e64-bfcc-f27c3fe008ac","url":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac","json_url":"https://onlylabs.fyi/signals/9938135a-fa97-4e64-bfcc-f27c3fe008ac/signal.json","source_url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","title":"Insights from ai-PULSE 2025: Building Toward Embodied AI","summary":"Scaleway published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-03-30T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","final_url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","title":"Insights from ai-PULSE 2025: Building Toward Embodied AI","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:53.786408+00:00","bytes":164316,"raw_path":"6521c0f09fc565e09e40c9ec6bfccd64f8a855126ae0eab4b23d6136987fa3f3.html","content_hash":"8a0cf3e3ab7eb2da64dc2bfbbb25528186d8de544cc8c589ea9c5ebe625e678d","excerpt_chars":1200,"truncated":true,"excerpt":"Insights from ai-PULSE 2025: Building Toward Embodied AI Build • Maxime Eyraud • 30/03/26 • 6 min read For decades, robotics promised intelligent machines. In 2025, that promise is starting to materialize. At ai-PULSE 2025 , robotics emerged as one of the clearest signals that foundation models are escaping the lab and entering the physical world . Advances in perception, reasoning, and multimodal interaction are turning decades of research into deployable systems — not just in factories, but in hospitals, public spaces, and everyday environments. Across keynotes and live demonstrations, founders and CTOs explored what it takes to move from impressive demos to reliable, general-purpose machines: hybrid cloud-edge architectures, long-horizon robustness, dexterity, safety, and emotional intelligence by design. This article distills the main lessons from these sessions — and examines how Europe is positioning itself to build the next generation of embodied AI. From Foundation Models to Real-World Actions Jean-Baptiste Kempf, CTO, Scaleway Firas Abi Farraj, CTO, Enchanted Tools Grégoire Linard, CTO, Enchanted Tools This panel examined how recent AI advances are finally turning..."},"evidence_pages":[{"url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","final_url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-robotics/","title":"Insights from ai-PULSE 2025: Building Toward Embodied AI","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:53.786408+00:00","bytes":164316,"raw_path":"6521c0f09fc565e09e40c9ec6bfccd64f8a855126ae0eab4b23d6136987fa3f3.html","content_hash":"8a0cf3e3ab7eb2da64dc2bfbbb25528186d8de544cc8c589ea9c5ebe625e678d","excerpt_chars":1200,"truncated":true,"excerpt":"Insights from ai-PULSE 2025: Building Toward Embodied AI Build • Maxime Eyraud • 30/03/26 • 6 min read For decades, robotics promised intelligent machines. In 2025, that promise is starting to materialize. At ai-PULSE 2025 , robotics emerged as one of the clearest signals that foundation models are escaping the lab and entering the physical world . Advances in perception, reasoning, and multimodal interaction are turning decades of research into deployable systems — not just in factories, but in hospitals, public spaces, and everyday environments. Across keynotes and live demonstrations, founders and CTOs explored what it takes to move from impressive demos to reliable, general-purpose machines: hybrid cloud-edge architectures, long-horizon robustness, dexterity, safety, and emotional intelligence by design. This article distills the main lessons from these sessions — and examines how Europe is positioning itself to build the next generation of embodied AI. From Foundation Models to Real-World Actions Jean-Baptiste Kempf, CTO, Scaleway Firas Abi Farraj, CTO, Enchanted Tools Grégoire Linard, CTO, Enchanted Tools This panel examined how recent AI advances are finally turning..."}],"related_signals":[{"id":"b0ad8b34-33f4-455d-b0bc-9c40f34e08e5","url":"https://onlylabs.fyi/signals/b0ad8b34-33f4-455d-b0bc-9c40f34e08e5","source_url":"https://www.scaleway.com/en/blog/secnumcloud-strategic-challenges/","title":"SecNumCloud: The Strategic Challenges of The Qualification","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-18T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"1ebc5528-9bd0-4245-8610-f28f9e3c5701","url":"https://onlylabs.fyi/signals/1ebc5528-9bd0-4245-8610-f28f9e3c5701","source_url":"https://www.scaleway.com/en/blog/what-is-file-storage/","title":"What is File Storage ?","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-11T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"25d2fe5f-0386-4230-88d5-a8441b913ea5","url":"https://onlylabs.fyi/signals/25d2fe5f-0386-4230-88d5-a8441b913ea5","source_url":"https://www.scaleway.com/en/blog/secnumcloud-trusted-cloud-standard/","title":"SecNumCloud: Understanding the trusted cloud standard","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-11T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"5ab5596e-ffbc-4a9e-84f9-cb54758bd5ff","url":"https://onlylabs.fyi/signals/5ab5596e-ffbc-4a9e-84f9-cb54758bd5ff","source_url":"https://www.scaleway.com/en/blog/risc-v-servers-in-the-cloud/","title":"How Scaleway brought the first RISC-V servers to the cloud","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-04T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"868f0aa0-2b52-47bf-afa3-5b656454f763","url":"https://onlylabs.fyi/signals/868f0aa0-2b52-47bf-afa3-5b656454f763","source_url":"https://www.scaleway.com/en/blog/updates-on-top-level-domain-tld-price-list/","title":"Updates on Top-Level Domain (TLD) price list","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-04-27T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"ee327ff2-954d-407d-8d37-447f25d5ddf5","url":"https://onlylabs.fyi/signals/ee327ff2-954d-407d-8d37-447f25d5ddf5","source_url":"https://www.scaleway.com/en/blog/a-transparent-update-on-scaleway-pricing/","title":"A transparent update on Scaleway pricing","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-04-27T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"}]}