{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Writing: Big, Efficient, Open: The AI Future We Saw Coming","description":"Scaleway writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/df1ddc17-b54a-45bc-a025-bf8305c56061","json_url":"https://onlylabs.fyi/signals/df1ddc17-b54a-45bc-a025-bf8305c56061/signal.json","generated_at":"2026-06-07T21:16:12.334457+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/df1ddc17-b54a-45bc-a025-bf8305c56061","signal_json":"https://onlylabs.fyi/signals/df1ddc17-b54a-45bc-a025-bf8305c56061/signal.json","source":"https://www.scaleway.com/en/blog/big-efficient-open-the-ai-future-we-saw-coming/","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 Big, Efficient, Open: The AI Future We Saw Coming. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Blog post, no new model or release · Big, Efficient, Open: The AI Future We Saw Coming Build • Frédéric Bardolle • 19/02/25 • 4 min read Last November, at ai-PULSE, we told you where AI was heading: big,.... 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/big-efficient-open-the-ai-future-we-saw-coming/","source_host":"scaleway.com","occurred_at":"2025-02-19T00:00:00+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":"Frédéric Bardolle","source":"source"},{"label":"Notability","value":"Blog post, no new model or release","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/big-efficient-open-the-ai-future-we-saw-coming/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:16:12.334457+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/df1ddc17-b54a-45bc-a025-bf8305c56061/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/df1ddc17-b54a-45bc-a025-bf8305c56061/signal.json","required":true},{"label":"source","url":"https://www.scaleway.com/en/blog/big-efficient-open-the-ai-future-we-saw-coming/","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 \"Big, Efficient, Open: The AI Future We Saw Coming\" for neocloud strategy."},"semantic_triples":[{"subject":"Scaleway","predicate":"published","object":"Big, Efficient, Open: The AI Future We Saw Coming","text":"Scaleway published Big, Efficient, Open: The AI Future We Saw Coming."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"is classified as","object":"writing signal","text":"Big, Efficient, Open: The AI Future We Saw Coming is classified as writing signal."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"belongs to","object":"talking desk","text":"Big, Efficient, Open: The AI Future We Saw Coming belongs to talking desk."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Big, Efficient, Open: The AI Future We Saw Coming has evidence coverage 1 captured evidence page."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has captured page count","object":"1","text":"Big, Efficient, Open: The AI Future We Saw Coming has captured page count 1."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has readable page count","object":"1","text":"Big, Efficient, Open: The AI Future We Saw Coming has readable page count 1."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has related signal count","object":"6","text":"Big, Efficient, Open: The AI Future We Saw Coming has related signal count 6."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","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":"Big, Efficient, Open: The AI Future We Saw Coming 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":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has source host","object":"scaleway.com","text":"Big, Efficient, Open: The AI Future We Saw Coming has source host scaleway.com."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has lab","object":"Scaleway","text":"Big, Efficient, Open: The AI Future We Saw Coming has lab Scaleway."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has signal desk","object":"talking","text":"Big, Efficient, Open: The AI Future We Saw Coming has signal desk talking."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has source host","object":"scaleway.com","text":"Big, Efficient, Open: The AI Future We Saw Coming has source host scaleway.com."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has author","object":"Frédéric Bardolle","text":"Big, Efficient, Open: The AI Future We Saw Coming has author Frédéric Bardolle."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has notability","object":"Blog post, no new model or release","text":"Big, Efficient, Open: The AI Future We Saw Coming has notability Blog post, no new model or release."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has watch term","object":"Infrastructure","text":"Big, Efficient, Open: The AI Future We Saw Coming has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"Scaleway published Big, Efficient, Open: The AI Future We Saw Coming. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Blog post, no new model or release · Big, Efficient, Open: The AI Future We Saw Coming Build • Frédéric Bardolle • 19/02/25 • 4 min read Last November, at ai-PULSE, we told you where AI was heading: big,.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Scaleway","predicate":"published","object":"Big, Efficient, Open: The AI Future We Saw Coming","text":"Scaleway published Big, Efficient, Open: The AI Future We Saw Coming."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"is classified as","object":"writing signal","text":"Big, Efficient, Open: The AI Future We Saw Coming is classified as writing signal."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"belongs to","object":"talking desk","text":"Big, Efficient, Open: The AI Future We Saw Coming belongs to talking desk."},{"subject":"Big, Efficient, Open: The AI Future We Saw Coming","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Big, Efficient, Open: The AI Future We Saw Coming has evidence coverage 1 captured evidence page."}]},"signal":{"id":"df1ddc17-b54a-45bc-a025-bf8305c56061","url":"https://onlylabs.fyi/signals/df1ddc17-b54a-45bc-a025-bf8305c56061","json_url":"https://onlylabs.fyi/signals/df1ddc17-b54a-45bc-a025-bf8305c56061/signal.json","source_url":"https://www.scaleway.com/en/blog/big-efficient-open-the-ai-future-we-saw-coming/","title":"Big, Efficient, Open: The AI Future We Saw Coming","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":"2025-02-19T00:00:00+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/big-efficient-open-the-ai-future-we-saw-coming/"]},"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/big-efficient-open-the-ai-future-we-saw-coming/","final_url":"https://www.scaleway.com/en/blog/big-efficient-open-the-ai-future-we-saw-coming/","title":"Big, Efficient, Open: The AI Future We Saw Coming","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:12.334457+00:00","bytes":146952,"raw_path":"20c286f043338f50c90d73a87af8d4fc67a18cf5f2df862563db2f22fde18c6f.html","content_hash":"9df0668dbb7110c3923611e7f801df2f605eb544759929b22c76727a6919746a","excerpt_chars":1200,"truncated":true,"excerpt":"Big, Efficient, Open: The AI Future We Saw Coming Build • Frédéric Bardolle • 19/02/25 • 4 min read Last November, at ai-PULSE, we told you where AI was heading: big, efficient, and open. Fast forward to last week’s AI Action Summit, and we saw it all play out in real time. Big: Scaling Up for the AI Era AI needs infrastructure. That’s not news to us at Scaleway, but it’s now a message backed by serious commitments. French President Emmanuel Macron announced a €109 billion investment to reinforce Europe’s AI capabilities. We’re doing our part. The iliad Group announced a massive €3 billion investment to build out the future of AI infrastructure. Our goal is to make sure Europe has the compute power to compete at the highest level. Because you need to reach a critical size to succeed in AI. AI Action Summit Business Day (France Digitale – David AROUS) Scaleway was the first European cloud provider to invest in GPU clusters back in 2023. That early move paid off: we still have one of the biggest pools in Europe and some of the best models today were trained on our infrastructure. But being first isn’t always easy. Staying ahead means constant innovation, and we’re working hard to..."},"evidence_pages":[{"url":"https://www.scaleway.com/en/blog/big-efficient-open-the-ai-future-we-saw-coming/","final_url":"https://www.scaleway.com/en/blog/big-efficient-open-the-ai-future-we-saw-coming/","title":"Big, Efficient, Open: The AI Future We Saw Coming","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:12.334457+00:00","bytes":146952,"raw_path":"20c286f043338f50c90d73a87af8d4fc67a18cf5f2df862563db2f22fde18c6f.html","content_hash":"9df0668dbb7110c3923611e7f801df2f605eb544759929b22c76727a6919746a","excerpt_chars":1200,"truncated":true,"excerpt":"Big, Efficient, Open: The AI Future We Saw Coming Build • Frédéric Bardolle • 19/02/25 • 4 min read Last November, at ai-PULSE, we told you where AI was heading: big, efficient, and open. Fast forward to last week’s AI Action Summit, and we saw it all play out in real time. Big: Scaling Up for the AI Era AI needs infrastructure. That’s not news to us at Scaleway, but it’s now a message backed by serious commitments. French President Emmanuel Macron announced a €109 billion investment to reinforce Europe’s AI capabilities. We’re doing our part. The iliad Group announced a massive €3 billion investment to build out the future of AI infrastructure. Our goal is to make sure Europe has the compute power to compete at the highest level. Because you need to reach a critical size to succeed in AI. AI Action Summit Business Day (France Digitale – David AROUS) Scaleway was the first European cloud provider to invest in GPU clusters back in 2023. That early move paid off: we still have one of the biggest pools in Europe and some of the best models today were trained on our infrastructure. But being first isn’t always easy. Staying ahead means constant innovation, and we’re working hard to..."}],"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"}]}