{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Writing: Insights from ai-PULSE 2025: Building Toward Sustainable AI","description":"Scaleway writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8b1250ec-fd20-499c-929d-caabffd30a87","json_url":"https://onlylabs.fyi/signals/8b1250ec-fd20-499c-929d-caabffd30a87/signal.json","generated_at":"2026-06-07T21:14:55.80426+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/8b1250ec-fd20-499c-929d-caabffd30a87","signal_json":"https://onlylabs.fyi/signals/8b1250ec-fd20-499c-929d-caabffd30a87/signal.json","source":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-sustainability/","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 Sustainable AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Routine conference insights post, no notable release or traction · Insights from ai-PULSE 2025: Building Toward Sustainable AI Build • Maxime Eyraud • 23/03/26 • 7 min read AI is getting smarter and faster. But it is also getting.... 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-sustainability/","source_host":"scaleway.com","occurred_at":"2026-03-23T00:00:00+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":"Routine conference insights post, no notable release or traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch 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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/8b1250ec-fd20-499c-929d-caabffd30a87/signal.json","required":true},{"label":"source","url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-sustainability/","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 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Routine conference insights post, no notable release or traction · Insights from ai-PULSE 2025: Building Toward Sustainable AI Build • Maxime Eyraud • 23/03/26 • 7 min read AI is getting smarter and faster. But it is also getting.... 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 Sustainable AI","text":"Scaleway published Insights from ai-PULSE 2025: Building Toward Sustainable AI."},{"subject":"Insights from ai-PULSE 2025: Building Toward Sustainable AI","predicate":"is classified as","object":"writing signal","text":"Insights from ai-PULSE 2025: Building Toward Sustainable AI is classified as writing signal."},{"subject":"Insights from ai-PULSE 2025: Building Toward Sustainable AI","predicate":"belongs to","object":"talking desk","text":"Insights from ai-PULSE 2025: Building Toward Sustainable AI belongs to talking desk."},{"subject":"Insights from ai-PULSE 2025: Building Toward Sustainable AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Insights from ai-PULSE 2025: Building Toward Sustainable AI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8b1250ec-fd20-499c-929d-caabffd30a87","url":"https://onlylabs.fyi/signals/8b1250ec-fd20-499c-929d-caabffd30a87","json_url":"https://onlylabs.fyi/signals/8b1250ec-fd20-499c-929d-caabffd30a87/signal.json","source_url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-sustainability/","title":"Insights from ai-PULSE 2025: Building Toward Sustainable 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":"2026-03-23T00:00:00+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-sustainability/"]},"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-sustainability/","final_url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-sustainability/","title":"Insights from ai-PULSE 2025: Building Toward Sustainable AI","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:55.80426+00:00","bytes":174317,"raw_path":"6ea5f451731cf14f276f85b332874a477d71ccabb90a3fdb50acb15c87feea30.html","content_hash":"07bf9b708cdce7034e7e3e1b4a883801c02fbe531a92e3c9a1761cbffebee12b","excerpt_chars":1200,"truncated":true,"excerpt":"Insights from ai-PULSE 2025: Building Toward Sustainable AI Build • Maxime Eyraud • 23/03/26 • 7 min read AI is getting smarter and faster. But it is also getting heavier. As models grow in size, reasoning depth, and multimodal complexity, and as organizations of every scale ramp up inference and training workloads, the environmental cost of AI has become impossible to ignore. No longer just a performance question, compute is an energy and transparency challenge. At ai-PULSE 2025 , several sessions tackled what may be AI’s most pressing long-term constraint: sustainability. From standardized model energy benchmarks to real-world carbon accounting, from hardware trade-offs to liquid cooling architectures, speakers converged on a common idea: efficiency must become a first-class metric of AI innovation. This article brings together the key insights from these sessions, and outlines what it will take to build AI that scales responsibly. Beyond FLOPs: Engineering Transparency into AI’s Carbon Footprint Elise Auvray, Product Manager - Environmental Footprint, Scaleway Boris Gamazaychikov, Head of AI Sustainability, Salesforce This session focused on what the speakers called “the..."},"evidence_pages":[{"url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-sustainability/","final_url":"https://www.scaleway.com/en/blog/ai-pulse-2025-insights-sustainability/","title":"Insights from ai-PULSE 2025: Building Toward Sustainable AI","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:55.80426+00:00","bytes":174317,"raw_path":"6ea5f451731cf14f276f85b332874a477d71ccabb90a3fdb50acb15c87feea30.html","content_hash":"07bf9b708cdce7034e7e3e1b4a883801c02fbe531a92e3c9a1761cbffebee12b","excerpt_chars":1200,"truncated":true,"excerpt":"Insights from ai-PULSE 2025: Building Toward Sustainable AI Build • Maxime Eyraud • 23/03/26 • 7 min read AI is getting smarter and faster. But it is also getting heavier. As models grow in size, reasoning depth, and multimodal complexity, and as organizations of every scale ramp up inference and training workloads, the environmental cost of AI has become impossible to ignore. No longer just a performance question, compute is an energy and transparency challenge. At ai-PULSE 2025 , several sessions tackled what may be AI’s most pressing long-term constraint: sustainability. From standardized model energy benchmarks to real-world carbon accounting, from hardware trade-offs to liquid cooling architectures, speakers converged on a common idea: efficiency must become a first-class metric of AI innovation. This article brings together the key insights from these sessions, and outlines what it will take to build AI that scales responsibly. Beyond FLOPs: Engineering Transparency into AI’s Carbon Footprint Elise Auvray, Product Manager - Environmental Footprint, Scaleway Boris Gamazaychikov, Head of AI Sustainability, Salesforce This session focused on what the speakers called “the..."}],"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"}]}