{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Writing: How to get started in AI without excessive cost, or emissions! - MindMatch guest post","description":"Scaleway writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/55db0b59-434e-4aba-8b5b-2d9cb6bc40ea","json_url":"https://onlylabs.fyi/signals/55db0b59-434e-4aba-8b5b-2d9cb6bc40ea/signal.json","generated_at":"2026-06-07T21:16:33.961608+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/55db0b59-434e-4aba-8b5b-2d9cb6bc40ea","signal_json":"https://onlylabs.fyi/signals/55db0b59-434e-4aba-8b5b-2d9cb6bc40ea/signal.json","source":"https://www.scaleway.com/en/blog/get-started-ai-cost-emissions-mindmatch/","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 How to get started in AI without excessive cost, or emissions! - MindMatch guest post. 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Scientists have been working on language models (which are basically models predicting next sequence of letters) for some time already, but only recently they came up with models that actually work - Large Language Models (LLMs). The biggest issue with them is that they are… Large. LLMs have billions of parameters. In order to run them, you have to own quite a lot of computer power and use a significant amount of energy. For instance, OpenAI spends $700 000 daily on ChatGPT, and their model is highly optimized. For the rest of us, this kind of spending is neither good for your wallet, nor for the climate. So in order to limit your spending and carbon footprint, you cannot just use whatever OpenAI or even Hugging Face provides. You have to dedicate some time and thought to come up with more frugal methods of getting the job done. That is exactly..."},"evidence_pages":[{"url":"https://www.scaleway.com/en/blog/get-started-ai-cost-emissions-mindmatch/","final_url":"https://www.scaleway.com/en/blog/get-started-ai-cost-emissions-mindmatch/","title":"How to get started in AI without excessive cost, or emissions! - MindMatch guest post","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:33.961608+00:00","bytes":180280,"raw_path":"2d29b831b2e8a5ccbde45e5d8ac56ede298f641f70bd3c8e25bbab3cc8f7a1d6.html","content_hash":"f587735b83a6f39034253649e3b8e4f98fa241ea7ff0bd1ec13b6f22cbcd0a73","excerpt_chars":1200,"truncated":true,"excerpt":"How to get started in AI without excessive cost, or emissions! - MindMatch guest post Build • Zofia Smoleń • 26/02/24 • 7 min read This a guest post by Zofia Smoleń, Founder of Polish startup MindMatch , a member of Scaleway's Startup Program 🚀 One of the greatest developments of recent years was making computers speak our language. Scientists have been working on language models (which are basically models predicting next sequence of letters) for some time already, but only recently they came up with models that actually work - Large Language Models (LLMs). The biggest issue with them is that they are… Large. LLMs have billions of parameters. In order to run them, you have to own quite a lot of computer power and use a significant amount of energy. For instance, OpenAI spends $700 000 daily on ChatGPT, and their model is highly optimized. For the rest of us, this kind of spending is neither good for your wallet, nor for the climate. So in order to limit your spending and carbon footprint, you cannot just use whatever OpenAI or even Hugging Face provides. You have to dedicate some time and thought to come up with more frugal methods of getting the job done. That is exactly..."}],"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"}]}