{"schema_version":"onlylabs.public_signal.v1","title":"Meta AI (Llama) Writing: Scaling How We Build and Test Our Most Advanced AI","description":"Meta AI (Llama) writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/07075dda-26f9-4145-86b8-a6a159116459","json_url":"https://onlylabs.fyi/signals/07075dda-26f9-4145-86b8-a6a159116459/signal.json","generated_at":"2026-06-27T00:53:48.026Z","evidence_latest_fetched_at":"2026-06-26T20:39:31.980669+00:00","signal_first_seen_at":"2026-06-26T20:39:03.915915+00:00","org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/meta-ai","dossier_json_url":"https://onlylabs.fyi/labs/meta-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/07075dda-26f9-4145-86b8-a6a159116459","signal_json":"https://onlylabs.fyi/signals/07075dda-26f9-4145-86b8-a6a159116459/signal.json","source":"https://ai.meta.com/blog/scaling-how-we-build-test-advanced-ai/","lab_dossier":"https://onlylabs.fyi/labs/meta-ai","lab_dossier_json":"https://onlylabs.fyi/labs/meta-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/meta-ai","analysis_json":"https://onlylabs.fyi/analysis/meta-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meta-ai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Meta AI (Llama) published Scaling How We Build and Test Our Most Advanced AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive post on AI development scaling, not a model release. · Scaling How We Build and Test Our Most Advanced AI Products AI Research Resources About Get Llama Try Meta AI FEATURED Scaling How We Build and Test Our Most Advanced AI.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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Advanced models require an advanced approach to safety — one that scales with the technology. Today, we’re detailing that work: our updated Advanced AI Scaling Framework , our Safety & Preparedness Report for Muse Spark, and new advances in how our models reason about safety from the ground up, so that as our AI becomes more capable, our protections keep pace. Advanced AI Scaling Framework Today, we’re building on our original Frontier AI Framework and publishing a significantly updated and more rigorous version: the Advanced AI Scaling Framework. This update broadens the types of risks we evaluate, strengthens how we make deployment decisions, and introduces new Safety & Preparedness Reports. 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