{"schema_version":"onlylabs.public_signal.v1","title":"Inception Labs Writing: Mercury 2 The First Reasoning Model Fast Enough To Pick Up The Phone","description":"Inception Labs writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c22985ef-2ad6-4598-89fd-4dbc47a11f61","json_url":"https://onlylabs.fyi/signals/c22985ef-2ad6-4598-89fd-4dbc47a11f61/signal.json","generated_at":"2026-07-26T20:37:33.493Z","evidence_latest_fetched_at":"2026-07-14T16:03:14.47224+00:00","signal_first_seen_at":"2026-07-14T16:01:40.131592+00:00","org":{"slug":"inception","name":"Inception Labs","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inception","dossier_json_url":"https://onlylabs.fyi/labs/inception/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c22985ef-2ad6-4598-89fd-4dbc47a11f61","signal_json":"https://onlylabs.fyi/signals/c22985ef-2ad6-4598-89fd-4dbc47a11f61/signal.json","source":"https://www.inceptionlabs.ai/blog/mercury-2-the-first-reasoning-model-fast-enough-to-pick-up-the-phone","lab_dossier":"https://onlylabs.fyi/labs/inception","lab_dossier_json":"https://onlylabs.fyi/labs/inception/dossier.json","analysis":"https://onlylabs.fyi/analysis/inception","analysis_json":"https://onlylabs.fyi/analysis/inception/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inception/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Inception Labs published Mercury 2 The First Reasoning Model Fast Enough To Pick Up The Phone. 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Reasoning models now burn thousands of thinking (pontificating, cerebrating, lollygagging) tokens before saying a word. Under the dominant autoregressive decoding paradigm, every one of those tokens is generated sequentially, each requiring a full forward pass. On the phone with a voice agent, this generation (decode) time stacks up to the point where you’d rather just hang up. The result is a strange split in the industry. The reasoning intelligence frontier has sprinted ahead, while realtime intelligence has stood still. Voice is one of the only verticals where GPT 5.x, Claude Sonnet, and Gemini Pro simply fail to meet the bar because nobody wants to wait 3 seconds every time they answer a question about their dentist appointment. Mercury 2 is the world’s first reasoning diffusion language model, decoding 1000+ tokens..."},"evidence_pages":[],"related_signals":[{"id":"a6191078-0514-4e27-8db5-fcdaa57f0759","url":"https://onlylabs.fyi/signals/a6191078-0514-4e27-8db5-fcdaa57f0759","source_url":"https://www.inceptionlabs.ai/blog/mercury-and-nlweb","title":"Mercury And Nlweb","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"inception","name":"Inception Labs","category":"neolab"},"occurred_at":"2026-05-12T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:30.146689+00:00","date_source":"page.visible_date"},{"id":"4573fa2a-6757-4099-8478-408d04183c04","url":"https://onlylabs.fyi/signals/4573fa2a-6757-4099-8478-408d04183c04","source_url":"https://www.inceptionlabs.ai/blog/inception-raises-50-million-to-build-diffusion-models-for-code-and-text","title":"Inception Raises 50 Million To Build Diffusion Models For Code And Text","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"inception","name":"Inception Labs","category":"neolab"},"occurred_at":"2025-11-06T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:30.146689+00:00","date_source":"page.visible_date"},{"id":"265522ea-3a31-43fb-92b5-786e59b79ab4","url":"https://onlylabs.fyi/signals/265522ea-3a31-43fb-92b5-786e59b79ab4","source_url":"https://www.inceptionlabs.ai/blog/ultra-fast-apply-edit-with-mercury-coder","title":"Ultra Fast Apply Edit With Mercury Coder","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"inception","name":"Inception Labs","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:30.146689+00:00","date_source":"missing"},{"id":"884b7b56-84f1-4fe8-b99a-78dde53a69b2","url":"https://onlylabs.fyi/signals/884b7b56-84f1-4fe8-b99a-78dde53a69b2","source_url":"https://www.inceptionlabs.ai/blog/buildglare-and-inception","title":"Buildglare And Inception","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"inception","name":"Inception Labs","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:30.146689+00:00","date_source":"missing"},{"id":"bfdb4b8b-db44-418c-8961-6df637cc4893","url":"https://onlylabs.fyi/signals/bfdb4b8b-db44-418c-8961-6df637cc4893","source_url":"https://www.inceptionlabs.ai/blog/introducing-inception-api","title":"Introducing Inception Api","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"inception","name":"Inception Labs","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:30.146689+00:00","date_source":"missing"},{"id":"93f971a1-f9d2-4511-8fbd-5498dc87c63d","url":"https://onlylabs.fyi/signals/93f971a1-f9d2-4511-8fbd-5498dc87c63d","source_url":"https://www.inceptionlabs.ai/blog/rise-of-realtime-subagents","title":"Rise Of Realtime Subagents","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"inception","name":"Inception Labs","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:30.146689+00:00","date_source":"missing"}]}