{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Writing: Announcing the fastest inference for realtime voice AI agents","description":"Together AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/24a22fa6-725e-4e13-b575-0fc971e515ae","json_url":"https://onlylabs.fyi/signals/24a22fa6-725e-4e13-b575-0fc971e515ae/signal.json","generated_at":"2026-06-07T21:15:25.670112+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/24a22fa6-725e-4e13-b575-0fc971e515ae","signal_json":"https://onlylabs.fyi/signals/24a22fa6-725e-4e13-b575-0fc971e515ae/signal.json","source":"https://www.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/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":"Together AI published Announcing the fastest inference for realtime voice AI agents. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable performance claim for voice AI · Announcing the fastest inference for realtime voice AI agents ⚡️ FlashAttention-4: up to 1.3× faster than cuDNN on NVIDIA Blackwell → Introducing Together AI's new.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","source_host":"together.ai","occurred_at":"2025-11-04T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"Together AI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"together.ai","source":"source"},{"label":"Notability","value":"Notable performance claim for voice AI","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:15:25.670112+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/24a22fa6-725e-4e13-b575-0fc971e515ae/signal.json","dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/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/24a22fa6-725e-4e13-b575-0fc971e515ae/signal.json","required":true},{"label":"source","url":"https://www.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/together-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/together-ai/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 Together AI's writing signal \"Announcing the fastest inference for realtime voice AI agents\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"published","object":"Announcing the fastest inference for realtime voice AI agents","text":"Together AI published Announcing the fastest inference for realtime voice AI agents."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"is classified as","object":"writing signal","text":"Announcing the fastest inference for realtime voice AI agents is classified as writing signal."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"belongs to","object":"talking desk","text":"Announcing the fastest inference for realtime voice AI agents belongs to talking desk."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Announcing the fastest inference for realtime voice AI agents has evidence coverage 1 captured evidence page."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has captured page count","object":"1","text":"Announcing the fastest inference for realtime voice AI agents has captured page count 1."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has readable page count","object":"1","text":"Announcing the fastest inference for realtime voice AI agents has readable page count 1."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has related signal count","object":"6","text":"Announcing the fastest inference for realtime voice AI agents has related signal count 6."},{"subject":"Announcing the fastest inference for realtime voice AI agents","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":"Announcing the fastest inference for realtime voice AI agents 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":"Announcing the fastest inference for realtime voice AI agents","predicate":"has source host","object":"together.ai","text":"Announcing the fastest inference for realtime voice AI agents has source host together.ai."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has lab","object":"Together AI","text":"Announcing the fastest inference for realtime voice AI agents has lab Together AI."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has signal desk","object":"talking","text":"Announcing the fastest inference for realtime voice AI agents has signal desk talking."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has source host","object":"together.ai","text":"Announcing the fastest inference for realtime voice AI agents has source host together.ai."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has notability","object":"Notable performance claim for voice AI","text":"Announcing the fastest inference for realtime voice AI agents has notability Notable performance claim for voice AI."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has watch term","object":"Infrastructure","text":"Announcing the fastest inference for realtime voice AI agents has watch term Infrastructure."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has watch term","object":"Agents and tool use","text":"Announcing the fastest inference for realtime voice AI agents has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Together AI published Announcing the fastest inference for realtime voice AI agents. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable performance claim for voice AI · Announcing the fastest inference for realtime voice AI agents ⚡️ FlashAttention-4: up to 1.3× faster than cuDNN on NVIDIA Blackwell → Introducing Together AI's new.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Together AI","predicate":"published","object":"Announcing the fastest inference for realtime voice AI agents","text":"Together AI published Announcing the fastest inference for realtime voice AI agents."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"is classified as","object":"writing signal","text":"Announcing the fastest inference for realtime voice AI agents is classified as writing signal."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"belongs to","object":"talking desk","text":"Announcing the fastest inference for realtime voice AI agents belongs to talking desk."},{"subject":"Announcing the fastest inference for realtime voice AI agents","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Announcing the fastest inference for realtime voice AI agents has evidence coverage 1 captured evidence page."}]},"signal":{"id":"24a22fa6-725e-4e13-b575-0fc971e515ae","url":"https://onlylabs.fyi/signals/24a22fa6-725e-4e13-b575-0fc971e515ae","json_url":"https://onlylabs.fyi/signals/24a22fa6-725e-4e13-b575-0fc971e515ae/signal.json","source_url":"https://www.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","title":"Announcing the fastest inference for realtime voice AI agents","summary":"Together AI 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":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2025-11-04T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date","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.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents"]},"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.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","final_url":"https://www.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","title":"Announcing the fastest inference for realtime voice AI agents","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:15:25.670112+00:00","bytes":314390,"raw_path":"62cae8ae61cee5adac6b76ec888b8a0938aa29b9259cd391558ff31e94078824.html","content_hash":"3a96d5af540788ac12302a6495bfa347cc14a673d0a9f22c4673eff99031841a","excerpt_chars":1200,"truncated":true,"excerpt":"Announcing the fastest inference for realtime voice AI agents ⚡️ FlashAttention-4: up to 1.3× faster than cuDNN on NVIDIA Blackwell → Introducing Together AI's new look → 🔎 ATLAS: runtime-learning accelerators delivering up to 4x faster LLM inference → ⚡ Together GPU Clusters: self-service NVIDIA GPUs, now generally available → 📦 Batch Inference API: Process billions of tokens at 50% lower cost for most models → 🪛 Fine-Tuning Platform Upgrades: Larger Models, Longer Contexts → All blog posts Model Library Published 11/4/2025 Announcing the fastest inference for realtime voice AI agents Authors Rajas Bansal, Sahil Yadav, Garima Dhanania, Sri Yanamandra, Charles Zedlewski, Zain Hasan, Derek Petersen, Blaine Kasten, Sonny Khan, Rishabh Bhargava Table of contents 40+ Models Chosen for Production...40+ Models Chosen for Production...40+ Models Chosen for Production... Links in this article Playground Speech-to-Text Documentation Text-to-Speech Documentation Model library ‍ Summary Streaming Whisper speech-to-text (STT): Continuous transcription over WebSocket APIs optimized for voice agents First serverless open-source text-to-speech (TTS): Orpheus (high-fidelity) and Kokoro..."},"evidence_pages":[{"url":"https://www.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","final_url":"https://www.together.ai/blog/the-fastest-inference-for-realtime-voice-ai-agents","title":"Announcing the fastest inference for realtime voice AI agents","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:15:25.670112+00:00","bytes":314390,"raw_path":"62cae8ae61cee5adac6b76ec888b8a0938aa29b9259cd391558ff31e94078824.html","content_hash":"3a96d5af540788ac12302a6495bfa347cc14a673d0a9f22c4673eff99031841a","excerpt_chars":1200,"truncated":true,"excerpt":"Announcing the fastest inference for realtime voice AI agents ⚡️ FlashAttention-4: up to 1.3× faster than cuDNN on NVIDIA Blackwell → Introducing Together AI's new look → 🔎 ATLAS: runtime-learning accelerators delivering up to 4x faster LLM inference → ⚡ Together GPU Clusters: self-service NVIDIA GPUs, now generally available → 📦 Batch Inference API: Process billions of tokens at 50% lower cost for most models → 🪛 Fine-Tuning Platform Upgrades: Larger Models, Longer Contexts → All blog posts Model Library Published 11/4/2025 Announcing the fastest inference for realtime voice AI agents Authors Rajas Bansal, Sahil Yadav, Garima Dhanania, Sri Yanamandra, Charles Zedlewski, Zain Hasan, Derek Petersen, Blaine Kasten, Sonny Khan, Rishabh Bhargava Table of contents 40+ Models Chosen for Production...40+ Models Chosen for Production...40+ Models Chosen for Production... Links in this article Playground Speech-to-Text Documentation Text-to-Speech Documentation Model library ‍ Summary Streaming Whisper speech-to-text (STT): Continuous transcription over WebSocket APIs optimized for voice agents First serverless open-source text-to-speech (TTS): Orpheus (high-fidelity) and Kokoro..."}],"related_signals":[{"id":"9294f377-1f3d-4b21-8078-53ecff3e7406","url":"https://onlylabs.fyi/signals/9294f377-1f3d-4b21-8078-53ecff3e7406","source_url":"https://www.together.ai/blog/iso-27001-2022-certification","title":"Building trust in enterprise AI: Together AI earns ISO 27001:2022 certification","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-10T00:00:00+00:00","first_seen_at":"2026-06-11T07:01:27.070847+00:00","date_source":"rss.item_date"},{"id":"33644a67-d468-44ed-8255-6990f9054eec","url":"https://onlylabs.fyi/signals/33644a67-d468-44ed-8255-6990f9054eec","source_url":"https://www.together.ai/blog/serving-minimax-m3-for-efficient-inference-unlocking-1m-token-context-and-multimodality-without-regrets","title":"Serving MiniMax-M3 for efficient inference: Unlocking 1M-Token Context and Multimodality Without Regrets ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-02T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"56ba412f-f785-4495-a0c4-bec800f64fd3","url":"https://onlylabs.fyi/signals/56ba412f-f785-4495-a0c4-bec800f64fd3","source_url":"https://www.together.ai/blog/how-together-ai-built-the-worlds-fastest-speech-to-text-stack","title":"How Together AI built the world’s fastest speech-to-text stack","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-29T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"3c08a1c0-235e-42b0-b347-d52e39d12ee1","url":"https://onlylabs.fyi/signals/3c08a1c0-235e-42b0-b347-d52e39d12ee1","source_url":"https://www.together.ai/blog/coding-agent-benchmarks","title":"Benchmarking inference at scale: coding agents","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-19T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"49734867-446a-4524-963f-4812d706b5eb","url":"https://onlylabs.fyi/signals/49734867-446a-4524-963f-4812d706b5eb","source_url":"https://www.together.ai/blog/together-ai-partners-with-pearl-research-labs","title":"Together AI and Pearl Research Labs Team Up to Reduce the Cost of AI Inference","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-15T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"558e6d06-9f96-454a-a3bf-e34988a0e832","url":"https://onlylabs.fyi/signals/558e6d06-9f96-454a-a3bf-e34988a0e832","source_url":"https://www.together.ai/blog/violin-open-source-translation-skill","title":"Violin: An open-source video translation skill that breaks language barriers","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-14T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"}]}