{"schema_version":"onlylabs.public_signal.v1","title":"Reka AI Writing: Reka Flash 3 1 And Reka Quant","description":"Reka AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3180bf5a-f91b-4151-ab6a-824f7fe0a899","json_url":"https://onlylabs.fyi/signals/3180bf5a-f91b-4151-ab6a-824f7fe0a899/signal.json","generated_at":"2026-07-26T20:41:39.085Z","evidence_latest_fetched_at":"2026-06-27T00:01:42.252147+00:00","signal_first_seen_at":"2026-06-26T20:26:31.184778+00:00","org":{"slug":"reka","name":"Reka AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/reka","dossier_json_url":"https://onlylabs.fyi/labs/reka/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/3180bf5a-f91b-4151-ab6a-824f7fe0a899","signal_json":"https://onlylabs.fyi/signals/3180bf5a-f91b-4151-ab6a-824f7fe0a899/signal.json","source":"https://reka.ai/news/reka-flash-3-1-and-reka-quant","lab_dossier":"https://onlylabs.fyi/labs/reka","lab_dossier_json":"https://onlylabs.fyi/labs/reka/dossier.json","analysis":"https://onlylabs.fyi/analysis/reka","analysis_json":"https://onlylabs.fyi/analysis/reka/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/reka/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":"Reka AI published Reka Flash 3 1 And Reka Quant. This talking signal gives public context for research themes, product direction, policy, or launch framing. 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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/3180bf5a-f91b-4151-ab6a-824f7fe0a899/signal.json","required":true},{"label":"source","url":"https://reka.ai/news/reka-flash-3-1-and-reka-quant","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/reka/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/reka/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","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 Reka AI's writing signal \"Reka Flash 3 1 And Reka Quant\" for neolab strategy."},"semantic_triples":[{"subject":"Reka AI","predicate":"published","object":"Reka Flash 3 1 And Reka Quant","text":"Reka AI published Reka Flash 3 1 And Reka Quant."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"is classified as","object":"writing signal","text":"Reka Flash 3 1 And Reka Quant is classified as writing signal."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"belongs to","object":"talking desk","text":"Reka Flash 3 1 And Reka Quant belongs to talking desk."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Reka Flash 3 1 And Reka Quant has evidence coverage 1 captured evidence page."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has captured page count","object":"1","text":"Reka Flash 3 1 And Reka Quant has captured page count 1."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has readable page count","object":"1","text":"Reka Flash 3 1 And Reka Quant has readable page count 1."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has related signal count","object":"6","text":"Reka Flash 3 1 And Reka Quant has related signal count 6."},{"subject":"Reka Flash 3 1 And Reka Quant","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":"Reka Flash 3 1 And Reka Quant 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":"Reka Flash 3 1 And Reka Quant","predicate":"has source host","object":"reka.ai","text":"Reka Flash 3 1 And Reka Quant has source host reka.ai."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has lab","object":"Reka AI","text":"Reka Flash 3 1 And Reka Quant has lab Reka AI."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has signal desk","object":"talking","text":"Reka Flash 3 1 And Reka Quant has signal desk talking."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has source host","object":"reka.ai","text":"Reka Flash 3 1 And Reka Quant has source host reka.ai."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has notability","object":"New model release: Reka Flash 3.1 and quant.","text":"Reka Flash 3 1 And Reka Quant has notability New model release: Reka Flash 3.1 and quant.."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has watch term","object":"RL environments","text":"Reka Flash 3 1 And Reka Quant has watch term RL environments."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has watch term","object":"Model card","text":"Reka Flash 3 1 And Reka Quant has watch term Model card."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has watch term","object":"Infrastructure","text":"Reka Flash 3 1 And Reka Quant has watch term Infrastructure."},{"subject":"Reka Flash 3 1 And Reka Quant","predicate":"has watch term","object":"Agents and tool use","text":"Reka Flash 3 1 And Reka Quant has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Reka AI published Reka Flash 3 1 And Reka Quant. This talking signal gives public context for research themes, product direction, policy, or launch framing. 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Today, we are excited to open source a few of our building blocks: Reka Flash 3.1 , an improved version of Reka Flash 3 due to significant advances in our reinforcement learning stack. Reka Flash 3.1 is particularly strong on coding and as a base model to be finetuned on agentic tasks. A 3.5-bit quantized version of Reka Flash 3.1 that delivers state-of-the-art performance at low bitwidths using calibrated error reduction and self distillation. Reka Quant , our quantization library that supports self-distillation, fast distributed proxy Hessian computation for fast LDLQ, and export to popular llama.cpp datatypes such as Q3_K and Q4_K. Reka Flash 3.1 improves by 10 points on LiveCodeBench v5 from Reka Flash 3. For coding related tasks, Reka Flash 3.1 is competitive with models such as Qwen3-32B and o3-mini. These advances come from major upgrades to our RL stack, including a new RL algorithm and significant scalability improvements. 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