Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2507.16784/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:27:26 GMTBeyond Context Limits: Subconscious Threads for Long-Horizon Reasoning — HN submissionhttps://news.ycombinator.com/item?id=44660406urn:hackerpapers:submission:2507.16784:44660406Wed, 23 Jul 2025 15:35:17 GMT<p>Show HN: Single-agent long-horizon reasoning within one LLM run</p><p>- We build the Thread Inference Model (TIM) based on the transformer architecture, and its dedicated runtime TIMRUN. - TIM + TIMRUN = Intelligent workflow generation, context engineering, and multi-hop tool use happens at the runtime level - TIM + TIMRUN supports virtually unlimited reasoning enabled by context pruning, significantly improves the efficiency for long-horizon reasoning tasks - Inference API is live at https://subconscious.dev/ - More details: https://github.com/subconscious-systems/TIMRUN</p><p>4 points; 1 discussion reply on HN. <a href="https://hackerpaper.kaipfister.de/p/2507.16784/">Paper and source history</a>. A submission is not an endorsement.</p>cs.CL