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tenstorrent.com · 2026-10-28 · Ranked: community signal · fresh 0.99 · score 3.18 · Context

Tenstorrent and Smallest.ai Partner to Bring Production-Grade Voice AI On-Prem

github.com · 2026-10-28 · Ranked: agent match · community signal · fresh 0.98 · score 3.01 · Context

Moonfold: Coding tasks that survive agent usage limits

arxiv.org · 2026-10-27 · Ranked: agentic + harness match · research watch · fresh 0.91 · score 2.77

GEPA-Curator: Curated Learning for Self Improving Agents

Large Language Models (LLMs) are increasingly used in multi-turn agentic workloads that require sustained interaction with complex environments. Existing reflective prompt optimizers such as GEPA learn from failed rol... Context & related coverage →

arxiv.org · 2026-10-27 · Ranked: agent + eval match · research watch · fresh 0.90 · score 2.69

ETAMem: Decoupling and Aligning Heterogeneous Memory for Long-Term Conversational Agents

Long-term memory enables Large Language Models (LLMs) to maintain coherent and personalized interactions across extended conversations. However, existing memory systems face two key challenges: (1) Information Entangl... Context & related coverage →

arxiv.org · 2026-10-27 · Ranked: agentic + eval match · research watch · fresh 0.91 · score 2.69

EnvSched: Environment-Aware Scheduling for Rollout-Efficient Agent Reinforcement Learning

As executable environments for language agents scale, generating and verifying their rollouts becomes increasingly expensive. Under finite rollout budgets, this raises an important question: can data management at the... Context & related coverage →

arxiv.org · 2026-10-27 · Ranked: agent + eval match · research watch · fresh 0.90 · score 2.65

From Interaction to Capability: Task Advancement as State and Supervision for GUI Agents

GUI memory should preserve the results of past actions and learn reusable operations. This is difficult in long-horizon workflows, where agents must use information across applications and useful operations are interl... Context & related coverage →

arxiv.org · 2026-10-27 · Ranked: agentic + eval match · research watch · fresh 0.90 · score 2.63

Gym-Anything-RT: Scaling Real-Time Environments for Vision-Language Agents

AI agents have made substantial progress in domains where they have a non-trivial amount of time to deliberate between actions, such as mathematics, software engineering, and performing tasks on desktop applications.... Context & related coverage →

requesty.ai · 2026-10-28 · Ranked: community signal · fresh 0.98 · score 2.45 · Context

Requesty: AI Gateway and LLM Router for 600 Models in EU Datacenters

openai.com · 2026-10-28 · Ranked: agentic + codex match · frontier engineering · fresh 1.00 · score 2.05

Legora is building the agentic operating system for legal work

See how Legora uses OpenAI models, ChatGPT, and Codex to accelerate legal workflows, expand contract analysis, and free lawyers to focus on higher-value work. Context & related coverage →