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Briefs Finance · 2026-11-01 · Ranked: agent match · community signal · fresh 0.97 · score 2.43 · Context

DeepSeek's Open-Source Super-Agent for Coding

arxiv.org · 2026-10-29 · Ranked: harness match · research watch · fresh 0.66 · score 1.89

ShallowDefend: Harnessing Shallow Safety Alignment for Multi-Turn Defender

Safety alignment has enabled large language models to reliably refuse harmful requests directly, yet the same request distributed across a multi-turn conversation still succeeds far too often. This brittleness has a m... Context & related coverage →

latent.space · 2026-10-31 · Ranked: agentic + harness match · practitioner analysis · fresh 0.75 · score 1.79

Agents Prompt People: Using Agents for Long-Horizon Financial Work

Arca's head of AI discusses persistent memory, the benefits of a custom harness, and agentic workflows that span days. Context & related coverage →

arxiv.org · 2026-10-29 · Ranked: evaluation match · research watch · fresh 0.66 · score 1.78

Multi-View MoE: Letting Every Router Shape Expert Computation

Sparse mixture-of-experts (MoE) models expand parameter capacity by activating a small subset of experts per token. Expert selection directly affects model capabilities under a fixed active-expert budget. Dense evalua... Context & related coverage →

huggingface.co · 2026-10-29 · Ranked: research watch · fresh 0.61 · score 1.69 · Context

Introducing AnySpeechRecognizer and AnyDecisionModel: Open Models for Speech and Decisions on Apple Platforms

vllm.ai · 2026-10-29 · Ranked: practitioner analysis · fresh 0.48 · score 1.35

Day 0 support for Mistral Large 4 on vLLM

Day-0 vLLM support for Mistral Large 4 with sparse MLA, cross-layer KV sharing, DSpark speculative decoding, DCP/PCP long context and NIXL P/D on NVIDIA Blackwell. Context & related coverage →

blogs.nvidia.com · 2026-10-30 · Ranked: agentic match · vendor update · fresh 0.51 · score 1.14

Things That Go Beep in the Night: Agentic AI Joins the Search for Extraterrestrial Signals

While science fiction lore tells us that humans will meet extraterrestrial life in the form of little green men, the detail that should raise hairs this Halloween is this: the search for extraterrestrial intelligence... Context & related coverage →

cloud.google.com · 2026-10-30 · Ranked: agent match · cloud platform update · fresh 0.52 · score 1.06

Innovate on your own business terms: Google Cloud spend caps now generally available

Today, we’re announcing that spend caps on Google Cloud Budgets are generally available. With this release, we’re delivering ways to protect your workloads from runaway costs without risking resource deletion. More im... Context & related coverage →

openai.com · 2026-10-30 · Ranked: frontier engineering · fresh 0.71 · score 0.94

Making it easier for websites to express AI training preferences

OpenAI will honor a shared robots.txt signal to help website operators communicate their AI training preferences to participating providers. Context & related coverage →

openai.com · 2026-10-29 · Ranked: frontier engineering · fresh 0.61 · score 0.89

Credit Saison achieves 954% ROI in a ChatGPT Enterprise pilot

Credit Saison’s ChatGPT Enterprise pilot delivered 954% ROI. See how leaders and employees helped turn the results into companywide adoption. Context & related coverage →