arXiv:2610.27279v1 Announce Type: new Abstract: The development of embodied models of animal behavior is a major goal of the neuro-AI community. Embodied…
Vulnerability Analysis for Safe Multi-Agent Reinforcement
arXiv:2610.27293v1 Announce Type: new Abstract: Safe Multi-Agent Reinforcement Learning (SMARL) aims to learn cooperative control policies under…
[AINews] DeepSeek DeepInfer: Open Source SOTA Inference running 155T toks/day/cluster making $22m/day at ~80% margin for a 81 day payback
An open source “bomb” drops from China
Stronger artificial intelligence breakthroughs hasten their own exhaustion
arXiv:2610.27296v1 Announce Type: new Abstract: Progress in artificial intelligence is widely assumed to scale with effort: more researchers, papers and…
llm-tools-datasette 0.1.1
Release: llm-tools-datasette 0.1.1 When I switched LLM over to httpx2 in LLM 0.33 I forget that this would break any plugins which used httpx without…
TEX: Test-Time Scaling Testing Agents via Execution-based Cross-Validation
arXiv:2610.27290v1 Announce Type: new Abstract: Test-case generation is critical but remains challenging for language models. Existing test-time scaling…
llm-echo 0.5
Release: llm-echo 0.5 I’m working towards a new LLM release, and testing PRs caused me to revisit the llm-echo debug plugin. This plugin provides a…
When Does an Added Planning Capability Create Operational Value? An Observable Evidence Standard
arXiv:2610.27305v1 Announce Type: new Abstract: Industrial artificial intelligence (AI) planning systems combine predictive models, optimization logic,…
Sparse RL Relaxation for LLM Reasoning
arXiv:2610.27220v1 Announce Type: new Abstract: Recent work has explored continuous representations in place of discrete tokens during Chain-of-Thought…
Magnolia: A Persistent-Memory Agent Framework for Computational Chemistry
arXiv:2610.27230v1 Announce Type: new Abstract: Chemistry has recently entered a high-data regime as molecular databases from high-throughput platforms or…
Pigment Raises $250M Series E at $2.3B Valuation to Accelerate Autonomous Planning
Pigment, the AI business planning and performance management platform, announced a $250 million Series E funding round at a $2.3 billion valuation on…
LSA-PAST: Layer-Specific Adaptation and Prototype Transport for Compositional Incremental Learning
arXiv:2610.27203v1 Announce Type: new Abstract: Class-Incremental Learning (CIL) enables models to recognize new classes over time while retaining prior…
Mistral AI Releases Voxtral 3: Speech-to-Text, TTS and a Voice Agent SDK
Mistral AI released Voxtral 3, a family of 3 transcription models, 1 text-to-speech model and a LiveKit-based voice agent SDK. Voxtral Small Transcribe 3…
EGI-BENCH: An Enterprise General Intelligence Benchmark Suite
arXiv:2610.27234v1 Announce Type: new Abstract: Enterprise adoption of LLMs in agentic workflows is gated by evaluations that span a wide arc of…
Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for TPU and GPU Fleets
Google, Red Hat and IBM released llm-d 1.0, an open-source Kubernetes-native stack for distributed LLM inference. It adds multi-tenant flow control,…
TxnQA: Benchmarking Analytical Reasoning and Evidence Grounding over Transaction Event Sequences
arXiv:2610.27256v1 Announce Type: new Abstract: Analyzing merchant transaction histories requires dynamic temporal filtering, entity resolution, and…
PROVISO: Provenance-Informed Action Selection for Secure LLM Agents
arXiv:2610.27115v1 Announce Type: new Abstract: LLM agents act on the external world through tools and third-party skills, so a single executed action can…
EDMA: Entropy-Driven Multimodal Answering
arXiv:2610.27120v1 Announce Type: new Abstract: Multimodal question answering (MMQA) is based on integrating heterogeneous data sources, selectively…