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Developer soasme is building small-python, a QuickJS-style single C11 source file implementation of the Python language core without the standard library, intended as a possible sandbox for agents to run untrusted code. …
Microsoft has decoupled Pylance from Pyright via the Type Server Protocol (TSP), a new open standard that lets Pylance accept any compliant type checker as its backend, with Meta's Rust-powered Pyrefly the first to plug …
Developer Mick launched Whitehirst, an early-access service that provisions ephemeral Windows Server 2022 developer workstations on AMD EPYC hardware in UK/EU datacenters in about 10 minutes, priced at £12 for 8 hours or…
The AI-assisted oceanic-stars-decomp project has matched 460 functions of Star Ocean: The Second Story for PlayStation as byte-matching C source, with 457 passing the project's internal rule checker as of October 2026, m…
Researchers behind the arXiv paper FlexA-Mem introduced a budget-adaptive memory system for LLM agents that writes each unit of history once into an immutable store and renders a fresh memory per call, outperforming the …
A small edit to the regular expression used by Llama-3 and Qwen3 pre-tokenizers brings Nepali to 1.01 times the token count of equivalent English text, according to an arXiv paper (2610.33016v1) that releases the tokeniz…
A new arXiv paper (2610.33017v1) reports that AdaptTok-Indic, an Indic-specialized adaptive tokenizer, achieved mean token fertility of 1.432 for Bengali and 1.388 for Hindi across five recorded seeds, versus 2.156 and 2…
A controlled study of 14 open-weight models (0.6B to 122B parameters, with reasoning on and off) across 1,887,356 scored replies found that when two conflicting instructions appear in a single message, the first line win…
A new arXiv paper (2610.31718v1) presents the first scalable framework for structural attacks and adversarial training of multigraph neural networks used in anti-money laundering detection. The framework adapts projected…
A new arXiv paper (2610.31733v1) shows that minimal-criterion sensitivity (TPR_mc), the metric proposed by Guan et al. 2025 for intervention-based chain-of-thought monitoring evaluations, can overestimate how often a mon…
Researchers at the Ma Lab at Berkeley introduced Nestor, a transformer architecture that adds a conditional-computation mechanism generalizing the attention operator, and reported it outperforms a conventional mixture-of…
A new arXiv paper, arXiv:2610.33277v1, proposes GEMS-RAG, a graph-grounded multimodal retrieval-augmented generation framework that decomposes figures in engineering standards into visual entities linked to textual provi…
A new benchmark, AOS-Bench, shows that LLM coding agents' success on isolated tasks does not carry over to managing dynamic workloads, with every system losing 13 to 23 points on heavy workloads across five model-harness…
Researchers introduced DuoPIC, a digital twin of cerebral perfusion that couples a Windkessel flow model to a tracer transport partial differential equation with a population-level neural closure, requiring no reference …
Researchers posted arXiv paper 2610.33008v1 introducing TRACEQUERY, a sparse decoding framework for diffusion large language models (dLLMs) that uses full-denoising trajectories to supervise which unresolved positions re…
A research team released DRA-SAM, a disagreement-driven framework for referring segmentation in low-altitude drone imagery, reporting state-of-the-art results on six of seven test metrics on both RIS-LAD and UAVid-RIS, i…
OpenAI added GPT-6.1 Terra, the mid-tier model in its GPT-6.1 series, priced below GPT-6.1 Sol, according to the model listing. OpenAI positions GPT-6.1 Terra for everyday agentic, coding and writing work, with particula…
PSI researchers working with an AI research system reported new results on five open problems in quantum information theory, each released with a paper, a Lean formalization and verification code in a public repository (…
A Hugging Face user reported that the ZeroGPU Gradio Space "Seb Full Avatar" remains stuck in the APP_STARTING runtime stage indefinitely after a Git push of updated code, with container logs showing only the "Applicatio…
A buffer overflow in Google's Brotli decompression library, tracked as CVE-2026-111497 and discovered by OpenAI Codex Security, allows system crashes and remote code execution, and Node.js disclosed it in an October 21 s…