Pai 的 AI 雷达

模型与评测

今天：Pretext（Agent 原型），Bi-FORK（arXiv:2610）。并行还有 Try On-Device AI、Agent4RE、Agentic-TTT。

日期: 2026/10/11
今日条目: 97
当前类目: 30

往期2026/10/11

全部97 编码代理21 Agent与工具8 个人助理6 模型与评测30 创作成片11 开发与开源4 产品接入17

The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate

arXiv:2610.10629v1 Announce Type: new Abstract: Self-improving LLM agents can adapt a credit pipeline to a changed rule, but an agent that rewrites itself destroys the artefact a supervisor reviews: a named change, a recorded test, an approval. We argue that self-evolution is rev

arxiv.org打开原文

#26

Transect: Retaining Observability for Long-Horizon LLM Agent Evaluations

arXiv:2610.08364v2 Announce Type: replace Abstract: Frontier AI evaluations increasingly use open-ended, agentic, long-horizon tasks whose transcripts can span hundreds of pages of outputs and actions from complex multi-agent networks. The observability envelop-the range of what

arxiv.org打开原文

#27

OpenProblemBench: Benchmarking AI on Open Problems in the Foundational Theoretical Sciences

arXiv:2610.11118v1 Announce Type: new Abstract: The next frontier for artificial general intelligence is tackling unresolved scientific problems, calling for benchmarks that assess progress beyond established knowledge. We introduce OpenProblemBench, a benchmark of 82 unresolved

arxiv.org打开原文

#28

ttok 0.4

Release: ttok 0.4 ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library. It hasn't been in updated in a couple of years, but I finally fixed a Click warning, updated CI, and added a --list-models command to list available models. It works with uvx ,

simonwillison.net打开原文

#29

ML Drift: Next-Gen GPU AI/ML Inference at the Edge

Google AI Edge has introduced ML Drift, a high-performance, universal GPU compute framework designed to accelerate on-device AI and machine learning inference. By abstracting the complexities of hardware and low-level APIs—including OpenGL ES, OpenCL, Metal, and WebGPU—ML Drift e

developers.googleblog.com打开原文

#30

Introducing LangSmith Fine-Tuning

LangChain introduces LangSmith Fine-Tuning and SmithTune, a CLI built for post-training models. Train specialized models without building data pipelines by hand.

langchain.com打开原文