Updated daily at 09:00 Beijing time

When a bot decides to speak

2026-11-02 · r1

Cutoff 2026-11-02T08:30:00+08:00

LobeHub bots can now join a channel conversation on their own, and owners can see why they spoke. A separate weekend update lets artists draw editable curves before handing an image to a model. This issue also tracks two Chinese standards taking effect and plans to collect robot training data on auto-parts lines.

From chat assistants to factory robots, acceptance tests can be concrete: inspect one decision or repeat one operation at a real station.

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Highlights

When should a bot speak?

LobeHub turns on proactive participation and gives owners a record of decisions to speak or skip.

How should buyers assess synthetic data?

A newly effective industry standard separates generation, workflow, quality and data management.

AI companies

LobeHub lets bots decide when to join a conversation

2026-11-01 · New

Version 2.3.0 enables proactive participation by default. A bot evaluates messages in the channels it watches and decides whether to speak, skip or defer. Owners can turn participation off and inspect the reasons in wake records.

A team can sample both interruptions and unanswered questions the bot overlooked. Owners can mark individual decisions right or wrong in the log when tuning participation.

LobeHub · 2.3.0 release notes

InvokeAI lets artists edit vector outlines before image generation

2026-11-02 · New

Version 6.14.3 adds editable shapes and splines to the canvas. Artists can adjust control points, rasterize the vector layer and then use it as image-to-image input. The patch also fixes restarting partial model downloads after a server interruption.

Artists can keep geometry editable while composing, then reuse one raster input across generation settings to separate layout changes from generation effects.

InvokeAI · 6.14.3 release notes

AI product tracker

New this issue

LobeHub · LobeHub

2.3.0 · 2026-11-01 · stable

Proactive participation is enabled by default. Owners can disable it and inspect wake decisions.

LobeHub · 2.3.0 release notes

Checked 2026-11-02T08:07:28.692703+00:00

InvokeAI · InvokeAI

6.14.3 · 2026-11-02 · stable

The canvas adds editable vector shapes and splines before rasterization.

InvokeAI · 6.14.3 release notes

Checked 2026-11-02T08:07:28.693224+00:00

Codex CLI · OpenAI

0.167.0-alpha.3 · 2026-11-02 · alpha

The prerelease lists a version tag without itemized feature changes.

Codex CLI release notes

Checked 2026-11-02T08:07:28.693776+00:00

Recently verified versions

Codex CLI · OpenAI

0.166.0 · 2026-10-30 · stable

Recent stable baseline with keyboard-driven transcript selection, tracked separately from the alpha channel.

Codex CLI release notes

Checked 2026-11-02T08:05:54.106329+00:00

AI chips

SK hynix briefs Japanese materials and equipment suppliers on its roadmap

2026-10-29 · Seven-day watch

SK hynix held its first Japan Partners Day in Chiba, inviting executives from more than 20 local partners spanning wafers, equipment, back-end processing and testing. It shared its business and technology roadmap to help suppliers assess capacity investments.

Memory expansion depends on several production steps being ready together. The briefing indicates what suppliers can plan around. It disclosed no new wafer capacity, purchase volumes or production dates.

SK hynix · Japan Partners Day report

Embodied AI

Yanfeng plans to open auto-parts production settings for humanoid training

2026-10-28 · Seven-day watch

Yanfeng International signed a strategic agreement with the national-local humanoid robotics innovation center to build a manufacturing data center and training site. Yanfeng plans to contribute production settings and line data for work on auto-parts processes.

Real stations let researchers test movements against cycle times, part variation and recovery from errors. The partners have signed the agreement; named stations, trial results and an opening date remain to be disclosed.

Yanfeng · agreement with the humanoid robotics innovation center

Infrastructure

Bedrock expands model API support in US GovCloud

2026-10-30 · Seven-day watch

AWS added Responses, Converse and Chat Completions support for GPT-5.6 Terra and Luna on the bedrock-runtime endpoint in AWS GovCloud (US). Cross-region inference can route requests between the two US GovCloud regions.

Teams can use the endpoint's invocation logs, usage metrics and model-level cost records. Before enabling cross-region routing, they should check which processing regions their application permits and measure latency under their own load.

AWS · Bedrock update for GovCloud

China's standard for describing distributed compute resources takes effect

2026-11-01 · Past 72 hours

GB/T 47518-2026, China's recommended national standard on describing distributed computing resources, took effect on November 1. The register lists April 30 as its publication date. It provides a common reference for describing resources in distributed systems.

A buyer can ask providers to map resource descriptions to the standard before comparing performance on a real workload. The effective date alone does not establish that a platform has implemented it.

National standards register · GB/T 47518-2026

Policy

China's synthetic-data standard sets out four areas for supplier assessment

2026-11-01 · Past 72 hours

Recommended telecom industry standard YD/T 6767-2026 took effect on November 1 after publication on July 15. Aimed at data service providers and model developers, it covers generation, production workflow management, quality management and data management.

A buyer assessing synthetic data can look beyond sample outputs and ask how a supplier records its production process, checks quality and manages delivered data. The standard provides a reference for that assessment.

National standards register · YD/T 6767-2026

Business

XPENG delivers over 50,000 vehicles in October, including 13,326 overseas

2026-10-31 · Past 72 hours

XPENG reported 50,237 vehicle deliveries in October, up 22% from September and 20% year over year. Overseas deliveries accounted for 13,326 units, up 166% year over year. The figures cover the company's vehicle deliveries as a whole.

For readers tracking in-car intelligence, the figures show the scale of vehicle distribution. Assessing driver-assistance adoption requires equipment mix, activation or usage data that monthly vehicle deliveries cannot supply.

XPENG · October delivery announcement

AI markets

Hong Kong platforms gain as memory names fall

At the October 30 close, Tencent rose 1.59% and Alibaba gained 0.99%, while SenseTime fell 4.33%. All five memory names declined: Sandisk by 13.47%, SK hynix 7.08%, Micron 5.30%, Samsung Electronics 3.02% and CXMT 2.50%.

At Monday's 08:30 Beijing cutoff the last completed session in each market was Friday. Local closes occur at different times. All 30 rows carry a close and daily change in the original USD, CNY, HKD or KRW, excerpted from Stock Analysis. The watchlist is not a sector index.

Memory

Company / TickerMarket / CurrencyCloseChangeSession / Source
Micron / MUUS / USD884.74-5.3%2026-10-30

Micron close · Stock Analysis

Sandisk / SNDKUS / USD1150.89-13.47%2026-10-30

Sandisk close · Stock Analysis

SK hynix / 000660KR / KRW1418000.0-7.08%2026-10-30

SK hynix close · Stock Analysis

Samsung Electronics / 005930KR / KRW225000.0-3.02%2026-10-30

Samsung Electronics close · Stock Analysis

CXMT / 688825CN / CNY41.8-2.5%2026-10-30

CXMT close · Stock Analysis

Storage and components

Company / TickerMarket / CurrencyCloseChangeSession / Source
Western Digital / WDCUS / USD366.11-7.41%2026-10-30

Western Digital close · Stock Analysis

Seagate / STXUS / USD644.58-7.98%2026-10-30

Seagate close · Stock Analysis

Montage Technology / 688008CN / CNY158.3-5.09%2026-10-30

Montage Technology close · Stock Analysis

GigaDevice / 603986CN / CNY257.8-6.59%2026-10-30

GigaDevice close · Stock Analysis

Longsys / 301308CN / CNY212.17-4.22%2026-10-30

Longsys close · Stock Analysis

BIWIN / 688525CN / CNY130.77-5.31%2026-10-30

BIWIN close · Stock Analysis

Compute and manufacturing

Company / TickerMarket / CurrencyCloseChangeSession / Source
Broadcom / AVGOUS / USD326.08-5.48%2026-10-30

Broadcom close · Stock Analysis

TSMC ADR / TSMUS / USD406.13-5.95%2026-10-30

TSMC ADR close · Stock Analysis

NVIDIA / NVDAUS / USD204.64-4.22%2026-10-30

NVIDIA close · Stock Analysis

AMD / AMDUS / USD504.8-10.88%2026-10-30

AMD close · Stock Analysis

Intel / INTCUS / USD65.76-28.58%2026-10-30

Intel close · Stock Analysis

Cambricon / 688256CN / CNY880.0-3.61%2026-10-30

Cambricon close · Stock Analysis

Hygon / 688041CN / CNY170.2-8.44%2026-10-30

Hygon close · Stock Analysis

SMIC / 00981HK / HKD42.98-4.4%2026-10-30

SMIC close · Stock Analysis

Networking, power and cooling

Company / TickerMarket / CurrencyCloseChangeSession / Source
Arista Networks / ANETUS / USD168.86-8.34%2026-10-30

Arista Networks close · Stock Analysis

Vertiv / VRTUS / USD232.5-5.46%2026-10-30

Vertiv close · Stock Analysis

Platforms and applications

Company / TickerMarket / CurrencyCloseChangeSession / Source
Microsoft / MSFTUS / USD521.91-1.55%2026-10-30

Microsoft close · Stock Analysis

Alphabet / GOOGLUS / USD279.84-1.4%2026-10-30

Alphabet close · Stock Analysis

Meta / METAUS / USD614.99-1.53%2026-10-30

Meta close · Stock Analysis

Amazon / AMZNUS / USD240.35-1.41%2026-10-30

Amazon close · Stock Analysis

iFlytek / 002230CN / CNY36.24-3.36%2026-10-30

iFlytek close · Stock Analysis

Baidu / 09888HK / HKD75.70.2%2026-10-30

Baidu close · Stock Analysis

Alibaba / 09988HK / HKD97.050.99%2026-10-30

Alibaba close · Stock Analysis

Tencent / 00700HK / HKD383.61.59%2026-10-30

Tencent close · Stock Analysis

SenseTime / 00020HK / HKD1.11-4.33%2026-10-30

SenseTime close · Stock Analysis

Next watch which training stations Yanfeng identifies and how buyers translate synthetic-data quality requirements into acceptance tests.