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Tech news picked on 2026-11-12

  1. Panmnesia and Intel Korea sign MOU to cooperate on CXL technology for sharing AI server memory at the rack level

    • Memory is tied to each server, so even when one server has spare memory and another runs short, it is hard to share. CXL is an open interconnect standard that lets this memory be expanded and shared.
    • Panmnesia and Intel Korea signed a memorandum of understanding on the 12 at Intel AI Summit Seoul 2026 at COEX in Seoul. They will review a memory expansion architecture that combines the Intel Xeon platform with Panmnesia's link semiconductors, including its CXL switch.
    • The cooperation will start with device interoperability verification and expand step by step to rack-scale AI infrastructure. Building a reference architecture and demonstrating a proof of concept (PoC) are at the stage of discussing how to proceed.
    • Panmnesia explains that its PCIe 6.4-CXL 3.2 fusion switch is the only chip in the industry that supports CXL 3.2 PBR, and that its own controller achieves double-digit nanosecond latency. This is the company's claim.

    wowtale.netSummary and discussion

  2. A browser 3D open-world game built from real Osaka map data, made with Claude Fable 5.2

    • This is a 3D game you can launch right in a web browser to walk around Osaka streets, drive cars and do missions. It is VELA BAY, made by the author 7mpy with Claude Fable 5.2, set around Tsutenkaku and Abeno Harukas.
    • The area of about 1,557m x 1,386m was built from 3,699 road segments and 4,519 buildings from OpenStreetMap, plus elevation data and aerial photos from the Geospatial Information Authority of Japan.
    • Without a physics engine, collisions are handled by treating buildings as polygons and vehicles and people as circles. Vehicle AI follows the road data and drives on the left.
    • According to the author, it was not generated all at once. Instead it was built in units such as city, vehicles, police and missions, repeating the process of checking that each worked.

    qiita.comSummary and discussion

  3. Open-source Japanese input method Mozkey 1.0 released, converts without the space key and handles AI correction on the device

    • Mozkey is an open-source Japanese input method made by koyasi777. It offers live conversion, where the conversion result changes automatically while you type without pressing the space key, and it can be adjusted in settings.
    • It is introduced as adding context correction from Zenz, a local AI, to the existing Mozc conversion, so that words with the same reading are chosen to fit the surrounding context. A spelling you have chosen once is reflected in the next candidates, and how much it is reflected depends on settings and the input situation.
    • The developers state that the AI correction is completed on the device, that sending usage statistics is turned off, and that no automatic update feature is included. The builds are Windows x64, Windows ARM64 and macOS Universal, and Linux, smartphones and tablets are not supported.

    koyasi777.comSummary and discussion

  4. How Ubie built Remoco in-house, an internal AI agent platform that handles work from development to legal

    • Remoco, built in-house by Japanese healthtech company Ubie, is an internal platform where instructions, a model, and tools are bundled and defined as an AI agent, which people call up on the web or in Slack to do work. The CTO explains that development is just one of several uses.
    • The isolated environment where agents run code holds no credentials. External requests go through a proxy, and authentication is attached only for allowed destinations. Ubie said this lets it assign tasks without approval.
    • Agents are split into personal ones that run with an individual's permissions and team ones shared in Slack. Team agents read data only through accounts for each information category, matched to the range of channel participants, which prevents management information from being exposed in shared channels.
    • The development agent Uvin handles implementation and bug fixes, and the legal agent handles first-line response to contract review 1. The CTO introduced a loop in which both agents analyze the previous day's records and produce improvement proposals.

    zenn.devSummary and discussion

  5. JPCERT/CC publishes an investigation report checklist for outsourcing security incident investigations

    • This is a checklist that helps the party requesting a security incident investigation and the party writing the report work to the same standard. JPCERT/CC, a Japanese incident response organization, published it on GitHub.
    • It was published on November 11, 2026. JPCERT/CC explained that as ransomware (an attack that encrypts files and demands money) and data leaks have increased, it has become common to outsource investigations to external specialist firms.
    • JPCERT/CC said it created this document because organizations experiencing an incident for the first time find it hard to judge whether an external investigation is appropriate and whether the incident can be closed.
    • JPCERT/CC advised using it when outsourcing, and during the report writing and review stages.

    jpcert.or.jpSummary and discussion

  6. An AWS emulator that mimics AWS features on your own computer so you can test without an AWS account

    • AWS Emulator is a program that mimics AWS APIs (the request format programs use to talk to each other) on your own computer. You can test code on a development PC, a development server, or CI (an automated test environment) without calling real AWS.
    • According to the README, no AWS account is needed and there is no extra charge for the emulator itself. If you point the address that the AWS CLI or SDK uses to the emulator through an environment variable, your code runs as usual.
    • On Linux, it runs from an RPM or Debian package. On Windows and Mac, it runs as a Docker container. For Rust tests, there is also an embedded mode that you put inside your program and run separately for each test.
    • It is said that fidelity scores, showing how closely each service resembles real AWS, are published on the releases page. Features that do not work yet are listed in the issues folder of the repository.

    github.comSummary and discussion

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