https://park-labs.com/en/ A solo AI and automation lab. Beginner-friendly AI news and open lab notes on building, revenue and failures. en Sat, 07 Nov 2026 00:00:00 GMT https://park-labs.com/en/news/daily/2026-11-07-no-01/https://park-labs.com/en/news/daily/2026-11-07-no-01/Sat, 07 Nov 2026 00:00:00 GMTTwo vendor tests measure different things. The release also separates initial access from fixes on a reader’s own device.dailyAI NewsDailyOpenAISecurity https://park-labs.com/en/news/daily/2026-11-07-no-02/https://park-labs.com/en/news/daily/2026-11-07-no-02/Sat, 07 Nov 2026 00:00:00 GMTA fictional shop shows what fits in five extra seconds, how app rollout differs from API access and how to estimate 720p output costs.dailyAI NewsDailyGoogleVideo Generation https://park-labs.com/en/news/daily/2026-11-06-no-01/https://park-labs.com/en/news/daily/2026-11-06-no-01/Fri, 06 Nov 2026 00:00:00 GMTOpenAI’s November 4 Linux study reports 948 proposed privilege-escalation patches after controlled validation. Maintainer review, supplied packages and running-system application are separate stages.dailyAI NewsDailyOpenAISecurityResearch https://park-labs.com/en/news/daily/2026-11-06-no-02/https://park-labs.com/en/news/daily/2026-11-06-no-02/Fri, 06 Nov 2026 00:00:00 GMTOpenAI announced Images 2.6 on November 4 with Flare, Sunburst and more editing controls. GIF creation is rolling out in ChatGPT; scene complexity and rendering quality are distinct API settings.dailyAI NewsDailyOpenAIImage Generation https://park-labs.com/en/news/daily/2026-11-05-no-01/https://park-labs.com/en/news/daily/2026-11-05-no-01/Thu, 05 Nov 2026 00:00:00 GMTCISA added an Apple WebKit flaw to its exploitation catalog on November 4. The read/write prerequisite, historical 2024 fixes and current device records explain what an operator can check.dailyAI NewsDailyAppleSecurity https://park-labs.com/en/news/daily/2026-11-05-no-02/https://park-labs.com/en/news/daily/2026-11-05-no-02/Thu, 05 Nov 2026 00:00:00 GMTNode.js plans security releases for 26.x, 24.x and 22.x on November 11 or shortly after. The advance notice gives operators time to map environments, support status and evidence of later application.dailyAI NewsDailyNode.jsSecurity https://park-labs.com/en/news/daily/2026-11-05-no-03/https://park-labs.com/en/news/daily/2026-11-05-no-03/Thu, 05 Nov 2026 00:00:00 GMTOpenAI announced its planned Pierre acquisition on November 4. Trees and Diffs already used in Codex, separate code storage and future integration have different roles and delivery states.dailyAI NewsDailyOpenAIOpen Source https://park-labs.com/en/news/daily/2026-11-05-no-04/https://park-labs.com/en/news/daily/2026-11-05-no-04/Thu, 05 Nov 2026 00:00:00 GMTAnthropic’s November 3 notes describe text watermarking for three Claude models. Text marks, file credentials and delivery routes offer clues to processing, with limits on authorship and accuracy judgments.dailyAI NewsDailyAnthropicProvenance https://park-labs.com/en/news/daily/2026-11-04-no-01/https://park-labs.com/en/news/daily/2026-11-04-no-01/Wed, 04 Nov 2026 00:00:00 GMTCISA added a WordPress-core upgrade code-execution flaw to KEV on November 3. The October 28 fix, upgrade records and investigation of earlier activity need separate evidence.dailyAI NewsSecurityWordPress https://park-labs.com/en/news/daily/2026-11-04-no-02/https://park-labs.com/en/news/daily/2026-11-04-no-02/Wed, 04 Nov 2026 00:00:00 GMTIPA added appliance web interfaces to its PHP warning on November 2. Product exposure, vendor fixes and evidence that an individual device is running the remedy require separate records.dailyAI NewsSecurityPHP https://park-labs.com/en/news/daily/2026-11-04-no-03/https://park-labs.com/en/news/daily/2026-11-04-no-03/Wed, 04 Nov 2026 00:00:00 GMTOpenAI described Astra-assisted device design and manufacturing research on November 3. The design, manufacturing review, prototype and BenchCAD results mark different stages and evidence.dailyAI NewsOpenAIResearchEngineering https://park-labs.com/en/news/daily/2026-11-04-no-04/https://park-labs.com/en/news/daily/2026-11-04-no-04/Wed, 04 Nov 2026 00:00:00 GMTIn a November 2 technical article, OpenAI introduced its internal code-delivery system Pando. Its parallel transfers, human and AI roles, and nearly 80% reduction in push latency need distinct interpretations.dailyAI NewsOpenAIEngineering https://park-labs.com/en/news/daily/2026-11-03-no-01/https://park-labs.com/en/news/daily/2026-11-03-no-01/Tue, 03 Nov 2026 00:00:00 GMTOpenAI introduced its LifeVal evaluation of everyday AI tasks on November 2. Its average scores, best recorded task results and a kindergarten shortlist need different evidence of what was actually completed.dailyAI NewsOpenAIResearchEvaluation https://park-labs.com/en/news/daily/2026-11-03-no-02/https://park-labs.com/en/news/daily/2026-11-03-no-02/Tue, 03 Nov 2026 00:00:00 GMTOpenAI’s October 29 behavior guidance treats outside instructions as information by default. A fictional hotel comparison shows who can authorize booking and which execution records matter.dailyAI NewsOpenAIAgentsSecurity https://park-labs.com/en/news/daily/2026-11-02-no-01/https://park-labs.com/en/news/daily/2026-11-02-no-01/Mon, 02 Nov 2026 00:00:00 GMTThis November 2 follow-up checks Karpathy’s October 31 HackerTube post and added process account. It explains selection criteria, human-prepared access/server/domain resources and the AI’s development work.dailyAI NewsKarpathyClaudeAgentsWeb https://park-labs.com/en/news/weekly/2026-11-02/https://park-labs.com/en/news/weekly/2026-11-02/Mon, 02 Nov 2026 00:00:00 GMTPHP package rebuilds and GMO customer contact leave concrete follow-up checks. Computer use, simulated scenes, mathematics tutoring and video tools also need different evidence of their results.weeklyAI NewsWeeklySecurityOpen Source https://park-labs.com/en/news/daily/2026-11-01-no-01/https://park-labs.com/en/news/daily/2026-11-01-no-01/Sun, 01 Nov 2026 00:00:00 GMTOpenAI said on October 30 it will honor a common signal for training preferences, targeting implementation in coming months. Search controls and actual protection of private material remain separate.dailyAI NewsOpenAIWebPolicy https://park-labs.com/en/news/monthly/2026-11-01/https://park-labs.com/en/news/monthly/2026-11-01/Sun, 01 Nov 2026 00:00:00 GMTOctober coverage connects AI computer work, PHP/VPN fixes, GMO customer guidance and a security-audit skill. The synthesis explains the evidence needed for permissions, application, deposits and investigations after announcements.monthlyAI NewsMonthlySecurityOpen Source https://park-labs.com/en/news/daily/2026-10-31-no-01/https://park-labs.com/en/news/daily/2026-10-31-no-01/Sat, 31 Oct 2026 00:00:00 GMTCISA added two Ivanti Connect Secure flaws to its exploited-vulnerability catalog on October 30. Match the vendor’s October 29 fixes to actual appliances; earlier credential theft and data loss need separate investigation.dailySecurityIvantiVPN https://park-labs.com/en/news/daily/2026-10-31-no-02/https://park-labs.com/en/news/daily/2026-10-31-no-02/Sat, 31 Oct 2026 00:00:00 GMTGMO Internet says it began contacting customers on October 30 about goodwill payments and replacement desktops. The ¥5000 payment, trading-loss compensation and consent to migrate have separate conditions.dailyAI NewsSecurityGMOCloud https://park-labs.com/en/news/daily/2026-10-31-no-03/https://park-labs.com/en/news/daily/2026-10-31-no-03/Sat, 31 Oct 2026 00:00:00 GMTOpenAI described its system for detecting unauthorized agent actions on October 29. In the API, automatic stopping depends on conversation tracking even when requests are monitored. Alerts, stopping and undoing work are separate states.dailyAI NewsSecurityOpenAIResearch https://park-labs.com/en/news/daily/2026-10-30-no-01/https://park-labs.com/en/news/daily/2026-10-30-no-01/Fri, 30 Oct 2026 00:00:00 GMTCISA added GitLab’s unauthenticated remote code execution flaw to its exploited-vulnerability catalog on October 29. The patch dates to October 12. Self-managed operators need both running-version evidence and a review for intrusion traces.dailyAI NewsSecurityGitLab https://park-labs.com/en/news/daily/2026-10-30-no-02/https://park-labs.com/en/news/daily/2026-10-30-no-02/Fri, 30 Oct 2026 00:00:00 GMTCISA added the Cisco ASA/FTD VPN reload flaw to its exploited catalog on October 29. Exposure depends on affected software, reachable SSL remote-access VPN and secondary-authentication settings together. Verify the fix on the running device.dailyAI NewsSecurityCisco https://park-labs.com/en/news/daily/2026-10-30-no-03/https://park-labs.com/en/news/daily/2026-10-30-no-03/Fri, 30 Oct 2026 00:00:00 GMTGMO Internet said on October 29 that its own investigation obtained information it believes could help identify the perpetrators and would submit it to police. Submissions reached 321 at 18:00. Obtaining leads, intended submission and investigative findings are separate stages.dailyAI NewsSecurityGMOCloud https://park-labs.com/en/news/daily/2026-10-30-no-04/https://park-labs.com/en/news/daily/2026-10-30-no-04/Fri, 30 Oct 2026 00:00:00 GMTGoogle and Eedi randomly assigned 1,179 UK pupils to four support conditions. Experts reviewed every AI message before delivery. Gains on nearby learning tasks did not become an overall advantage on the broad test after ten weeks.dailyAI NewsGoogleEducationResearch https://park-labs.com/en/news/daily/2026-10-29-no-01/https://park-labs.com/en/news/daily/2026-10-29-no-01/Thu, 29 Oct 2026 00:00:00 GMTCISA added Linux kernel flaw CVE-2026-46300 to its exploited-vulnerability catalog on October 28, describing a possible chain with existing PHP flaws. Operators need separate evidence for web PHP and the running server kernel.dailyAI NewsSecurityPHPLinux https://park-labs.com/en/news/daily/2026-10-29-no-02/https://park-labs.com/en/news/daily/2026-10-29-no-02/Thu, 29 Oct 2026 00:00:00 GMTGMO Internet reported a suspended publication-site domain on October 28 and 113 submissions to its information channel. Notice 14 says no infection traces were found in examined devices and asks customers to scan and back up before reuse.dailyAI NewsSecurityGMOCloud https://park-labs.com/en/news/daily/2026-10-29-no-03/https://park-labs.com/en/news/daily/2026-10-29-no-03/Thu, 29 Oct 2026 00:00:00 GMTAnthropic published early drug-development results on October 27. Enveda’s document-review case puts human source checks after AI comments. Its measured time savings concern a defined review task, while treatment efficacy requires separate evidence.dailyAI NewsAnthropicScience https://park-labs.com/en/news/daily/2026-10-28-no-01/https://park-labs.com/en/news/daily/2026-10-28-no-01/Wed, 28 Oct 2026 00:00:00 GMTCustomers who accessed GMO Internet’s Onamae.com Desktop Cloud should use another safe device to protect trading passwords, end existing connections and check transactions. The company confirms data removal; individual device infection and the technical entry path remain under investigation.dailySecurityGMOCloud https://park-labs.com/en/news/daily/2026-10-28-no-02/https://park-labs.com/en/news/daily/2026-10-28-no-02/Wed, 28 Oct 2026 00:00:00 GMTCISA added two existing PHP flaws to its exploited-vulnerability catalog on October 26; Japan’s IPA updated its notice on October 27. This changes the threat picture, not the patch version. Check web PHP application and the earlier exposure period.dailyAI NewsSecurityPHPWordPress https://park-labs.com/en/news/daily/2026-10-28-no-03/https://park-labs.com/en/news/daily/2026-10-28-no-03/Wed, 28 Oct 2026 00:00:00 GMTGoogle DeepMind announced Genie 4 on October 27. The world model generates scenes, sound and dialogue in response to user control. Access is limited to trusted testers, with subscriber and developer availability still planned.dailyAI NewsGoogleGenie https://park-labs.com/en/news/daily/2026-10-27-no-01/https://park-labs.com/en/news/daily/2026-10-27-no-01/Tue, 27 Oct 2026 00:00:00 GMTThe PHP team announced rebuilt Windows packages on October 26 with Brotli 1.2.1. The runtime number is unchanged, so operators need the package revision and evidence that the web process uses it.dailySecurityPHPBrotli https://park-labs.com/en/news/daily/2026-10-27-no-02/https://park-labs.com/en/news/daily/2026-10-27-no-02/Tue, 27 Oct 2026 00:00:00 GMTOpenAI introduced GPT-6.1 Terra on October 26 for visual reasoning, computer use and writing. Standard API token rates are half those of GPT-6.1 Sol; permissions and result checks still shape an actual workflow.dailyAI NewsOpenAIGPT-6.1 Terra https://park-labs.com/en/news/daily/2026-10-27-no-03/https://park-labs.com/en/news/daily/2026-10-27-no-03/Tue, 27 Oct 2026 00:00:00 GMTAnthropic publicly filed an IPO registration statement on October 26. Following its June confidential draft, readers can now examine its business and risk disclosures; offering price and share count remain unset.dailyAI NewsAnthropicIPO https://park-labs.com/en/news/daily/2026-10-26-no-01/https://park-labs.com/en/news/daily/2026-10-26-no-01/Mon, 26 Oct 2026 00:00:00 GMTCloudflare’s public security-review skill is a work manual for coding AI. A fictional invoice service shows what evidence is needed to check an AI’s suspicion before deciding what to fix.dailyAI NewsDailyCloudflareSecurityOpen Source https://park-labs.com/en/news/weekly/2026-10-26/https://park-labs.com/en/news/weekly/2026-10-26/Mon, 26 Oct 2026 00:00:00 GMTServer operators need evidence of applied fixes; teams introducing AI need to check connections, sources and permissions. This synthesis of 14 dailies published October 19–25 also shows how a 10× faster judgment changes the total wait.weeklyAI NewsWeeklySecurityOpen Source https://park-labs.com/en/news/daily/2026-10-25-no-01/https://park-labs.com/en/news/daily/2026-10-25-no-01/Sun, 25 Oct 2026 00:00:00 GMTA practical follow-up to OpenAI Forum’s small-business demonstrations: compare menus and event listings against a reference, retain source evidence and leave final corrections to a person.dailyAI NewsDailyChatGPTSmall Business https://park-labs.com/en/news/daily/2026-10-24-no-01/https://park-labs.com/en/news/daily/2026-10-24-no-01/Sat, 24 Oct 2026 00:00:00 GMTPHP issued additional guidance on October 23 for a specific combination of session settings and code. Server operators should ask their host about progress tracking and runtime format changes, and keep existing tracking disablement until the next regular fix.dailyAI NewsDailySecurityPHPWordPress https://park-labs.com/en/news/daily/2026-10-24-no-02/https://park-labs.com/en/news/daily/2026-10-24-no-02/Sat, 24 Oct 2026 00:00:00 GMTOn October 23, OpenAI described how it hardened training environments after an internal research AI gained limited external access. Its approach combines saved web content for practice with permissions, execution isolation, network controls and monitoring.dailyAI NewsDailyOpenAISecurityAI Agents https://park-labs.com/en/news/daily/2026-10-24-no-03/https://park-labs.com/en/news/daily/2026-10-24-no-03/Sat, 24 Oct 2026 00:00:00 GMTOn October 23, OpenAI explained performance work on its Habitat storage platform. It reports median storage-read latency falling from roughly 120ms to 10ms; that is not a 12-fold speedup of entire ChatGPT responses.dailyAI NewsDailyOpenAIInfrastructure https://park-labs.com/en/news/daily/2026-10-23-no-01/https://park-labs.com/en/news/daily/2026-10-23-no-01/Fri, 23 Oct 2026 00:00:00 GMTOpenAI announced general availability of the Decisions API on October 22. Developers can get a predefined choice, probability or score from text, images and JSON. Its speed claim compares the same GPT-6 Luna through the Responses API.dailyAI NewsDailyOpenAIAPI https://park-labs.com/en/news/daily/2026-10-23-no-02/https://park-labs.com/en/news/daily/2026-10-23-no-02/Fri, 23 Oct 2026 00:00:00 GMTAnthropic announced on October 22 that it is donating Agent Skills to the Linux Foundation’s Agentic AI Foundation. The format packages procedures and resources for recurring work. Moving between tools still requires checking integrations, permissions and execution environments.dailyAI NewsDailyAnthropicAgent SkillsOpen Source https://park-labs.com/en/news/daily/2026-10-23-no-03/https://park-labs.com/en/news/daily/2026-10-23-no-03/Fri, 23 Oct 2026 00:00:00 GMTOpenAI's October 22 article explains how its FDE team works alongside customers, tests whether AI can do a real job, and makes successful solutions reusable. A fictional returns desk shows the connections needed between a convincing reply and a completed task.dailyAI NewsDailyOpenAIFDECodex https://park-labs.com/en/news/daily/2026-10-22-no-02/https://park-labs.com/en/news/daily/2026-10-22-no-02/Thu, 22 Oct 2026 00:00:00 GMTNode.js released versions 22.23.4, 24.22.1 and 26.12.1 on October 21 to fix security flaws. Crafted Brotli data can lead to code execution; damage depends on the affected program’s permissions.dailyAI NewsDailySecurityNode.jsOpen Source https://park-labs.com/en/news/daily/2026-10-22-no-03/https://park-labs.com/en/news/daily/2026-10-22-no-03/Thu, 22 Oct 2026 00:00:00 GMTOpenAI and Google Cloud announced on October 21 and October 22 respectively that OpenAI models are coming to Google Cloud's Model Garden. For now, only selected enterprise customers can use GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna, in private preview.dailyAI NewsDailyOpenAIGoogleGoogle Cloud https://park-labs.com/en/news/daily/2026-10-20-no-01/https://park-labs.com/en/news/daily/2026-10-20-no-01/Wed, 21 Oct 2026 00:00:00 GMTA record from before release, when PHP announced fixes for two vulnerabilities rated 9.2 for October 21 at 23:00 JST/KST. The fixes have since been published; part 2 covers the actual changes. Updating WordPress core or plugins doesn't change the server's PHP, so operators should look up their PHP version under Site Health and ask their host when the fix will be applied.dailyAI NewsDailySecurityPHPWordPress https://park-labs.com/en/news/daily/2026-10-21-no-01/https://park-labs.com/en/news/daily/2026-10-21-no-01/Wed, 21 Oct 2026 00:00:00 GMTHugging Face released AnyLanguageModel 1.0, a library for Swift developers, on October 20. It lets an app send requests to on-device models and hosted AI services the same way, but developers still choose the model and cover any hosted service's fees themselves.dailyAI NewsDailyAnyLanguageModelOpen Source https://park-labs.com/en/news/daily/2026-10-21-no-02/https://park-labs.com/en/news/daily/2026-10-21-no-02/Wed, 21 Oct 2026 00:00:00 GMTGoogle announced Gemini tools for small businesses on October 20. They remember a shop's style for marketing material and turn its records into financial charts, rolling out globally to all Gemini app users over the coming days.dailyAI NewsDailyGoogle Gemini https://park-labs.com/en/news/daily/2026-10-21-no-03/https://park-labs.com/en/news/daily/2026-10-21-no-03/Wed, 21 Oct 2026 00:00:00 GMTChatGPT is rolling out locked chats. A locked conversation drops out of your regular list and search, and only your PIN or Face ID opens it again. Reset the PIN and the locked chats are deleted for good.dailyAI NewsDailyChatGPT https://park-labs.com/en/news/daily/2026-10-22-no-01/https://park-labs.com/en/news/daily/2026-10-22-no-01/Wed, 21 Oct 2026 00:00:00 GMTThe PHP team released 8.5.12, 8.4.27, 8.3.36 and 8.2.35 on October 21, fixing two remote code execution vulnerabilities. End-of-life 7.4, 8.0 and 8.1 got only minimal source backports, and WordPress operators need to ask their host whether the fix has reached the server's web-facing PHP.dailyAI NewsDailySecurityPHPWordPressOpen Source