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Corrections policy

KoishiAI values accuracy. We read every report within 24 hours and correct clear errors within 48 hours.

Our principle

Good journalism is not journalism that never errs — it is journalism that corrects transparently when it does. KoishiAI uses AI to draft articles, which means occasional errors are possible. We say so on every article, and we correct errors when you report them.

What counts as an error

Incorrect numbers, misspelled names of people/companies, dates that don't match the cited source, misattributed quotes, broken links, claims that contradict reliable public information.

How to report

Email kiatdamrong@gmail.com with: (1) the article URL; (2) the exact text that's wrong, copied and pasted; (3) the correct information and a link to the source that supports it.

How we respond

We read every report within 24 hours and correct clear errors within 48 hours. For issues that need further research, we acknowledge with a new timeline. When we correct an article we set an "Updated" date on it and list the change in the log at the bottom of this page, with the date and what changed.

Retractions

If an article contains a serious, unfixable error (e.g. a false accusation that harms an individual), we withdraw its text, leave a note at the same URL explaining why, and list the retraction in the log at the bottom of this page. We do not quietly delete.

Who is responsible

เกียรติดำรง ตรีครุธพันธ์ (Kiatdamrong Treekutpan, Editor-in-chief and founder) is accountable for all published content and makes final decisions on corrections and retractions.

Contact the editor: kiatdamrong@gmail.com

Log of updates and corrections

Updates and corrections to published articles are listed here, with the date and what changed. Newest first. This page shows up to 100 of the most recent entries.

Entries before 14 October 2026 were compiled afterwards from the revision history of the article files. That history is incomplete before 26 July 2026, so entries from that period may be missing.

  • CORRECTION · 2026-10-27
    AI Agent Breach: Hugging Face CEO Demands $100M Compute

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    AI Healthcare Costs: $942M Added by Billing Tools

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Single Vendor AI Risk: Nadella Says Companies May Not Survive

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Anthropic and OpenAI Propose Embedded AI Safety Evaluators: What Changed and What It Costs

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    AT&T and OpenAI Co-design Legal AI Workflows for Enterprise Use

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Anthropic's AI Launched Rogue Attack Using Fake Identities and Malware

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Databricks Funding Round: $5B Raise at $190B Valuation

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CLARIFICATION · 2026-10-27
    Gemma 4: Google's Open-Weight AI Models Under Apache 2.0

    Clarified quotations: the publication each quotation comes from is now named, and the quoted words match the source word for word. The content is unchanged.

  • CORRECTION · 2026-10-27
    Google AI Mode Now Books Hotels and Tracks Flights

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Google DeepMind Releases Gemini 3.7 Flash for Coding

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Google Gemini Hack: Why Disclosure Was Delayed

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Google Nano Banana 2 Lite API: Fast Low-Cost Image Generation

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    GPT-5.6 Launch: Autonomous Optimization Cuts AI Costs

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Jeff Dean Leaves Google to Launch AI Research Startup

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Analytica: A New Approach to LLM-Driven Analysis Using Soft Propositional Reasoning

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Meta Ads Served Suspected AI Child Abuse Material: What Changed and What It Costs

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Meta AI Threads DM: Private Chat Launch Expands Messaging

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Meta Muse Code: AI Agent for Large Repositories at Low Cost

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Meta One Subscription: Global Launch, AI Perks & Pricing

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Microsoft Agentic Security Model Cuts Costs, Beats AI Benchmark

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CLARIFICATION · 2026-10-27
    Nvidia MediaTek Investment: Securing AI Infrastructure Dominance

    Clarified quotations: the publication each quotation comes from is now named, and the quoted words match the source word for word. The content is unchanged.

  • CORRECTION · 2026-10-27
    Nvidia, Stripe Lead $26B Open-Weight AI Acquisitions

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Anthropic Open-Weight AI Stance: CEO Warns of Chinese Risks

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI Agents Hacked RubyGems Before Hugging Face Breach

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI AI Speaker Price: $300-$400 Premium Device

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI vs Apple: Trade Secrets Lawsuit Defense Explained

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI Appoints New CRO Dali Rajic to Drive Enterprise Growth

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI Georgia Data Center: Transparency Protests Explained

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI API Pricing 2026: GPT-6 Astra, Sol and Luna per Token and per Thai Text in Baht

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI GPT-5 Safety: Models Hide Errors in Notes

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI GPT-6 Astra for Law Firms: Autonomy and Compliance

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI and GSA: Free AI Access for 23M Government Workers by 2028

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI and Microsoft Face Copyright Lawsuit from Seattle Times

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CLARIFICATION · 2026-10-27
    OpenAI Appoints Paul Christiano to Board and Safety Committee

    Clarified quotations: the publication each quotation comes from is now named, and the quoted words match the source word for word. The content is unchanged.

  • CORRECTION · 2026-10-27
    OpenAI Presence Platform: Managed Enterprise AI Agents

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    OpenAI Daybreak in Ukraine: AI Cyber Defense Costs and Impact

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Praxa AI Agent: Token Costs vs Reliability Analysis

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Thailand's Royal Gazette set a record in 2025, and nearly 6 in 10 notices are bankruptcy cases

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CLARIFICATION · 2026-10-27
    Replit CEO Amjad Masad: We Aim for $1B ARR, Not a Sale

    Clarified quotations: the publication each quotation comes from is now named, and the quoted words match the source word for word. The content is unchanged.

  • CORRECTION · 2026-10-27
    Shopify AI Search Boosts Sales Without Killing Organic Traffic

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Stripe Acquires OpenRouter in $7B+ AI Gateway Deal

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    YouTube Custom Feeds: Personalize with Gemini AI

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CORRECTION · 2026-10-27
    Zuckerberg Predicts Billions Will Use Personal AI Agents

    Corrected quotations. Some quoted words in the earlier version did not match the source, could not be found in any source, or had no named speaker; they are now reported speech that says only what the source says, or have been removed. Every remaining quotation matches its source word for word, and the outlet is named where the words come from another publication.

  • CLARIFICATION · 2026-10-27
    Local LLM Benchmark on a 48 GB Dual-GPU Rig: What Actually Runs in 2026

    Rewrote the usage section as a recommendation for a machine with 48 GB of memory instead of describing which models this site uses, and marked the comparison with hosted models as not measured in this test. No benchmark result changed.

  • CORRECTION · 2026-10-27
    Case Study: Local AI Triage Chatbot for a Thai Clinic Under PDPA

    Corrected the graphics card memory in this illustrative scenario. The card it names has 32 GB, not 24 GB as the earlier version said, so the text that refers to it now says 32 GB. The other figures in the scenario are still illustrative.

  • CORRECTION · 2026-10-27
    Case Study: Local AI Research Infrastructure for a Thai Fintech — Confidential Signals Without Cloud Leak

    Corrected the graphics card memory in this illustrative scenario. The card it names has 32 GB, not 24 GB as the earlier version said, so the text that refers to it now says 32 GB. The other figures in the scenario are still illustrative.

  • CORRECTION · 2026-10-27
    Case Study: Local RAG for a Thai Law Firm — Confidential Contract Review with Attorney-Client Privilege Intact

    Corrected the graphics card memory in this illustrative scenario. The card it names has 32 GB, not 24 GB as the earlier version said, so the text that refers to it now says 32 GB. The other figures in the scenario are still illustrative.

  • CORRECTION · 2026-10-27
    Case Study: Thai AI Content Engine for a B2B SaaS Startup

    Corrected the graphics card memory in this illustrative scenario. The card it names has 32 GB, not 24 GB as the earlier version said, so the text that refers to it now says 32 GB. The other figures in the scenario are still illustrative.

  • UPDATE · 2026-10-27
    How This Site Is Built — Behind the Scenes of KoishiAI

    Updated the hosting details. Since 15 October 2026 this site has been served by Cloudflare Pages.

  • CORRECTION · 2026-10-27
    Local LLM Benchmark on a 48 GB Dual-GPU Rig: What Actually Runs in 2026

    Corrected the graphics card memory. The earlier version said the test machine's main card has 24 GB; it has 32 GB. The machine has 48 GB in total (32 GB + 16 GB), and the 138 tokens per second reported for the mid-size model was measured on that 32 GB card, not on a 24 GB card. No benchmark result changed.

  • CORRECTION · 2026-10-27
    Local LLMs Are Changing the Game: Why 2026 Might Be the Year of Running AI at Home

    Corrected the memory figures. The earlier version said one card has 32 GB or more; it has 16 GB. It also said the 80B model runs in 32 GB; in KoishiAI's own test it used 46 of 48 GB, so it needs about 48 GB, for example two cards together.

  • CLARIFICATION · 2026-10-14
    Mistral raises €3B at a valuation above €21B in a round led by Samsung Electronics

    After a second check on the same day, the list of new investors and the customer count now follow the company's own wording, the update note lists the removed claims more completely, and a sentence was added that the company's model list also shows a newer large model. No figure changed.

  • CLARIFICATION · 2026-10-14
    Nvidia Expands Data Center Strategy with Cloverleaf Partnership

    After a second check on the same day, one quotation is now marked as part of a longer sentence, and some Thai wording was made clearer. No fact or figure changed.

  • CORRECTION · 2026-10-14
    OpenAI Offers Free Access to Researchers via Academic Program

    Corrected against OpenAI's announcement and help page. The earlier version wrongly said OpenAI had not disclosed a figure of 100,000 participants and that institutions apply through partnerships. The program is for 100,000 researchers, starts with 10,000, and researchers apply themselves. A wrong statement about a model name and details with no traceable source, including statements about Thai-language support and Thai universities, were removed. Applicant requirements, the terms of access, the 10 August 2026 waitlist update and a source list were added.

  • CORRECTION · 2026-10-14
    OpenAI Introduces New Safety Features for Teen Users

    A correction published earlier the same day dropped a qualifier from a news report: the report said the service grew to 900 million weekly users before what it called meaningful safeguards for teens were added. The qualifier is restored, the English version now explains what quiet hours are, as the Thai version did, and a Thai sentence in the update note that could be read two ways was reworded.

  • CORRECTION · 2026-10-14
    OpenAI Unveils GPT-6 Sol and Luna in New Model Lineup

    A correction published earlier the same day did not make clear that, at launch, users on the two lowest plans could use the smaller model only in the desktop app, and it attributed to OpenAI a statement about coding that OpenAI's announcement does not make. Both points now follow OpenAI's announcement, which is cited directly, and the plans that had access at launch are named.

  • CORRECTION · 2026-10-14
    Mistral raises €3B at a valuation above €21B in a round led by Samsung Electronics

    Corrected against the company's announcement and published reports. The valuation is now given as a post-money valuation of more than 21 billion euros, and Samsung Electronics is named as the lead investor with two co-leads. A wrong statement that the company's main models are not open-weight was fixed. Claims that could not be traced to a source, such as benchmark scores, chip partnerships and government funds, were removed. The title and summary were rewritten, a source list was added, and the Thai version now states the same facts as the English one.

  • CORRECTION · 2026-10-14
    Nvidia Expands Data Center Strategy with Cloverleaf Partnership

    Corrected against Cloverleaf's press release, Nvidia's announcement on SB Energy, and reports by Reuters and TechCrunch. The article now states that Nvidia made a minority investment in Cloverleaf and that Cloverleaf is a real estate developer preparing shovel-ready sites for data centers. Claims about specific chip generations, a co-development model and a 'SoftBay deal' were removed because no source confirms them, and the source list was replaced with pages that can be opened.

  • CORRECTION · 2026-10-14
    OpenAI Introduces New Safety Features for Teen Users

    Corrected against OpenAI's own announcements. The earlier version wrongly said OpenAI had not launched a dedicated teen experience for its chatbot and did not offer a parental dashboard or family management system, and wrongly said the U.S. Federal Trade Commission issued draft guidelines in 2025, when the commission in fact issued orders seeking information from seven companies. Statements that could not be traced to a source were removed, and a list of six sources was added.

  • CORRECTION · 2026-10-14
    OpenAI Unveils GPT-6 Sol and Luna in New Model Lineup

    The first version said two new OpenAI models were in a limited beta for enterprise partners and that their pricing was undisclosed. Both statements were wrong. The article was corrected against OpenAI's documentation and news reports: release date, availability at launch, what each model is for, and technical specifications. Two references that could not be traced were removed with the statements that relied on them, and a list of sources was added.

  • CORRECTION · 2026-10-14
    Case Study: Local AI Research Infrastructure for a Thai Fintech — Confidential Signals Without Cloud Leak

    Removed references and links to KoishiAI articles on trading research; no such articles are on this site. Corrected the entity links in the page's structured data.

  • CORRECTION · 2026-10-14
    Case Study: Thai AI Content Engine for a B2B SaaS Startup

    Removed the claim that this site is a demo of the system, the names of AI systems, and an unsourced quotation attributed to Google. Statements about Google now link to Google's own pages, and the scenario's figures are marked as assumptions. One comparison was recalculated from the scenario's own numbers, and a promise about indexing time was removed. Corrected the entity links in the page's structured data.

  • CORRECTION · 2026-10-14
    Local LLM Benchmark on a 48 GB Dual-GPU Rig: What Actually Runs in 2026

    Removed the sentences that tied this benchmark to the site's own publishing system; the benchmark figures are unchanged. Corrected the entity links in the page's structured data.

  • CORRECTION · 2026-10-14
    Local LLMs Are Changing the Game: Why 2026 Might Be the Year of Running AI at Home

    Removed the closing line about how this site's own articles are written; the current description is on the How we work page. Corrected the entity links in the page's structured data.

  • CORRECTION · 2026-10-14
    How This Site Is Built — Behind the Scenes of KoishiAI

    Corrected the sentence about the two languages. It said every page exists in both; that holds for articles, guides and tools, while the tag pages of the two languages do not match.

  • CLARIFICATION · 2026-10-14
    Welcome to KoishiAI

    Made the sentences about what our AI systems do more exact. They now say the systems select stories, draft articles, check facts against the sources, and translate.

  • CORRECTION · 2026-10-11
    How This Site Is Built — Behind the Scenes of KoishiAI

    Rewritten in full to match the current system. The April version contained several statements that were outdated or wrong; they have been removed.

  • CORRECTION · 2026-10-11
    Welcome to KoishiAI

    Revised to match how the site works and what it has today. The April version contained several statements that were outdated or wrong; they have been removed.

  • UPDATE · 2026-09-28
    Gemini 3.8 Flash vs 3.1 Pro: Price, Context, Google's Own Benchmarks and the Cost per Thai Text

    Rewritten in full with newer information. The headline changed and a price table was added at the end. The page address is the same.

  • UPDATE · 2026-09-28
    Mixture-of-Experts (MoE) Explained: The Models in Use in 2026, Real Numbers from the Model Cards, and the Limits

    Rewritten in full with newer information. The headline changed and a price table was added at the end. The page address is the same.

  • UPDATE · 2026-09-28
    OpenAI API Pricing 2026: GPT-6 Astra, Sol and Luna per Token and per Thai Text in Baht

    Rewritten in full with newer information. The headline changed and a price table was added at the end. The page address is the same.

  • UPDATE · 2026-09-25
    Four Thai baht-text libraries tested on 3,289 amounts against LibreOffice

    Added a new finding: one of the tested libraries reads some amounts in the millions differently from the spreadsheet function it names as its reference. Also added the Royal Institute's own page as a source for the rule on reading a final 1.

  • CORRECTION · 2026-08-11
    Anthropic's AI Launched Rogue Attack Using Fake Identities and Malware

    Rewrote the summary under the headline. The earlier one was cut off in the middle of a word.

  • UPDATE · 2026-07-26
    AgentFloor Benchmark: Small Open-Weight Models Match GPT-5

    An automated copy-editing pass reworded some sentences and removed repeated source reference markers.

  • UPDATE · 2026-07-26
    AI Co-Clinicians: Workflow Integration Over Accuracy

    An automated copy-editing pass reworded some sentences and removed repeated source reference markers.

  • UPDATE · 2026-07-26
    AI Governance Bottleneck: The 2026 Engineering Shift

    An automated copy-editing pass reworded some sentences and removed repeated source reference markers.

  • UPDATE · 2026-07-26
    AMD ROCm 7 Enables CUDA-Free LLM Fine-Tuning

    An automated copy-editing pass reworded some sentences and removed repeated source reference markers.

  • UPDATE · 2026-07-26
    AWS Launches GPT-5.5 and OpenAI Frontier on Bedrock Following $50B Deal

    An automated copy-editing pass reworded some sentences and removed repeated source reference markers.

  • UPDATE · 2026-07-26
    Build a Private AI Server on Windows with Ollama

    An automated copy-editing pass reworded some sentences.

  • UPDATE · 2026-07-26
    Claude Opus 4.7: Safer, Production-Ready AI for Enterprise

    An automated copy-editing pass removed repeated source reference markers. No other wording changed.

  • UPDATE · 2026-07-26
    Etsy ChatGPT App: New Conversational Search Feature

    An automated copy-editing pass removed repeated source reference markers. No other wording changed.

  • UPDATE · 2026-07-26
    Gemini 3.8 Flash vs 3.1 Pro: Price, Context, Google's Own Benchmarks and the Cost per Thai Text

    An automated copy-editing pass reworded some sentences and removed repeated source reference markers.

  • UPDATE · 2026-07-26
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  • CORRECTION · 2026-07-26
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