Insights & Articles
Articles and practical insights on AI, PDPA, data privacy, and digital transformation for Thai enterprises.
Claude Fable 5: Anthropic Brings a Mythos-Class Model to the Public, With Three Classifiers That Route Cybersecurity and Biology Queries to Opus 4.8
On 9 June 2026, Anthropic released Claude Fable 5, a Mythos-class model made safe for general use through three classifiers that handle cybersecurity, biology and chemistry, and distillation queries by redirecting them to Opus 4.8. Anthropic reports the classifiers trigger in under 5 percent of sessions on average. Fable 5 is priced at $10/$50 per million tokens, twice Opus 4.8, and reaches state-of-the-art results on nearly every benchmark Anthropic measured. This piece sets out the news, what Mythos-class means, and what enterprise teams should know.
Claude Opus 4.8 Retakes #1 from GPT-5.5: Dynamic Workflows Let Claude Code Run Hundreds of Subagents in One Session
On 28 May 2026, Anthropic released Claude Opus 4.8, reclaiming the #1 position on the Artificial Analysis Intelligence Index at 61.4, ahead of GPT-5.5 by 1.2 points, and scoring 69.2% on SWE-Bench Pro for coding. The headline new feature is Dynamic Workflows in Claude Code, which runs hundreds of parallel subagents in a single session and handles codebase-scale migrations across hundreds of thousands of lines. Code flaw rate is roughly four times lower than the predecessor. This piece covers the release, what changed, and what it means for teams using Claude Code daily.
A Systematic Guide to Using Obsidian in 2026: Vault Structure, Atomic Notes, PARA, Bases, and a Workflow That Lasts
Obsidian has been around long enough that millions of people have set it up and walked away. The reason is rarely the software. It is the system the user built in week one that they could not maintain by month three. This guide sets out a way to use Obsidian that lasts. Vault structure, atomic notes in the Zettelkasten sense, work organisation through PARA, the new Bases and Canvas features in version 1.12, the small set of plugins worth installing, sync and backup, and the traps that catch most users.
Where SME ERP Stands Globally in 2026: From System of Record to System of Action, Across Services, Manufacturing, and Vertical SaaS
The global ERP market for SMEs is worth around $37.6 billion in 2026. Cloud ERP holds 70 to 83 percent of new deployments. SMEs are the fastest-growing segment, with a CAGR above 14 percent. The clearest shift this year is the move from ERP as a system of record to ERP as a system of action, with agentic AI now making purchase, production, and maintenance decisions inside the system. This piece reviews the state of SME ERP worldwide across services, manufacturing, and vertical SaaS, and what it means for Thai SMEs.
How to Implement Odoo Effectively in 2026: Seven Principles from a Silver Partner That Keep ERP Projects from Failing
Panorama Consulting's 2026 report finds that more than a quarter of ERP projects exceed budget. The primary causes are not technical. They are scope creep, unnecessary customisation, and data migrated without cleaning. This piece sets out seven principles the Enersys team uses, as an Odoo Silver Partner, on real client engagements. The ideas are process before module, phased rollout, configuration at 90 percent with custom capped at 10, data migration as a parallel workstream, change management with equal investment, executive sponsorship per module, and a 30 to 60 day hypercare phase after go-live.
Anthropic Files Confidential S-1 in May 2026 After Series H at $65 Billion, Valuation Near $965 Billion, and a $47 Billion Revenue Run-Rate
Anthropic filed a confidential draft S-1 with the SEC in late May 2026, on the back of a $65 billion Series H that lifted post-money valuation to roughly $965 billion. Revenue run-rate stood at about $47 billion in May 2026, up from $10 billion the prior year. This piece sets out the numbers, explains why this is a tipping point for enterprise AI, and considers what teams using Claude in production, including Enersys, should take from the signal.
Karpathy Leaves OpenAI Orbit for Anthropic: The Person Who Coined Vibe Coding Returns to the Lab for Pretraining Research
On 20 May 2026, Andrej Karpathy announced he had joined Anthropic, leading a new team that uses Claude to accelerate pretraining research. The move set aside his founder role at Eureka Labs, the education company he had only started two years ago. This piece covers the news, what it says about the direction of AI labs after 2025, and what it means for teams who use Claude daily, including Enersys.
PDPC Issues Eight Fines Totalling THB 21.5 Million in a Single Day and Orders 1.2 Million Iris Scans Deleted: The Era of Warnings Is Over
Thailand's PDPC shifted modes in 2025 from issuing warnings to imposing real penalties. On 1 August 2025 it published eight fines across five cases totalling THB 21.5 million in one day. In late November it ordered TIDC Worldverse, the local agent of Sam Altman's World project, to halt iris scanning and delete biometric records of 1.2 million people. A new Emergency Decree on technology crimes introduced criminal penalties for trading personal data. This piece sets out the facts and what data controllers should review in 2026.
Thailand's AI Adoption Gap at 10.7% Against Singapore's 69%: TH-AI Passport, a 1.6 Billion Baht Programme, Opens Registration 5 June 2026
Thailand's AI adoption rate sits at roughly 10.7%, against Singapore at 69% and Vietnam at 23%. The Thai government's answer is the TH-AI Passport, a programme worth more than 1.6 billion baht that aims to give 5 million citizens aged 15 and over access to professional AI tools across 12 platforms and 24 to 25 models, through a single entitlement. Registration opens 5 June 2026. This piece sets out the programme, the criticism it has drawn, and what Thai SMEs should take from the signal.