Blog category

Knowledge

Practical guides, checklists, and business operations knowledge for Thai SMEs.

Jun 9, 2026

China’s AI training-data push highlights why vertical datasets matter more than generic chat

SCMP Tech reported that China’s data authority has published a draft nationwide plan to expand high-quality, industry-specific AI training data. For Bubbll, the lesson is that useful AI for commerce and hospitality comes from structured domain context, permissions and feedback loops—not generic prompts alone.

Jun 9, 2026

Alibaba’s Token Foundry move shows AI commercialization needs one operating layer

SCMP reported that Alibaba created Token Foundry, consolidating Tongyi Lab and Future Life Lab under CEO Eddie Wu as it pushes AI commercialization. The Bubbll takeaway is that AI value improves when model work, product teams and customer workflows share one operating layer.

Jun 9, 2026

OTA-funded AI travel assistants could reshape hotel visibility and direct guest relationships

Hospitality Net’s 8 June 2026 editorial highlighted Booking Holdings and Airbnb funding separate AI travel ventures as hedges, raising the possibility that hotels may rent visibility from both OTAs and AI assistants. For Bubbll’s hotel direction, direct guest data and messaging workflows become more valuable.

Jun 9, 2026

AI relay-service warnings turn data leakage into a product trust requirement

SCMP reported on 8 June 2026 that China’s national security authority warned about AI relay services that route local users to overseas models, citing risks such as data leaks, privacy breaches and unauthorised cross-border transfers. For Bubbll, AI integrations need clear routing, consent and audit boundaries.

Jun 8, 2026

Hotel sustainability is becoming a daily operations and data workflow

Hospitality Net published a 8 June 2026 operations piece on embedding sustainability into day-to-day hotel work through data tracking, workflow integration and leadership accountability. For hotel software, sustainability is increasingly an operational system-of-record problem, not a separate brochure item.

Jun 8, 2026

DeepSeek V4 price pressure shows AI features need cost-aware architecture

SCMP reported on 8 June 2026 that DeepSeek V4’s low-cost model pricing is pushing Chinese AI rivals and cloud providers to cut API prices. For product teams, the lesson is to design AI workflows around routing, usage limits and measurable value per request.

Jun 8, 2026

JPMorgan using AI for check processing shows back-office payments still need automation

Payments Dive reported that JPMorgan Chase is using AI and robotics to streamline lockbox check processing, a reminder that legacy payment rails still create operational workload.

Jun 8, 2026

LinkedIn’s expanded post insights show social analytics moving closer to CRM

Social Media Today reported that LinkedIn is adding more detailed post performance insights, including data about who posts reach in and beyond a user’s network.

Jun 8, 2026

Notion’s Anthropic disruption is a reminder to design AI features for vendor resilience

TechCrunch reported that Notion restored access to Anthropic after a service disruption, turning a short AI dependency incident into a useful product-design lesson for SaaS teams.

Jun 7, 2026

Amazon’s handling-time push shows fulfilment accuracy is part of customer trust

Retail Dive reported that Amazon is asking sellers to be more precise with handling times for self-fulfilled SKUs to improve delivery-date accuracy.

Jun 7, 2026

AI agent finding 21 FFmpeg zero-days raises the bar for media and chat security

A security report says an AI agent found 21 previously unknown FFmpeg vulnerabilities, while Chrome patched a record 429 bugs in the same news cycle.

Jun 7, 2026

Smart-TV proxy reports show consent and device trust are now platform-design issues

The Hacker News reported on 6 June 2026 that research into Bright Data’s SDK found free apps can turn consumer devices, including smart TVs, into web-scraping proxy nodes for AI-related data businesses. The report frames the risk less as account theft and more as user bandwidth, home IP reputation and consent being pulled into unseen infrastructure.