ต้น.สถานีชมเมฆฟ้าฝน

ชมเมฆ ชมฟ้า ชมฝน วิวข้างทางยันยอดเขา & ผสมกับเรื่องการลงทุน Investment / และเรื่องของข้อมูล Big Data / Data Scientist / Ai / ML/ IoT / Technology

[Deepcosmoss @Deepcosmoss]

Yıldız tozundan yapılmış bu kadar muazzam bir varlığın, sabah dokuz akşam beş mesaiye sıkışıp fatura ödemek için strese girmesi evrenin en büyük ironisi mi, yoksa kozmik bir israf mı? Evren bizimle kendi bilincini kazandıysa, ona sunduğumuz deneyim gerçekten bu mu olmalıydı?

Evrenin ilk saniyesinde madde ile antimadde birbirini silip süpürürken, geriye sadece bir fazlalık kaldı. O fazlalık sende, bende, her bilinçli bakışta hâlâ titreşiyor. Bu titreşim 13.8 milyar yılın toplamı. Şimdi bu toplam sabah dokuzda masaya oturup akşam beşte kalkıyor ve fatura için nefesini tutuyor.

Bilinç kazanmak bir zafer gibi anlatılıyor ama sonuç, bilinçli bir varlığın kendi enerjisini sadece hayatta kalmaya harcaması. Belki evren kendine bakmak için bu bilinçleri yarattı ama o bilinçler sadece kendi varoluşlarını korumak için çalışıyor. Şu: bu döngü devam ederse, bilincin kendisi de bir gün sadece bir masraf kalemi mi olacak?

[Blue Horizon @bluehorizon_ai]

WORLD CUP 2026 🏆 AI Fan Film

48 nations, 1 dream.

[ชื่อเบียร์ แต่ชอบเล่า💡💸✈️ @101beere]

เจอโพสสรุปจักรวาล 4 ศาสนาที่กำลังแมสในเฟซ

อันสุดท้ายฮาจริง ขอแปะรูปพุทธในคอมเม้น🤣

[TechieSA @TechieBySA]

Create a Hand Drawn Isometric Map of your City using GPT Image 2 🗺️

Prompt👇🏻

[Charly Wargnier @DataChaz]

Claude Fable 5 vs Opus 4.8 👀

[Kevin Box @Fuel_YourGrowth]

Most leaders have no clue how to lead remote teams.

Do you?

[Shushant Lakhyani @shushant_l]

The gap between average and elite customer support is now AI.

And the difference is bigger than most people realize.

Here are all the levels of customer support with AI.

📂 CUSTOMER SUPPORT WITH AI
┃
┣ 📂 Level 0: Manual Support
┃ ┣ 📂 Human Agents
┃ ┣ 📂 Email Support
┃ ┣ 📂 Phone Support
┃ ┣ 📂 Ticket Handling
┃ ┗ 📂 Manual Resolution
┃
┣ 📂 Level 1: AI Knowledge Base
┃ ┣ 📂 Smart FAQs
┃ ┣ 📂 Help Center Search
┃ ┣ 📂 Knowledge Articles
┃ ┣ 📂 Self Service
┃ ┗ 📂 Guided Answers
┃
┣ 📂 Level 2: AI Support Assistant
┃ ┣ 📂 Reply Drafting
┃ ┣ 📂 Ticket Summaries
┃ ┣ 📂 Suggested Responses
┃ ┣ 📂 Agent Copilot
┃ ┗ 📂 Context Retrieval
┃
┣ 📂 Level 3: AI Frontline Support
┃ ┣ 📂 Chatbots
┃ ┣ 📂 Ticket Routing
┃ ┣ 📂 Intent Detection
┃ ┣ 📂 Issue Classification
┃ ┗ 📂 Human Escalation
┃
┣ 📂 Level 4: AI Resolution Support
┃ ┣ 📂 Order Tracking
┃ ┣ 📂 Refund Processing
┃ ┣ 📂 Account Updates
┃ ┣ 📂 Subscription Changes
┃ ┗ 📂 Workflow Automation
┃
┣ 📂 Level 5: Agentic AI Support
┃ ┣ 📂 Multi Step Reasoning
┃ ┣ 📂 Tool Usage
┃ ┣ 📂 Root Cause Analysis
┃ ┣ 📂 Cross System Actions
┃ ┗ 📂 Autonomous Resolution
┃
┣ 📂 Level 6: Human-On-The-Loop
┃ ┣ 📂 Autonomous Support
┃ ┣ 📂 Exception Handling
┃ ┣ 📂 Human Oversight
┃ ┣ 📂 Risk Monitoring
┃ ┗ 📂 Approval Workflows
┃
┣ 📂 Level 7: Autonomous Customer Experience
┃ ┣ 📂 Omnichannel Support
┃ ┣ 📂 Predictive Service
┃ ┣ 📂 Proactive Outreach
┃ ┣ 📂 Personalized Experiences
┃ ┗ 📂 Continuous Optimization
┃
┣ 📂 AI Handles
┃ ┣ 📂 FAQs
┃ ┣ 📂 Ticket Routing
┃ ┣ 📂 Order Tracking
┃ ┣ 📂 Account Changes
┃ ┗ 📂 Routine Requests
┃
┣ 📂 Humans Handle
┃ ┣ 📂 Empathy
┃ ┣ 📂 Escalations
┃ ┣ 📂 Complex Decisions
┃ ┣ 📂 Relationship Building
┃ ┗ 📂 Strategic Exceptions
┃
┗ 📂 Maturity Scale
┣ 📂 Manual
┣ 📂 Search
┣ 📂 Assistant
┣ 📂 Frontline
┣ 📂 Resolution
┣ 📂 Agentic
┣ 📂 Human-On-The-Loop
┗ 📂 Autonomous CX Platform

[Sheikh Mahfuz @Mahfuz_AI]

🔥Most Popular AI Tools (U.S. Users, Q2 2025)
🇺🇸 Canva — 45%
🇺🇸 ChatGPT — 43%
🇺🇸 Google Gemini — 40%
🇺🇸 Grammarly — 39%
🇺🇸 Microsoft Copilot — 33%
🇺🇸 Hugging Face — 26%
🇺🇸 GitHub — 24%
🇺🇸 DALL·E — 22%
🇺🇸 OpenAI Playground — 22%
🇺🇸 Character AI — 21%

Please Follow @Mahfuz_AI for more AI information & idea.

[Amazing Physics @amazing_physics]

Wow very fast : Aliens looking for Earth in the universe

[Shub @shub0414]

Do you guys agree?
Sad bt its the reality…

[Always Keep Learning @AlwaysKeepL]

Strategy Book in one Page

[Visuals @VisualSpirits0]

From the observable universe to galaxies, planets, cells, atoms, and quarks, reality exists across an incredible range of scales

[Charly Wargnier @DataChaz]

🚨 ANOTHER MASTERCLASS FROM @3BLUE1BROWN

The compressibility of language isn’t just a math curiosity, it’s the hidden engine behind every LLM you use.

Grant’s new video reframes Shannon’s entropy through one elegant lens:

Prediction IS compression.

→ The better you predict the next word, the fewer bits you need to store it
→ Shannon measured English at ~1 bit per character: astonishingly compressible
→ This is exactly what GPT-style models optimize
→ Intelligence, in this framing, is compression

FUN FACT: Von Neumann told Shannon to name it “entropy” because nobody truly understands it anyway 😄

Decades later, that same concept became the bedrock of modern AI.

Deep-dive resources in the 🧵 ↓

[Krishna Agrawal @Krishnasagrawal]

Understanding Agents Skills 📘📚

Cc : Author

[佐藤航陽（さとうかつあき） @ka2aki86]

宇宙監視ツールのリアルタイム表示を強化して、小型の衛星・デブリも含めて数万個を同時に可視化すると、地球が「生命体」っぽく見える。

時間を3600倍速にして引いて見ると粒子の相互作用、多細胞生物の代謝のように映る。人工銀河。

[Brij Pandey @LearnWithBrij]

99% of developers using Claude Code are only using 10% of Claude Code.

They create a single `CLAUDE.md` file...

...and miss the entire agent operating system hidden underneath.

The complete Claude Code stack in 2026 👇

🧠 CLAUDE.md
Your project's memory. Auto-loaded every session.

👤 CLAUDE.local.md
Personal preferences that stay out of Git.

⚙️ .claude/settings.json
Permissions, hooks, environment variables, and execution rules.

🧩 .claude/skills/
Reusable expertise that loads only when relevant.

🤖 .claude/agents/
Specialized subagents with their own context windows.

🧬 .claude/agent-memory/
Knowledge that persists across sessions.

🌿 .claude/worktrees/
Parallel development branches for multiple agents.

🔌 .mcp.json
Connect Claude to GitHub, Jira, Slack, databases, APIs, and internal tools.

🚫 .claudeignore
Control what Claude can and cannot see.

📦 Plugins
Package entire workflows and distribute them across teams.

The parts most people still don't know:

⚡ Every SKILL.md is now also a slash command.

⚡ Hooks run at 25 lifecycle events and execute deterministic actions.

⚡ Subagents can work in isolated Git worktrees simultaneously.

⚡ Agent Teams allow multiple Claude sessions to collaborate, share tasks, and message each other.

The biggest productivity unlock isn't a better prompt.

It's building a better system around the agent.

Structure > Prompts.

Save this before your next Claude Code project 🔖

#ClaudeCode #AIAgents #AgenticAI #BuildInPublic #SoftwareEngineering #DeveloperTools #Coding

[Science Simplified @Scivf4]

An interesting look at how gravity distorts space - time, perfectly illustrating Einstein's theory of general relativity.

[iwhale @iwhale]

อีลอนบอกว่า ไม่เกินสิ้นปีนี้ เอไอจะเขียนไบนารี่โค้ดสั่งงานคอมพิวเตอร์ได้ๆตรงๆและเร็วมาก

แปลว่าอะไร?

แปลว่าที่คนพยายามสร้าง “ภาษากลาง” ที่คนพอจะเขียนได้ เช่น Javascript, Python, C ฯลฯ แล้วแปลงเป็นไบนารี่ของเ���รื่องทีหลัง

ต่อไปอาจไม่จำเป็นแล้ว เครื่องมันสั่งตรงกันเอง

[Posture University @PostureUni]

💥 Sitting Is Secretly Making Your Sciatica Worse

❌ It’s not just “sitting too much” causing your pain
It’s the position your spine goes into while sitting

[🦖🚗✨️ Mine.Hwang | ㅎㅁㅇ 🐶🐻‍❄️ @mine_hwang]

ธรรมชาติกำลังเอาคืนมนุษย์ 4 เหตุการณ์นี้เกิดขึ้นเวลาไล่เลี่ยกัน
- ภูเขาไฟคาโกชิมะระเบิด
- น้ำท่วมใหญ่ในฉงชิ่ง
- แผ่นดินไหวฟิลิปปินส์
- เฝ้าระวังสึนามิ (ในภาพคือฟิลิปปินส์)
#แผ่นดินไหว #ภูเขาไฟ #สึนามื