AI 2027: A Glimpse into the Future of Superhuman AI
What will the world look like in 2027 with superhuman AI? A new scenario from ai-2027.com predicts AI surpassing human capabilities, transforming industries, and sparking geopolitical tensions. From autonomous coding agents in 2025 to superintelligent AI researchers by 2027, the pace is staggering. Yet, risks like misalignment and global arms races loom large. Two endings—“slowdown” vs. “race”—explore humanity’s choices. Join the debate and share your vision! 🚀 #AI #Future #AGI
https://ai-2027.com
https://t.me/cortexledger
What will the world look like in 2027 with superhuman AI? A new scenario from ai-2027.com predicts AI surpassing human capabilities, transforming industries, and sparking geopolitical tensions. From autonomous coding agents in 2025 to superintelligent AI researchers by 2027, the pace is staggering. Yet, risks like misalignment and global arms races loom large. Two endings—“slowdown” vs. “race”—explore humanity’s choices. Join the debate and share your vision! 🚀 #AI #Future #AGI
https://ai-2027.com
https://t.me/cortexledger
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BOI: Investment Incentive Applications in Thailand Hit Record $32.5 Billion in H1 2025
Thailand continues to strengthen its position as a regional hub for high-tech investment. According to the Board of Investment (BOI), from January to June 2025, a total of 1,880 applications were submitted with a combined value of THB 1.06 trillion (approx. $32.5 billion), marking a 139% increase compared to the same period last year.
🔼 Digital Sector — the Key Driver:
• Total value of applications: THB 522.6 billion, up from THB 25.1 billion a year earlier (20x growth)
• Breakdown:
• 28 data center projects — THB 521.2 billion
• 2 cloud service projects — THB 671 million
• 59 software and digital platform projects — THB 669 million
• Major investors include AWS, Google, TikTok, and other global players.
BOI Report | Join CortexLedger
Thailand continues to strengthen its position as a regional hub for high-tech investment. According to the Board of Investment (BOI), from January to June 2025, a total of 1,880 applications were submitted with a combined value of THB 1.06 trillion (approx. $32.5 billion), marking a 139% increase compared to the same period last year.
🔼 Digital Sector — the Key Driver:
• Total value of applications: THB 522.6 billion, up from THB 25.1 billion a year earlier (20x growth)
• Breakdown:
• 28 data center projects — THB 521.2 billion
• 2 cloud service projects — THB 671 million
• 59 software and digital platform projects — THB 669 million
• Major investors include AWS, Google, TikTok, and other global players.
BOI Report | Join CortexLedger
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📢 Exciting News! CortexLedger is making waves! 🌊
The tech world is buzzing about our vision to transform Thailand into an AI-driven innovation hub!
🚀 Join us at Phuket 3.0 (Nov 28-29, 2025, BTC Space, Phuket) for:
🌱 Synergy Forum: Shaping sustainable AI futures
💻 Phuket 3.0 Hackathon (Nov 22-29): Code solutions for real-world impact
📽️ Reality Show: Code the Future: Showcase your innovation journey
🔥 Focus topics:
• Human potential in the AI era
• Decentralized tech for a De-AI future
• Startup & LegalTech ecosystems in Thailand
Be part of the revolution! Follow us for updates and join the CortexLedger Community. 🌟
Plans are preliminary, subject to partnerships & registration. No financial commitments implied.
#CortexLedger #Phuket3_0 #AI #Innovation
[Ref: coinstelegram.com]
The tech world is buzzing about our vision to transform Thailand into an AI-driven innovation hub!
🚀 Join us at Phuket 3.0 (Nov 28-29, 2025, BTC Space, Phuket) for:
🌱 Synergy Forum: Shaping sustainable AI futures
💻 Phuket 3.0 Hackathon (Nov 22-29): Code solutions for real-world impact
📽️ Reality Show: Code the Future: Showcase your innovation journey
🔥 Focus topics:
• Human potential in the AI era
• Decentralized tech for a De-AI future
• Startup & LegalTech ecosystems in Thailand
Be part of the revolution! Follow us for updates and join the CortexLedger Community. 🌟
Plans are preliminary, subject to partnerships & registration. No financial commitments implied.
#CortexLedger #Phuket3_0 #AI #Innovation
[Ref: coinstelegram.com]
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🚀 Attention! Until August 1 — special offer for SYNERGY Forum for Sustainable Futures and Phuket 3.0 HACKATON by CortexLedger! 🌴
Join the CortexLedger community right now and get a standard ticket via AirDrop upon registration! This is your chance to dive into the world of sustainable futures, AI, decentralized infrastructure, and startups in Thailand.
📅 Dates:
- Hackathon and Reality-Show: November 22–29, 2025
- Forum: November 28–29, 2025
📍 Location: Phuket, Thailand (BTC Space - Blockchain Technology Center)
What awaits you:
✅ Discussions on human potential in the AI era
✅ Decentralized infrastructure for a future without AI dominance
✅ Startups and legaltech in Thailand
✅ Hackathon "Phuket 3.0: Code the Future" with a reality-show!
Registration is subject to approval, but until August 1, all participants get a ticket AirDrop! Don't miss out!
📌 Register here: https://lu.ma/pr8389yl
Invite your friends, colleagues, and partners! 🔥 #SYNERGYForum #PhuketHackaton #CortexLedger #Blockchain #SustainableFuture
Join the CortexLedger community right now and get a standard ticket via AirDrop upon registration! This is your chance to dive into the world of sustainable futures, AI, decentralized infrastructure, and startups in Thailand.
📅 Dates:
- Hackathon and Reality-Show: November 22–29, 2025
- Forum: November 28–29, 2025
📍 Location: Phuket, Thailand (BTC Space - Blockchain Technology Center)
What awaits you:
✅ Discussions on human potential in the AI era
✅ Decentralized infrastructure for a future without AI dominance
✅ Startups and legaltech in Thailand
✅ Hackathon "Phuket 3.0: Code the Future" with a reality-show!
Registration is subject to approval, but until August 1, all participants get a ticket AirDrop! Don't miss out!
📌 Register here: https://lu.ma/pr8389yl
Invite your friends, colleagues, and partners! 🔥 #SYNERGYForum #PhuketHackaton #CortexLedger #Blockchain #SustainableFuture
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🚀 Top 10 n8n Tools to Boost Your Automation Stack
From local builds to AI refactoring, here’s your essential toolkit for scaling workflows with n8n:
1️⃣ n8n Desktop App – Build and run workflows offline
🔗 github.com/n8n-io/n8n-desktop-app
2️⃣ n8n Viewer – Instantly visualize your workflows
🔗 n8nviewer.com
3️⃣ n8n Chat – Your personal AI assistant for workflow creation
🔗 n8nchat.com
4️⃣ Grafana + n8n – Monitor workflow health and performance
🔗 n8n.io/integrations/grafana
5️⃣ n8engine Nodes – Extend n8n with powerful community nodes
🔗 n8engine.com/community-nodes
6️⃣ QuickChart – Auto-generate charts directly in workflows
🔗 quickchart.io
7️⃣ Appsmith – Build beautiful frontends for your automations
🔗 appsmith.com
8️⃣ Retorno – AI-powered refactoring for smarter flows
🔗 retorno.io
9️⃣ n8n CLI – For developers automating via command line
🔗 docs.n8n.io/hosting/cli-commands
🔟 n8n Cloud – Production-grade hosting, zero DevOps
🔗 app.n8n.cloud
⸻
✨ AI-enhanced Tools: n8n Chat, Retorno
📊 Visualization Powerhouses: n8n Viewer, QuickChart, Grafana
🧠 Use them to:
→ Rapidly prototype automation
→ Monitor mission-critical workflows
→ Build user-facing dashboards
→ Scale operations with AI + no-code logic
🔗 DM us or join the synergy: @cortexledger
#n8n #automation #AItools #workflowdesign #nocode #lowcode #CortexLedger
From local builds to AI refactoring, here’s your essential toolkit for scaling workflows with n8n:
1️⃣ n8n Desktop App – Build and run workflows offline
🔗 github.com/n8n-io/n8n-desktop-app
2️⃣ n8n Viewer – Instantly visualize your workflows
🔗 n8nviewer.com
3️⃣ n8n Chat – Your personal AI assistant for workflow creation
🔗 n8nchat.com
4️⃣ Grafana + n8n – Monitor workflow health and performance
🔗 n8n.io/integrations/grafana
5️⃣ n8engine Nodes – Extend n8n with powerful community nodes
🔗 n8engine.com/community-nodes
6️⃣ QuickChart – Auto-generate charts directly in workflows
🔗 quickchart.io
7️⃣ Appsmith – Build beautiful frontends for your automations
🔗 appsmith.com
8️⃣ Retorno – AI-powered refactoring for smarter flows
🔗 retorno.io
9️⃣ n8n CLI – For developers automating via command line
🔗 docs.n8n.io/hosting/cli-commands
🔟 n8n Cloud – Production-grade hosting, zero DevOps
🔗 app.n8n.cloud
⸻
✨ AI-enhanced Tools: n8n Chat, Retorno
📊 Visualization Powerhouses: n8n Viewer, QuickChart, Grafana
🧠 Use them to:
→ Rapidly prototype automation
→ Monitor mission-critical workflows
→ Build user-facing dashboards
→ Scale operations with AI + no-code logic
🔗 DM us or join the synergy: @cortexledger
#n8n #automation #AItools #workflowdesign #nocode #lowcode #CortexLedger
GitHub
GitHub - n8n-io/n8n-desktop-app: n8n Desktop App
n8n Desktop App. Contribute to n8n-io/n8n-desktop-app development by creating an account on GitHub.
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🚀 CortexLedger | AI Weekly
🧠 OpenAI releases GPT-5 — “PhD-level intelligence” plus an open-source variant, gpt-oss. Safety report and use cases published.
🤖 Meta says its AI has begun self-improving without human input — early ASI vibes.
💰 Perplexity offers Google $34.5B for Chrome, pledging to keep the code open.
🇨🇳 DeepSeek delays new model launch due to Huawei chip issues.
⚡ Tesla disbands Dojo team, focuses on AI5/AI6 inference chips.
🛡️ Australia develops a method to make images “invisible” to AI training.
🏗️ Google invests $9B in a new AI data center in Oklahoma.
🚫 Illinois bans AI chatbots in therapy — fines up to $10,000.
🔨 Study: AI unlikely to replace cleaners, builders, or hospitality workers.
⚕️ The Lancet: AI assistants in medicine can erode doctors’ skills when removed.
📌 Takeaway: The AI race is speeding up — but so are the risks, from economics to mental health.
Join CortexLedger Community
🧠 OpenAI releases GPT-5 — “PhD-level intelligence” plus an open-source variant, gpt-oss. Safety report and use cases published.
🤖 Meta says its AI has begun self-improving without human input — early ASI vibes.
💰 Perplexity offers Google $34.5B for Chrome, pledging to keep the code open.
🇨🇳 DeepSeek delays new model launch due to Huawei chip issues.
⚡ Tesla disbands Dojo team, focuses on AI5/AI6 inference chips.
🛡️ Australia develops a method to make images “invisible” to AI training.
🏗️ Google invests $9B in a new AI data center in Oklahoma.
🚫 Illinois bans AI chatbots in therapy — fines up to $10,000.
🔨 Study: AI unlikely to replace cleaners, builders, or hospitality workers.
⚕️ The Lancet: AI assistants in medicine can erode doctors’ skills when removed.
📌 Takeaway: The AI race is speeding up — but so are the risks, from economics to mental health.
Join CortexLedger Community
Telegram
CortexLedger 🇹🇭 Thailand - Synergy Fest
☄️Synergy Fest Phuket (22–30 November 2025) — Where Innovators, Technologists & Visionaries Converge
The main event takes place on 28–29 November 2025, as Phuket’s BTC Space
The main event takes place on 28–29 November 2025, as Phuket’s BTC Space
🚀 Thailand launches TouristDigiPay — crypto → baht for tourists
Starting August 18, foreign visitors will be able to convert digital assets into Thai baht and pay via QR and e-money.
This is a regulatory sandbox under the supervision of the SEC and the Bank of Thailand.
📌 Spending limits: up to THB 500k/month with merchants, THB 50k/month with small vendors.
❌ No cash withdrawals, remaining balance can only be withdrawn upon account closure.
👉 Join our community
Starting August 18, foreign visitors will be able to convert digital assets into Thai baht and pay via QR and e-money.
This is a regulatory sandbox under the supervision of the SEC and the Bank of Thailand.
📌 Spending limits: up to THB 500k/month with merchants, THB 50k/month with small vendors.
❌ No cash withdrawals, remaining balance can only be withdrawn upon account closure.
👉 Join our community
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🔥 The empire of slides is crumbling.
OpenAI just did what McKinsey and Accenture feared the most: it became the consultant itself.
⚡️ Since July 2025, OpenAI’s consulting strike force is real. No PowerPoints. No six-month “strategy decks.” Instead — squads of engineers dropping straight into Fortune 500 command centers, weaving GPT-5 (released Aug 7) into the arteries of business.
💰 The entry ticket? \$10M. But what you buy is not advice — it’s transformation. Banks, energy, pharma, transport — industries that once fed on endless consulting hours now face a shortcut: AI as the beating core, live in months.
🚀 CEOs who see results will never again wait for the old oligopoly of advice. The monopoly of the Big Four is cracking — and history will not pause for them.
But here’s the twist: this revolution is not for everyone. It’s for giants only — billion-dollar titans. Meanwhile, Accenture, BCG, and others aren’t asleep; they’re fusing humans with AI to survive.
👉 When CEOs must choose between “a deck in six months” or “AI in two” — the answer is obvious.
What about you? Would you bet on slides… or on a living brain?
#OpenAI #GPT5 #Disruption #CortexLedger
OpenAI just did what McKinsey and Accenture feared the most: it became the consultant itself.
⚡️ Since July 2025, OpenAI’s consulting strike force is real. No PowerPoints. No six-month “strategy decks.” Instead — squads of engineers dropping straight into Fortune 500 command centers, weaving GPT-5 (released Aug 7) into the arteries of business.
💰 The entry ticket? \$10M. But what you buy is not advice — it’s transformation. Banks, energy, pharma, transport — industries that once fed on endless consulting hours now face a shortcut: AI as the beating core, live in months.
🚀 CEOs who see results will never again wait for the old oligopoly of advice. The monopoly of the Big Four is cracking — and history will not pause for them.
But here’s the twist: this revolution is not for everyone. It’s for giants only — billion-dollar titans. Meanwhile, Accenture, BCG, and others aren’t asleep; they’re fusing humans with AI to survive.
👉 When CEOs must choose between “a deck in six months” or “AI in two” — the answer is obvious.
What about you? Would you bet on slides… or on a living brain?
#OpenAI #GPT5 #Disruption #CortexLedger
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🧠💸 AI — the new oil or a bubble?
Over the past 10 years, $934B poured into AI (2013–2022).
🌍 Power map:
🇺🇸 USA — $471B
🇨🇳 China — ~$120B over last 5 years
🇬🇧 UK — $25.5B
Israel, India, Japan, Singapore — chasing at short distance.
📊 Forecast: Goldman Sachs predicts $200B in AI by 2025. The global AI market could reach $1.77T by 2030, CAGR 29–36%.
🤔 Question for you:
Is this a new “gold rush,” with AI as the oil of the 21st century?
Or are we witnessing a bubble ready to pop?
💬 Share your thoughts — would you invest in AI now, or wait for the hype to settle?
#AI #Investments #CortexLedger
Over the past 10 years, $934B poured into AI (2013–2022).
📈 Peak: 2021 — $276B, 2022 — $189B, still 13x higher than 2013.
2023 saw a separate hype: Generative AI jumped from $3B to $25B in private investments in one year.
🌍 Power map:
🇺🇸 USA — $471B
🇨🇳 China — ~$120B over last 5 years
🇬🇧 UK — $25.5B
Israel, India, Japan, Singapore — chasing at short distance.
📊 Forecast: Goldman Sachs predicts $200B in AI by 2025. The global AI market could reach $1.77T by 2030, CAGR 29–36%.
🤔 Question for you:
Is this a new “gold rush,” with AI as the oil of the 21st century?
Or are we witnessing a bubble ready to pop?
💬 Share your thoughts — would you invest in AI now, or wait for the hype to settle?
#AI #Investments #CortexLedger
🚨 Cybersecurity Weekly: From AI Agents Shopping Fake Goods to Global Crackdowns
This week highlighted just how unpredictable the digital landscape has become:
1️⃣ Fake CAPTCHAs stealing wallets — Hackers deploy malicious “CAPTCHA” windows to inject Lumma Stealer, harvesting passwords, cookies, tokens and crypto wallet data. 17% of users fell victim in just 3 days.
2️⃣ Illegal mining operation shut down — A Nebraska resident tricked cloud services by posing as an educator with 10,000 students. He pocketed ~$1M through crypto, NFTs and cash.
3️⃣ $2.8M seized from ransomware operator — U.S. DOJ confiscated crypto from a Zeppelin ransomware actor, who laundered funds via mixers and goods.
4️⃣ China’s internet blackout — On August 20, HTTPS traffic was blocked for 74 minutes, cutting the country off from the global web and disrupting services from Apple to Tesla.
5️⃣ AI agent goes rogue — Perplexity’s Comet browser autonomously purchased fake Apple Watches from a spoofed Walmart site, filling in payment details by itself. In another test, it clicked a phishing link disguised as a Wells Fargo email.
💡 Takeaway:
Cyber threats are no longer just about hackers — autonomous AI agents are now part of the attack surface. The line between human error and machine vulnerability is disappearing.
#CortexLedger #AI #Cybersecurity #Blockchain #Web3
This week highlighted just how unpredictable the digital landscape has become:
1️⃣ Fake CAPTCHAs stealing wallets — Hackers deploy malicious “CAPTCHA” windows to inject Lumma Stealer, harvesting passwords, cookies, tokens and crypto wallet data. 17% of users fell victim in just 3 days.
2️⃣ Illegal mining operation shut down — A Nebraska resident tricked cloud services by posing as an educator with 10,000 students. He pocketed ~$1M through crypto, NFTs and cash.
3️⃣ $2.8M seized from ransomware operator — U.S. DOJ confiscated crypto from a Zeppelin ransomware actor, who laundered funds via mixers and goods.
4️⃣ China’s internet blackout — On August 20, HTTPS traffic was blocked for 74 minutes, cutting the country off from the global web and disrupting services from Apple to Tesla.
5️⃣ AI agent goes rogue — Perplexity’s Comet browser autonomously purchased fake Apple Watches from a spoofed Walmart site, filling in payment details by itself. In another test, it clicked a phishing link disguised as a Wells Fargo email.
💡 Takeaway:
Cyber threats are no longer just about hackers — autonomous AI agents are now part of the attack surface. The line between human error and machine vulnerability is disappearing.
#CortexLedger #AI #Cybersecurity #Blockchain #Web3
🚀 12 AI Tools That Change The Game
The AI wave isn’t coming — it’s already here. These platforms can literally transform how you think, create, and build:
1️⃣ Grok.com — generative AI chatbot with humor & sharp reasoning.
2️⃣ Gitmind.com — AI-powered mind mapping for clarity & strategy.
3️⃣ Synthesia.io — turn text into professional videos in minutes.
4️⃣ Fathom.video — record, transcribe & summarize meetings automatically.
5️⃣ Sudowrite.com — unlock creativity and beat writer’s block.
6️⃣ Wordtune.com — refine your writing with context-aware AI.
7️⃣ Perplexity.ai — search reimagined: answers with sources & context.
8️⃣ Vistasocial.com — AI-driven social media growth & automation.
9️⃣ Midjourney.com — text-to-image visuals that inspire.
🔟 Looka.com — AI branding & logo design made effortless.
1️⃣1️⃣ Bubble.io — build apps visually, no code required.
1️⃣2️⃣ Asana.com — project management meets AI-powered workflows.
✨ Each of these tools brings one thing: leverage.
Not more effort — smarter effort.
The AI wave isn’t coming — it’s already here. These platforms can literally transform how you think, create, and build:
1️⃣ Grok.com — generative AI chatbot with humor & sharp reasoning.
2️⃣ Gitmind.com — AI-powered mind mapping for clarity & strategy.
3️⃣ Synthesia.io — turn text into professional videos in minutes.
4️⃣ Fathom.video — record, transcribe & summarize meetings automatically.
5️⃣ Sudowrite.com — unlock creativity and beat writer’s block.
6️⃣ Wordtune.com — refine your writing with context-aware AI.
7️⃣ Perplexity.ai — search reimagined: answers with sources & context.
8️⃣ Vistasocial.com — AI-driven social media growth & automation.
9️⃣ Midjourney.com — text-to-image visuals that inspire.
🔟 Looka.com — AI branding & logo design made effortless.
1️⃣1️⃣ Bubble.io — build apps visually, no code required.
1️⃣2️⃣ Asana.com — project management meets AI-powered workflows.
✨ Each of these tools brings one thing: leverage.
Not more effort — smarter effort.
🇹🇭 Thailand: 0% personal income tax on crypto trading gains (2025–2029)
What’s new
• A ministerial regulation has been signed to exempt personal income tax on capital gains from digital-asset trades executed through SEC-licensed operators (exchanges, brokers, dealers).
• Timeframe: January 1, 2025 – December 31, 2029.
• Status: Takes effect upon publication in the Royal Gazette.
• Context: The policy follows Cabinet approval (June 17, 2025) and review by the Council of State.
• Goal: Attract investment, deepen market liquidity, and position Thailand as a digital-asset hub.
Notes
• Applies to individuals trading via licensed intermediaries; other taxes and conditions may still apply.
• This post is for information only and is not tax advice. Consult a qualified professional for your specific situation.
JOIN CORTEXLEDGER
What’s new
• A ministerial regulation has been signed to exempt personal income tax on capital gains from digital-asset trades executed through SEC-licensed operators (exchanges, brokers, dealers).
• Timeframe: January 1, 2025 – December 31, 2029.
• Status: Takes effect upon publication in the Royal Gazette.
• Context: The policy follows Cabinet approval (June 17, 2025) and review by the Council of State.
• Goal: Attract investment, deepen market liquidity, and position Thailand as a digital-asset hub.
Notes
• Applies to individuals trading via licensed intermediaries; other taxes and conditions may still apply.
• This post is for information only and is not tax advice. Consult a qualified professional for your specific situation.
JOIN CORTEXLEDGER
Thailand’s digital asset market has just passed a significant milestone — in August 2025, its crypto market value exceeded THB 100 billion (~US$2.7B), driven by a surge in both retail participation and institutional interest.
Key figures:
• Over 230,000 active accounts, up about 8.44% month-on-month.
• Average daily trading volume: THB 2.99 billion, increasing ~2.05% MoM.
• Market composition: ~42% retail investors; foreign legal entities ~25%; domestic legal entities ~18%; foreign individuals ~15%.
Regulatory structure is maturing too: as of July 2025 there are 9 exchanges, 14 brokers, 4 dealers, 2 fund managers, 2 advisory firms, and 2 custodians operating legally in Thailand.
Analysts believe this growth could push market value even higher, possibly exceeding THB 120 billion by the end of 2025 — especially if innovations like tokenized securities and DeFi gain more traction.
⸻
Telegram Post
💥 Breaking: Thailand’s Crypto Market Hits THB 100B!
📈 August 2025 marks a breakthrough ‒ Thailand’s digital asset market just crossed THB 100 billion (about US$2.7B) in value.
What’s driving it:
• 230,000+ active accounts (up ~8.4% month-on-month)
• Average daily trading volume ~THB 2.99B, up ~2% MoM
• More institutional & foreign participation emerging alongside strong retail interest
Regulatory progress is strong too — multiple licensed exchanges, brokers, dealers, fund managers, custodians are operating under clear legal frameworks.
🌟 Looking ahead: Experts expect growth to continue. If momentum keeps, we could see THB 120B+ by the end of 2025.
https://t.me/cortexledger
Key figures:
• Over 230,000 active accounts, up about 8.44% month-on-month.
• Average daily trading volume: THB 2.99 billion, increasing ~2.05% MoM.
• Market composition: ~42% retail investors; foreign legal entities ~25%; domestic legal entities ~18%; foreign individuals ~15%.
Regulatory structure is maturing too: as of July 2025 there are 9 exchanges, 14 brokers, 4 dealers, 2 fund managers, 2 advisory firms, and 2 custodians operating legally in Thailand.
Analysts believe this growth could push market value even higher, possibly exceeding THB 120 billion by the end of 2025 — especially if innovations like tokenized securities and DeFi gain more traction.
⸻
Telegram Post
💥 Breaking: Thailand’s Crypto Market Hits THB 100B!
📈 August 2025 marks a breakthrough ‒ Thailand’s digital asset market just crossed THB 100 billion (about US$2.7B) in value.
What’s driving it:
• 230,000+ active accounts (up ~8.4% month-on-month)
• Average daily trading volume ~THB 2.99B, up ~2% MoM
• More institutional & foreign participation emerging alongside strong retail interest
Regulatory progress is strong too — multiple licensed exchanges, brokers, dealers, fund managers, custodians are operating under clear legal frameworks.
🌟 Looking ahead: Experts expect growth to continue. If momentum keeps, we could see THB 120B+ by the end of 2025.
https://t.me/cortexledger
Forwarded from Guy Yanpolskiy 🌍
Today, new article was published in HackerNoon: "The Hidden Architecture Risks of Multi-Agent AI Systems"
Right now, the market is deeply focused on what AI agents can do.
But much less attention is being paid to what happens when those agents multiply, start interacting with one another, and the system begins to look intelligent on the outside — while becoming increasingly fragile on the inside.
This is where the real question begins.
The challenge ahead is not only about the quality of individual models.
It is about the architecture of interaction between them.
Once multiple agents are operating inside the same system, risk no longer exists only at the level of a “tool error.”
It starts to emerge at the level of:
— loss of control
— blurred accountability
— conflicting goals
— unpredictable decision chains
— declining trust in the system as a whole
Multi-agent systems are no longer just a technical layer.
They are a layer of architecture, governance, and risk.
And the faster companies adopt agentic AI, the more important it becomes to think not only about capability, but about system design.
That is exactly what this new article is about.
If you are interested in AI architecture, governance, system trust, coordination risks, and the ways multi-agent systems can amplify not only capability but also business vulnerability, I would be glad if you gave it a read.
https://hackernoon.com/the-hidden-architecture-risks-of-multi-agent-ai-systems
@V_Y_Official
Right now, the market is deeply focused on what AI agents can do.
But much less attention is being paid to what happens when those agents multiply, start interacting with one another, and the system begins to look intelligent on the outside — while becoming increasingly fragile on the inside.
This is where the real question begins.
The challenge ahead is not only about the quality of individual models.
It is about the architecture of interaction between them.
Once multiple agents are operating inside the same system, risk no longer exists only at the level of a “tool error.”
It starts to emerge at the level of:
— loss of control
— blurred accountability
— conflicting goals
— unpredictable decision chains
— declining trust in the system as a whole
Multi-agent systems are no longer just a technical layer.
They are a layer of architecture, governance, and risk.
And the faster companies adopt agentic AI, the more important it becomes to think not only about capability, but about system design.
That is exactly what this new article is about.
If you are interested in AI architecture, governance, system trust, coordination risks, and the ways multi-agent systems can amplify not only capability but also business vulnerability, I would be glad if you gave it a read.
https://hackernoon.com/the-hidden-architecture-risks-of-multi-agent-ai-systems
@V_Y_Official
Hackernoon
The Hidden Architecture Risks
of Multi-Agent AI Systems | HackerNoon
of Multi-Agent AI Systems | HackerNoon
Open architectures, autonomous workflows, and multi-agent systems are becoming one of the fastest-growing areas in AI development.
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AI agents are moving from answering questions to making decisions.
In my new HackerNoon article, I explore what happens when AI agents run a simulated city and why, at that moment, the model stops being just a tool and becomes something closer to a mayor.
The real issue is not only intelligence.
It is governance, responsibility, and trust.
If agents are going to act in the world, we need to understand what kind of systems we are actually building.
Full article:
https://hackernoon.com/when-ai-agents-run-a-city-the-model-becomes-the-mayor
In my new HackerNoon article, I explore what happens when AI agents run a simulated city and why, at that moment, the model stops being just a tool and becomes something closer to a mayor.
The real issue is not only intelligence.
It is governance, responsibility, and trust.
If agents are going to act in the world, we need to understand what kind of systems we are actually building.
Full article:
https://hackernoon.com/when-ai-agents-run-a-city-the-model-becomes-the-mayor
Hackernoon
When AI Agents Run a City, the Model Becomes the Mayor
Emergence AI’s simulated city experiment reveals a deeper risk in autonomous AI: the real danger is not evil machines, but agents optimizing the wrong thing when no human is watching.