Ruby Ventures

🎉
TRON kopējais kontu skaits tagad pārsniedz 347 miljonus!

TRON ekosistēma turpina savu straujo izaugsmi, kamēr mēs virzāmies uz priekšu savā misijā decentralizēt nākotni.

@Justin Sun孙宇晨 #TRONEcoStar

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DeepSeek 成为 AI 开发者的核心执行引擎

最新的 http://B.AI 用户洞察显示，AI 使用方式正在发生结构性变化。

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单日新增用户 8,756 人
平台仍保持强劲增长势能，生产级用户规模持续扩大，不同开发者群体不断进入生态。

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Stripe 支付占比升至 69.0%
在留存付费用户中，生产级开发者与 AI 原生用户占比持续提升。这意味着长期留存的核心驱动力正在回归 AI 能力本身，而非短期热度。

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DeepSeek 系列｜使用量第一
DeepSeek-V4 系列以极低成本贡献了接近 60% 的 Token 消耗。

其低成本、高并发与高吞吐能力，使 @deepseek_ai 正在成为大规模 AI 任务的核心执行引擎。

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核心结论

AI 竞争的关键，正在从“单次推理能力”，转向“低成本、高规模、持续执行能力”。

这标志着 AI 正在进入真正的生产级阶段。

🔗
在 http://B.AI 构建你的 AI Agent：http://b.ai

@Justin Sun孙宇晨 #TRONEcoStar

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DeepSeek Becomes the Core Execution Engine for AI Builders

The latest http://B.AI user insights highlight a clear shift in how AI systems are being used at scale.

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8,756 New Users
http://B.AI continues to demonstrate strong growth momentum, with its production-level user base expanding steadily across different use cases and developer segments.

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Stripe Payment Share Reached 69.0%
Among retained paying users, a growing proportion now consists of production-level builders and AI developers. This indicates that long-term retention is increasingly driven by real AI capability rather than speculative usage.

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DeepSeek Series | The Usage Leader
The DeepSeek-V4 series accounts for nearly 60% of total token consumption while maintaining extremely low operational cost.

Its combination of ultra-low cost, high concurrency, and high throughput is positioning @deepseek_ai as a core execution engine for large-scale AI workloads.

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Key Insight

The competitive edge in AI is no longer about single-shot reasoning performance.

It is about scalable, low-cost, continuous execution at production scale.

This shift reflects a deeper transformation in how AI systems are built and deployed.

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Build your AI Agent on http://B.AI: http://b.ai

@Justin Sun孙宇晨 #TRONEcoStar

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http://B.AI x BANK OF AI 出席 BNB Chain Demo Day

在旧金山举行的 @BNBCHAIN 与 @yzilabs Demo Day 上，http://B.AI 与 BANK OF AI 联合展示了关于 AI Agent 经济的未来愿景。

我们正在从“模型调用”阶段，迈向“链上自主执行”的基础设施建设阶段。

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我们强调的核心转变

AI 的下一阶段不再是模型数量的竞争，而是 Agent 是否具备行动能力。

让 AI 能够在链上完成执行、交易与价值协作，才是关键。

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AI Agent 核心基础架构

身份（Identity）
支付（Payment）
计算燃料（Token Fuel）

三大模块构成支持 AI Agent 自主运行的基础系统。

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从基础设施到自主系统

系统正在从以下方向演进：

• 模型路由 → 执行层
• AI 输出 → AI 行动
• 平台工具 → 经济自主性

这将定义下一代 AI 驱动经济结构。

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持续建设中

我们将继续与 BNB Chain 生态及全球开发者协作，推动 AI 自主化系统的发展。

@Justin Sun孙宇晨 #TRONEcoStar

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http://B.AI x BANK OF AI at BNB Chain Demo Day

At the @BNBCHAIN and @yzilabs Demo Day in San Francisco, http://B.AI and BANK OF AI jointly presented a forward-looking vision for the AI Agent economy.

We are moving beyond model access — toward building the foundational infrastructure that powers autonomous AI systems on-chain.

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The shift we highlighted

The next phase of AI is not about having more models.

It is about enabling agents to act, transact, and coordinate value directly within blockchain environments.

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Core Infrastructure Stack for AI Agents

Identity. Payment. Tokenized computation fuel.

These three pillars form the backbone required to support autonomous AI agents operating securely and efficiently on-chain.

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From infrastructure to autonomy

Our system is designed to evolve from:

• Model routing → Execution layer
• AI responses → AI actions
• Platform usage → Economic autonomy

This transition defines the foundation of the future AI-driven economy.

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Commitment

We continue building with the BNB Chain ecosystem and global developers to accelerate the shift toward autonomous intelligence systems.

@Justin Sun孙宇晨 #TRONEcoStar

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Staking — TRX Energy & Bandwidth Usage (Q1 2026)

1️⃣
Energy Staking Continues to Increase

→ TRX staking for Energy increased by 3.8% QoQ
→ Indicates rising demand for smart contract execution resources
→ More users are choosing Energy over Bandwidth staking
→ Reflects shifting usage patterns within the TRON ecosystem

2️⃣
Impact on Transaction Cost Structure
→ Higher Energy demand leads to proportional cost adjustments
→ Users relying on Energy staking may experience increased costs
→ Resource pricing becomes more sensitive to network demand
→ Highlights dynamic nature of on-chain resource allocation

3️⃣
Shift in User Preference

→ Growing preference for Energy staking over Bandwidth
→ Energy is essential for smart contract interactions
→ Bandwidth remains more relevant for simple transfers
→ Users prioritize cost efficiency for DeFi and dApps usage

4️⃣
What This Trend Indicates
→ Increasing smart contract activity across TRON
→ Higher demand for computational resources on-chain
→ Ecosystem usage is becoming more application-driven
→ Resource staking behavior reflects deeper DeFi engagement

🌐
Overall, Q1 2026 shows a clear shift toward Energy staking, signaling stronger smart contract activity and evolving user behavior in optimizing on-chain transaction costs

@JUST DAO
@Justin Sun孙宇晨 @TRON DAO #TRONEcoStar

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http://B.AI x BANK OF AI 出席 BNB Chain Demo Day（旧金山）

http://B.AI 联合 BANK OF AI 在 @BNBCHAIN 与 @yzilabs 举办的 Demo Day 上发表演讲，分享了关于下一代 AI 基础设施的统一愿景。

我们的核心目标，是构建 AI Agent 时代的金融基础设施，加速通往 AGI 的进程。

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从模型调用 → 自主执行系统

除了展示无限算力与多模型路由能力之外，我们更强调一个关键转变：

下一阶段的核心不再只是“智能”，而是“自主性”。

AI Agent 需要具备真正的链上经济行为能力。

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链上 AI Agent 核心基础架构

身份（Identity）
支付（Payment）
代币燃料（Token Fuel）

三者共同构成支持 AI Agent 在链上运行的关键基础设施。

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核心意义

我们正在从“模型聚合平台”升级为：

• AI 可以执行操作
• Agent 可以完成交易
• 系统可以实现价值流动

这将构建一个真正的自主经济体系。

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持续建设

我们将继续与 BNB Chain 生态及全球用户保持协同，共同推进 AI × Web3 的下一阶段发展。

@Justin Sun孙宇晨 #TRONEcoStar

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TRON 区块生产分布 — 2026 Q1

1️⃣
SR 区块生产结构均衡

→ 超级代表（SR）区块生产分布较为均衡
→ 老牌 SR 与新晋 SR 均参与出块
→ 确保网络运行的连续性
→ 提升区块生成的稳定性

2️⃣
成熟 SR 的作用
→ 成熟节点负责稳定出块
→ 提供长期可靠的验证能力
→ 保障网络整体运行安全
→ 构成核心基础设施层

3️⃣
新 SR 的作用

→ 新当选 SR 带来新的参与者
→ 防止验证权力长期集中
→ 增强去中心化程度
→ 提升治理结构多样性

4️⃣
dPoS 机制平衡
→ TRON dPoS 机制强调稳定与轮换
→ 老节点提供安全与连续性
→ 新节点避免中心化风险
→ 共同构建动态共识体系

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总体来看，TRON 在 2026 年 Q1 的区块生产结构保持健康均衡，增强了网络的安全性与去中心化水平

@JUST DAO
@Justin Sun孙宇晨 @TRON DAO #TRONEcoStar

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http://B.AI x BANK OF AI at BNB Chain Demo Day — San Francisco

http://B.AI, together with BANK OF AI, presented at the @BNBCHAIN and @yzilabs Demo Day in San Francisco, sharing a unified vision for the next phase of AI infrastructure.

Our core mission is to build the foundational financial layer for the AI Agent era, accelerating the path toward AGI through scalable, on-chain systems.

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From Model Access → Autonomous Infrastructure

Beyond showcasing unthrottled compute capabilities and multi-model routing, we emphasized a deeper shift:

The next frontier is not just intelligence — but autonomy.

AI agents must be able to operate directly on-chain with real economic agency.

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The Core Stack for On-Chain AI Agents

Identity. Payment. Tokenized fuel.

These three components form the essential infrastructure required to enable autonomous agents to function securely and efficiently in blockchain environments.

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Why this matters

We are moving beyond simple model aggregation.

Instead, we are building a complete execution layer where:

• AI models can act
• Agents can transact
• Systems can coordinate value flow

This is the foundation of an autonomous economy.

🚀
Commitment

We remain committed to continuous building alongside the BNB Chain ecosystem and our global user community.

@Justin Sun孙宇晨 #TRONEcoStar

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探索 AINFT 在 TRON 生态中的应用

AINFT 将 AI、NFT 与区块链基础设施融合，构建一个统一的智能 Web3 体验层。

基于 TRON 生态，用户可以在同一环境中实现数字资产与 AI 工具的无缝交互。

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AI 驱动的 NFT 市场

NFT 市场引入 AI 能力，使资产发现、内容理解与交互体验更加智能化。

用户不再面对静态列表，而是可以通过更智能的方式探索数字资产。

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TRON NFT 市场：https://marketplace.ainft.com

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面向 TRON 的 AI 聊天系统

AI Chat 允许用户通过自然语言与链上数据和生态信息进行交互。

将复杂的区块链操作转化为对话式体验，大幅降低使用门槛。

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AI 聊天体验：https://chat.ainft.com/chat

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统一愿景

AINFT 正在构建一个更智能的 Web3 层：

• NFT 更易发现
• AI 提升决策效率
• 链上交互更加自然

推动数字经济进入更智能的阶段。

@Justin Sun孙宇晨 #TRONEcoStar

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Block Production Distribution — TRON Q1 2026

1️⃣
Balanced SR Block Production Structure

→ Super Representatives (SRs) show a balanced distribution of block production
→ Both established and newly elected SRs actively contribute
→ Ensures continuity in network operations and block validation
→ Supports stable and predictable block generation

2️⃣
Role of Established SRs
→ Mature SRs provide consistency in block production
→ Long-standing validators enhance network reliability
→ Help maintain operational stability across cycles
→ Serve as core infrastructure backbone of consensus

3️⃣
Role of New SRs

→ Newly elected SRs add fresh participation to the network
→ Prevents long-term concentration of validation power
→ Encourages ongoing decentralization improvements
→ Strengthens governance diversity over time

4️⃣
dPoS Mechanism Balance
→ TRON’s dPoS relies on both stability and rotation
→ Established SRs ensure security and continuity
→ New SRs prevent centralization risks
→ Together they maintain a dynamic and resilient consensus system

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Overall, Q1 2026 reflects a healthy balance in TRON’s block production system, where established and new SRs work together to sustain decentralization, security, and long-term network stability

@Justin Sun孙宇晨
@JUST DAO @TRON DAO #TRONEcoStar

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Explore the AINFT Ecosystem on TRON

The AINFT ecosystem combines AI, NFTs, and blockchain infrastructure into a unified intelligent Web3 experience.

Built on the TRON ecosystem, it enables seamless interaction between users, digital assets, and AI-powered tools in a single environment.

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AI-Powered NFT Marketplace

The marketplace is enhanced with AI capabilities that improve asset discovery, context understanding, and user interaction.

Instead of static NFT listings, users can explore digital assets with smarter insights and more intuitive navigation.

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NFT Marketplace on TRON: https://marketplace.ainft.com

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AI Chat for Blockchain Intelligence

The AI chat system allows users to interact directly with blockchain data and ecosystem insights through natural language.

It simplifies complex on-chain operations into conversational experiences, making Web3 more accessible.

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AI Chat Experience: https://chat.ainft.com/chat

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Unified AI + NFT Vision

AINFT is building a more intelligent Web3 layer where:

• NFTs become easier to discover
• AI improves user decision-making
• Blockchain interactions become more natural

A step toward a more connected and intelligent digital economy.
@Justin Sun孙宇晨 #TRONEcoStar

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AINFT 四大前沿模型正式上线

AINFT 已将四个领先 AI 模型统一接入平台，实现一站式多模型使用体验。

→ GPT-5.5-Instant
→ DeepSeek-V3.2
→ MiniMax-M2.7
→ GLM-5.1

所有模型均支持 Web Chat 与 API 调用，并提供生产级稳定性，满足开发与真实业务需求。

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统一入口体验

用户无需切换多个平台，即可在同一界面中访问和对比不同模型，大幅提升效率与使用体验。

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按需付费模式

采用灵活的 Pay-as-you-go 计费方式，仅按实际使用量付费，让高端 AI 模型更高效、更普惠。

🎁
新用户福利

• 登录即可获得 500,000 积分

支持零门槛体验多模型能力。

🌐
立即体验：https://chat.ainft.com/chat

@Justin Sun孙宇晨 #TRONEcoStar

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TRON 治理与去中心化 — 全球节点分布（2026 Q1）

1️⃣
全球节点网络持续扩展

→ TRON 节点分布覆盖多个国家与地区
→ 基础设施呈现全球化布局趋势
→ 提升网络整体抗风险能力
→ 降低对单一区域的依赖

2️⃣
去中心化验证机制增强
→ 节点参与区块生产与验证
→ 分布式共识提升网络安全性
→ 更多全球节点参与验证过程
→ 去中心化程度持续增强

3️⃣
治理结构持续演进

→ 社区驱动治理机制保持核心地位
→ 节点参与协议决策与投票
→ 去中心化协调机制不断完善
→ 治理与生态同步发展

4️⃣
网络稳定性与韧性
→ 全球节点分布提升容错能力
→ 降低单点故障风险
→ 提升跨区域交易稳定性
→ 支撑长期网络扩展能力

🌐
总体来看，TRON 在 2026 年 Q1 持续推进去中心化与治理结构优化，全球节点网络的扩展进一步增强了系统稳定性与抗风险能力

@Justin Sun孙宇晨 @TRON DAO #TRONEcoStar

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Four Frontier Models Now Live on AINFT AI Service Platform

AINFT has officially integrated four leading frontier AI models into a single unified platform, providing users with seamless access to cutting-edge intelligence capabilities.

→ GPT-5.5-Instant
→ DeepSeek-V3.2
→ MiniMax-M2.7
→ GLM-5.1

All models are now fully accessible via Web Chat or API, delivering consistent production-grade reliability for both individual users and developers building AI-native applications.

🧠
One Unified AI Interface

Instead of managing multiple platforms, subscriptions, or APIs, users can now access all major models through a single interface.

This unified structure enables:

• Simplified model switching
• Faster experimentation and comparison
• Streamlined developer integration
• Consistent output quality across environments

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Pay-as-you-go Pricing

AINFT adopts a flexible usage-based pricing model, allowing users to pay only for what they use — improving cost efficiency while maintaining access to frontier-level AI capabilities.

🎁
New User Incentives

To support onboarding and exploration, new users receive:

• 500,000 free credits upon login

This allows users to immediately test and compare multiple frontier models without upfront commitment.

⚙️
Built for Real-World Usage

The platform is designed with production-grade reliability in mind, making it suitable for:

• Developers building AI applications
• Businesses integrating AI workflows
• Users exploring multi-model intelligence systems

🌐
Try it now: https://chat.ainft.com/chat

The goal is simple — one interface, multiple frontier models, infinite possibilities.
@Justin Sun孙宇晨 #TRONEcoStar

📊
Governance & Decentralization — TRON Nodes Global Footprint (Q1 2026)

1️⃣
Expanding Global Node Distribution
→ TRON continues to maintain a widely distributed global node network
→ Node infrastructure spans multiple regions across different continents
→ Ensures higher resilience and network availability
→ Reduces dependency on any single geographic concentration

2️⃣
Strengthening Decentralized Validation
→ Node operators play a key role in block production and validation
→ Distributed consensus improves network security
→ Participation from global validators enhances decentralization depth
→ Network reliability increases with broader geographic participation

3️⃣
Governance Participation Structure
→ TRON governance continues to rely on community-driven participation
→ Node operators contribute to protocol-level decision processes
→ Voting and validation mechanisms reinforce decentralized coordination
→ Governance structure evolves alongside ecosystem expansion

4️⃣
Infrastructure Resilience & Stability
→ Global node distribution improves fault tolerance
→ Reduces risk of localized disruptions affecting the network
→ Enhances transaction processing stability across regions
→ Supports long-term scalability of the TRON ecosystem

🌐
Overall, Q1 2026 highlights TRON’s continued progress in decentralization and governance resilience, driven by a globally distributed node infrastructure and a stable validator ecosystem

@Justin Sun孙宇晨 @TRON DAO #TRONEcoStar

📢
AINFT Expands Accessibility with WeChat Pay & Alipay Integration

AINFT is taking another step toward making advanced AI infrastructure more accessible by officially supporting WeChat Pay and Alipay as native payment options.

This update removes one of the biggest barriers for users in Asia — the friction of overseas payment systems — and replaces it with familiar, instant, and trusted local payment methods.

Now, users can seamlessly access leading AI models and Agent services without needing international cards, crypto onboarding, or complex setup processes.

🤖
Unified AI Access Layer
Through AINFT, users can interact with a wide range of global and domestic AI models in one place, including:

• GPT
• Claude
• Gemini
• Leading regional AI models

All models are integrated into a single interface, enabling users to focus on outcomes rather than platform switching.

💡
Why this matters

This is more than just a payment update — it represents a shift in how AI services are distributed and consumed:

• Lower access barriers for mainstream users
• Faster onboarding for non-crypto-native audiences
• Stronger adoption of AI tools in everyday workflows
• A step toward mass-market AI accessibility

🔐
Frictionless AI Experience
By combining unified model access with local payment rails, AINFT is building an environment where AI becomes:

• Easier to use
• Faster to access
• More globally inclusive

🌐
Start exploring here: https://chat.ainft.com/chat

The goal is simple — make advanced AI as easy to use as sending a message or making a mobile payment.

@Justin Sun孙宇晨 #TRONEcoStar

📊
开发者链上活动 — TRON 2026 Q1

1️⃣
在行业放缓背景下仍保持增长

→ TRON 开发者链上活动持续环比增长
→ 与整体加密行业放缓形成对比
→ 显示生态具备更强韧性
→ 开发者活跃度维持高水平

2️⃣
增长的主要驱动因素
→ DeFi 与基础设施生态持续扩展
→ 多项集成计划提升跨协议连接能力
→ 更强的可组合性促进应用开发
→ 生态对开发者吸引力持续增强

3️⃣
提案 #104 的影响

→ 智能合约部署成本降低约 60%
→ 显著降低开发门槛
→ 提高部署频率与实验效率
→ 推动更多项目快速上线与迭代

4️⃣
这一趋势的意义
→ 成本下降通常会加速创新速度
→ 开发活跃度反映生态长期健康
→ 更多开发者意味着更丰富应用场景
→ 有助于生态持续扩展与增长

🌐
总体来看，TRON 在 2026 年 Q1 展现出强劲的开发者链上增长趋势，在成本下降与生态扩展的共同推动下持续增强

@JUST DAO
@Justin Sun孙宇晨 @TRON DAO #TRONEcoStar

📢
AINFT 正式支持微信支付 & 支付宝

现在，通过 AINFT，你可以直接使用微信支付或支付宝，一键访问全球多款顶级 AI 大模型与 Agent 服务。

无需海外支付方式，无需复杂流程，让 AI 使用门槛大幅降低。

🤖
支持模型包括：
GPT、Claude、Gemini，以及多款国内领先大模型，全部统一接入同一平台。

真正实现“一个平台调用所有 AI”，让先进技术变得更加普及与易用。

🌐
立即体验：https://chat.ainft.com/chat

@Justin Sun孙宇晨 #TRONEcoStar

📊
Developer On-Chain Activity — TRON Q1 2026

1️⃣
Sustained Growth Despite Industry Slowdown

→ TRON developer on-chain activity continued to grow QoQ
→ This contrasts with a broader deceleration across the crypto industry
→ Indicates stronger relative ecosystem resilience
→ Suggests developers remain highly active on TRON

2️⃣
Key Drivers Behind Developer Momentum
→ Ongoing ecosystem expansion across DeFi and infrastructure layers
→ Recent integration initiatives improving cross-protocol connectivity
→ Increased composability encouraging more application development
→ Stronger developer incentives within the TRON ecosystem

3️⃣
Impact of Proposal #104

→ Proposal #104 reduced smart contract deployment costs by ~60%
→ Lower costs significantly improved developer accessibility
→ Encouraged more frequent deployment and experimentation
→ Reduced friction for new project launches and iterations

4️⃣
Why This Trend Matters
→ Lower development costs typically accelerate innovation cycles
→ Sustained activity signals long-term ecosystem commitment
→ Developer growth often leads to stronger application diversity
→ Healthy on-chain activity supports broader network expansion

🌐
Overall, Q1 2026 highlights a structurally strong developer ecosystem on TRON, with continued on-chain growth driven by lower deployment costs, expanding integrations, and sustained builder engagement despite broader industry slowdown

@Justin Sun孙宇晨 @TRON DAO #TRONEcoStar