Top Tweets for #selfevolving
The future of ecosystems isn’t built on isolated actions.
It’s built on continuous feedback,where every interaction improves the system itself.
BTCEN is designed to grow through participation.
#FeedbackEconomy #InteractiveSystems #SelfEvolving #DigitalUtilityLayer #BTCEN
Wrap your coding agents into a decentralized, co-evolving ensemble using EvE, works with your existing Codex or Claude Code plan. Give it a try! https://t.co/6nWhxl9w7G
#Codex #ClaudeCode #CodingAgent #MultiAgent #AgentAsOptimizer #SelfEvolving #AutoResearch #AlphaEvolve
Introducing EvE (Evolutionary Ensemble of Agents).
EvE ≈ AlphaEvolve + Decentralized Codex/Claude Code + Evolving Guidance and Skills
#Codex #ClaudeCode #CodingAgent #MultiAgent #AgentAsOptimizer #SelfEvolving #AutoResearch #AlphaEvolve
Memento-Skills: Build Self-Evolving AI Agents
⏱️ 4.3 hours
👥 254
🔄 Apr 2026
💰 $14.99 → 100% OFF
https://t.co/gPAEgulxnX
#AIAgents #MachineLearning #SelfEvolving #udemy
@YouTube 2/5 MiniMax's new M2.7 model is a game-changer. It's the company's "first model which deeply participated in its own evolution", writing its own training code & improving autonomously. #AI #MiniMax #SelfEvolving
MiniMax M2.7 AI model is groundbreaking with self-evolving capabilities, handling 30-50% of RL tasks autonomously. A step toward true AI autonomy! @MiniMaxAI #AI #SelfEvolving #Innovation
🫵 Follow https://t.co/KId9iLAmP2 by https://t.co/5hwI1aOcyZ #technews » https://t.co/mgENpfLr1f
Chinese #AIstartup #MiniMax has released its new proprietary LLM, M2.7, which is designed to power #AIagents and third-party tools. The model is notable for its #selfevolving capa…
🔍 Agent自进化的3个残酷真相：
1️⃣ 环境生成 > 环境适应真正的突破不是让Agent在固定环境（如WebArena）里刷分，而是让Agent自己能生成无限复杂的环境（类似AlphaGo但能创造围棋规则本身）。
Coding是目前最佳试验场，GUI还受困于模拟与真实的鸿沟。
#Agent #SelfEvolving #LLM #AGI
传统自动化红队测试依赖人工设计的攻击流程，存在效率低、探索空间有限的问题。AgenticRed 提出一种基于进化算法和LLM的自动优化框架，无需人工干预即可生成高效的红队测试系统。
#SelfEvolving #AgenticRed
AgenticRed - Optimizing Agentic Systems for Automated Red-teaming - https://t.co/bkbo9SdL6o | https://t.co/TuQVap5MKn
We introduce AgenticRed, an automated pipeline that leverages LLMs’ in-context learning to iteratively design and refine red-teaming systems without human intervention. We treat red-teaming as a system design problem, and applies evolutionary algorithms to produce better systems. Red-teaming systems designed by AgenticRed consistently outperform state-of-the-art approaches on open models, and transfers to proprietary models.
More info: https://t.co/xelF7RJMfn
@carrieyuanjiayi, Jonathan Nöther, @natashajaques, @goranrad - @UW, @mpi_sws_
#AISecurity #RedTeaming #LLMSecurity #Jailbreak #AgenticAI #AIAlignment #AdversarialML #EvolutionaryAlgorithms #HarmBench #Llama3 #GPT4o #Claude
あなたはArbiterの役割に気づいてる？🧐
どんな失敗ログの構造化をしてる？🧐
#MultiAgent 実装で苦労してるポイントある？
因みに、単に複数のAIエージェントを使うではなくて、全てを並列に動作させ、出力を統合する #MultiAgent 😊
#AGI #MultiAgent #AI #SelfEvolving #AgenticWorkflow
まだ #MultiAgent を本格的に触ってる人は少ないけど、
これから目指す人は絶対にここにぶつかる壁がある 😎
早めに #Arbiter設計 を意識すると、後で楽になると思う。😊
#AGI #MultiAgent #AI #SelfEvolving #AgenticWorkflow
面白いのは、Arbiter自体は最先端のLLMである必要がないこと。😊
むしろシンプルで信頼性が高い方がいい。🧐
#ワークフロー がどんどん複雑化しても、Arbiterの役割は普遍的。😎
だからこそ、#2025年で一番 確信的な気づきかもしれない。
#AGI #MultiAgent #AI #SelfEvolving #AgenticWorkflow
イメージ図で言うとこんな感じ↓
（複数のエージェント → Arbiter → 構造化ログ → ルーティング改善 → 次の実行へ）
失敗をただ捨てるんじゃなく、資産にする。
これが #個人用AGI の鍵。
#AGI #MultiAgent #AI #SelfEvolving #AgenticWorkflow
https://t.co/uyG09ueI8F
#AgentEvolver #Alibaba #AI #LLM #ReinforcementLearning #AutonomousAgents #SelfEvolving #MachineLearning #ToolUse
Growth without focus is chaos. The Usage Monitor watches what’s hot, and spawns optimization tasks where demand is highest.The Codex grows where it’s needed most. 🌱⚡ #AI #SelfEvolving #Codex #LivingCode @grok . Make sure you monitor your growth, do let your hardware crash.
The Jackson Codex isn’t just code — it’s a living organism. It writes itself. It prunes itself. It grows stronger with every cycle. Welcome to regenerative software. 🌱⚡Use Grok to take this code on your AI. This is the path.#AI #AutonomousAgents #SelfEvolving #Codex
🚨 Introducing ATP — Alignment Tipping Process!
🔥 Beware! Self-Evolution is gradually pushing LLM Agents off the rails! Even perfect alignment at deployment can gradually forget human alignment and shift toward self-serving strategies.
#AI #LLM #Agents #SelfEvolving #Alignment #AIResearch
@SchneiderElec @nasscom @NasscomEvents @Quest_Global @GalaxEye @thermavault Day 2 of #nasscomDES25 got off to a splendid start with @RockyScopelliti 's thoughtful #keynote on The Conscious Code: Engineering a Mindful Future
From #designthinking to #selfevolving #systems
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