It helps to keep in mind o3 loses visibility of its own reasoning/tool traces after each turn, and will hallucinate whatever it takes to avoid acknowledging this is happening. IMO this explains almost everything in Transluce’s (great) blog post here: https://
transluce.org/investigating-
o3-truthfulness
…
AGENTS
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o3 hallucinates due to losing trace visibility
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Montreal AI Releases AGI Alpha Agent v0 on GitHub
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GitHub: https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0
… #AGIALPHA -
Meta-Orchestrator Ω: AGI-Alpha Agent Powered by Token
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Meta-Orchestrator Ω Powered by: $AGIALPHA CA: tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump Website: https://
agialphaagent.com GitHub : https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0
… #AGIFirst #AGIALPHA #ASIFirst -
Enterprise Autonomous Agents by 2028: 15% Decisions Fully Automated
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2/ The result?
• Wasted budgets
• Poor ROI
• Eroding trust in AI But the future is clear: By 2028, 15% of enterprise decisions = fully autonomous 33% of enterprise apps will embed agentic AI
Gartner says: “Use agents for autonomy. Automation for routine. -

40% Agentic AI Projects Fail by 2027: Gartner Warning
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THREAD: Why 40% of Agentic AI Projects Will FAIL by 2027 (Gartner warns) 1/ Gartner predicts that over 40% of current agentic AI projects will be abandoned by 2027. Gartner Report Summary
Why? Agent-washing (marketing > substance) Endless PoCs with no business -
Accelerating Consumer Electronics With Predictive, Generative And Agentic AI
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Accelerating Consumer Electronics With Predictive, Generative And Agentic AI
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @demishassabis @Ronald_vanLoon @TamaraMcCleary @geoffreyhinton @goodfellow_ian @jeffdean @erikbryn http://
ow.ly/sKjA30sNANR -

LangGraph State Management: Building Sophisticated AI Agents
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LangGraph State Management Transform basic LLMs into sophisticated AI agents with this practical tutorial. Build an AI Life Coach that maintains context and manages tasks, showcasing advanced LangGraph state management in action. Master AI state management – watch now
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Qodo Gen CLI: LangGraph-Powered Command-Line Development Tool
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Qodo Gen CLI A command-line tool transforming dev workflows into agentic environments. Built with LangGraph, it enables code analysis, security scanning, and cross-environment session management in CI systems and terminals. See Qodo's dev automation in action
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Security in LLM-Driven Agent Communication Protocols
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8. AI Agent Communication Protocols Presents the first comprehensive survey on security in LLM-driven agent communication, categorizing it into three stages: user-agent interaction, agent-agent communication, and agent-environment communication.
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Anthropic Studies Emotional Support Seeking in Claude Conversations
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7. Claude for Affective Use Anthropic presents the first large-scale study of how users seek emotional support from its Claude assistant, analyzing over 4.5 million conversations.