My mom (who is terrified of technology) is vibe coding I gave her Agent-S and now she’s built a webapp and is trying to start a business around it What has this world come to?
AGENTS
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Agent Connector Solution Needed for Siloed AI Systems
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I predict someone will come up with an agent connector soon. I have too many agents running in little silos all over the place. https://t.co/s9wNP0sygw
— Robert Scoble (@Scobleizer) 29 avril 2026I predict someone will come up with an agent connector soon. I have too many agents running in little silos all over the place.
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AI as Advocate for Non-Human Stakeholders in Governance
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Anthropocene Mediation Platforms (Human ↔ Nature)
— Yohei (@yoheinakajima) 29 avril 2026
Systems represent non-human stakeholders (rivers, forests, ecosystems) in decision-making processes. AI models impact, advocates for outcomes, and participates in governance frameworks.
This emerges from a shift where… pic.twitter.com/AJMXYkTsg0Anthropocene Mediation Platforms (Human Nature) Systems represent non-human stakeholders (rivers, forests, ecosystems) in decision-making processes. AI models impact, advocates for outcomes, and participates in governance frameworks. This emerges from a shift where
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AI Agents as Cultural Memory Preservation Systems
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Cultural Memory & Legacy Systems
— Yohei (@yoheinakajima) 29 avril 2026
Agents preserve languages, traditions, and personal histories as living, interactive systems. This extends to individuals (family memory) and entire cultures.
The driver is loss: as the world accelerates, preservation becomes more valuable.… pic.twitter.com/JUQs4OnDT9Cultural Memory & Legacy Systems Agents preserve languages, traditions, and personal histories as living, interactive systems. This extends to individuals (family memory) and entire cultures. The driver is loss: as the world accelerates, preservation becomes more valuable.
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AI-Powered Trust-Based Micro-Community Networks Replace Large Platforms
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Trust-Based Micro-Community Networks
— Yohei (@yoheinakajima) 29 avril 2026
Small, high-trust groups become more valuable than large, low-trust networks. AI helps form, maintain, and govern these groups based on shared values and behavior.
This is a direct reaction to the dilution of trust in large platforms. Humans… pic.twitter.com/64Cnbvb4jHTrust-Based Micro-Community Networks Small, high-trust groups become more valuable than large, low-trust networks. AI helps form, maintain, and govern these groups based on shared values and behavior. This is a direct reaction to the dilution of trust in large platforms. Humans
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AI Agents Simulate Branching Timelines for Decision-Making
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Temporal Reflection & Decision Simulation Systems
— Yohei (@yoheinakajima) 29 avril 2026
Agents simulate future scenarios across personal, corporate, and societal decisions. Instead of static analytics, users interact with branching timelines and probabilistic outcomes.
This taps into a timeless behavior: humans… pic.twitter.com/zydDUneUVsTemporal Reflection & Decision Simulation Systems Agents simulate future scenarios across personal, corporate, and societal decisions. Instead of static analytics, users interact with branching timelines and probabilistic outcomes. This taps into a timeless behavior: humans
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Autonomous B2B Agents-as-a-Service Replace SaaS with Outcome-Based Models
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Autonomous B2B Agents-as-a-Service
— Yohei (@yoheinakajima) 29 avril 2026
Entire business functions collapse into leased agent fleets: procurement, finance ops, legal workflows, even internal strategy. The shift is from SaaS (tools) to AaaS (outcomes), where companies pay for completed work, not software seats.… pic.twitter.com/tFwMbfeBSYAutonomous B2B Agents-as-a-Service Entire business functions collapse into leased agent fleets: procurement, finance ops, legal workflows, even internal strategy. The shift is from SaaS (tools) to AaaS (outcomes), where companies pay for completed work, not software seats.
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AI Compliance Agents Become Always-On Governance Infrastructure
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AI Agent Compliance & Governance Layer
— Yohei (@yoheinakajima) 29 avril 2026
Autonomous compliance agents evolve from tools into always-on governance infrastructure. As regulation accelerates (AI, ESG, cross-border data, tax), the bottleneck shifts from interpretation to continuous enforcement and board-level… pic.twitter.com/8lZ20KGGKjAI Agent Compliance & Governance Layer Autonomous compliance agents evolve from tools into always-on governance infrastructure. As regulation accelerates (AI, ESG, cross-border data, tax), the bottleneck shifts from interpretation to continuous enforcement and board-level
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Professional comparison of Claude and GPT-5.5 capabilities
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The definitive ranking doesn't exist. Here's what does: → Complex reasoning, code review, multi-file refactoring: Claude Opus 4.7
→ Agentic execution, terminal workflows, tool orchestration: GPT-5.5
→ Interactive speed: Claude
→ Cost at scale: GPT-5.5 The professionals -
GPT-5.5 outperforms Claude Opus 4.7 by 13 points on terminal benchmarks
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Long-running agentic execution: GPT-5.5
→ Terminal-Bench 2.0: 82.7% → Claude Opus 4.7: 69.4% That's a 13-point gap. Not noise.
→ OSWorld-Verified: 78.7% vs 78.0% → BrowseComp → CyberGym When the task requires driving a terminal, recovering from errors, and