Yes, until the app store deploys a bot to keep the bots in check. Then the bots will hire humans to call up and reason with the app store bot, and it, in turn, will hire its own humans to deal with those humans. And so on.
AGENTS
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AI-Assisted Gmail Extraction With Iterative Prompt Refinement
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grabbing gmail is a pretty straight forward read process. i didn’t write the extraction prompt either actually… just asked the ai for a lot of stuff and went through a dozen test runs as i gave it feedback on mistakes i found
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AI Portfolio Monitoring Tool Integrates CRM Gmail and Notes
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introduced our new portfolio monitoring tool reads attio (crm), gmail, and granola notes, extracts data, and turns it into a timeline of quantitative and qualitative data points for each portfolio company
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Q1 AI Launches: Codex, Claude Agents, and Security Tools
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this feels like less a trend and just something we expect… but q1 had a lot of launches that overlapped with recent startups i've seen: – codex desktop for running parallel – managed agents by claude and agents sdk upgrades
– codex security for reviewing code and security
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Q1 2025 AI Trends: Coding Models and Autonomous Agents Rise
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feels like forever ago, but had to include openclaw in q1 trends coding models improved greatly in Q4 of 2025, early jan was ppl running claude codes in parallel, and clawdbot blew up late jan models improvement + own computer (mac mini) + channel agnostic communication led to
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Conductor: Learning to Orchestrate Agents in Natural Language
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Learning to Orchestrate Agents in Natural Language with the Conductor Paper: https://
arxiv.org/abs/2512.04388
OpenReview: https://
openreview.net/forum?id=U23A2
BUKYt
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Fugu Blog: https://
sakana.ai/fugu-beta/ -
Multi-Agent Systems: Dynamic Labor Markets Over Static Org Charts
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Pay attention to this one, AI devs. If you're building multi-agent systems, you're probably wiring static org charts. New research argues they should look more like a labor market. The paper introduces OneManCompany (OMC). Instead of fixed teams, it defines "Talents," portable
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Artificial Servants and Existential Risk: Historical Warnings
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Literally the first play to ask "What if we tried building an obedient race of powerful, hardworking servants?" depicted them wiping out humanity instead. It might not have been a very carefully detailed set of premises and conclusions, but it was *reasonable to worry about*.
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Behavioral Auth Layer for Deterministic Agent Policy Blocking
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this is exactly what tools like @denieddotdev was built for (behavioral auth) some agent behavior should be deterministically blocked by a separate policy layer, not via prompt instructions reach out to @p_valfre for help w this stuff
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Distillation Challenges Widen as AI Agents Complexity Increases
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I think the world of agents makes distillation much harder, so the gap is starting to widen