I never particularly cared about the performance of my laptop, but now I'm running my mac pro into the ground with all of these agents. We need so much more powerful compute, this is insane.
AGENTS
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OpenAI’s New Intelligence Class: Real Work and Agents
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看完 OpenAI 这条, 版本号从 5 跳到 5.5, 听起来像小更新。
— 艾略特 (@elliotchen100) 24 avril 2026
但推文里这句话值得反复读几遍:
「a new class of intelligence for real work and powering agents」
用了 real work 和 agents, 没用 chat, 没用 assistant。
列了四个能力:
1. understand complex goals, 理解复杂目标
2. use tools,… https://t.co/fwTx6TvtbRAfter reading this OpenAI post, the version number jumping from 5 to 5.5 sounds like a minor update. But this sentence in the tweet is worth reading over and over:
"a new class of intelligence for real work and powering agents" It uses "real work" and "agents," not "chat," not -
Recursive Self-Improvement Loop: From AutoResearch to AGI
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Recursive self-improvement is not AGI hype. And it’s not just prompt tuning either. Karpathy’s autoresearch ran 700 experiments on a single GPU, improved its own training code, and kept what worked. This loop is already here. I break down how it works, where it fails, and how
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Databricks Partners with OpenAI to Launch GPT-5.5 on Unity AI Gateway
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Databricks is excited to partner with @OpenAI on GPT-5.5, their latest frontier model. GPT-5.5 will be available in Unity AI Gateway on launch. You can use it with coding tools such as Codex, or to power your enterprise agents.
— Databricks (@databricks) 24 avril 2026
GPT-5.5 is state-of-the-art on many benchmarks… pic.twitter.com/UMWUFJgwCVDatabricks is excited to partner with @OpenAI on GPT-5.5, their latest frontier model. GPT-5.5 will be available in Unity AI Gateway on launch. You can use it with coding tools such as Codex, or to power your enterprise agents. GPT-5.5 is state-of-the-art on many benchmarks
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OAI researchers ask about beginner recursive self-improvements
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OAI researchers: “So, what are some good recursive self-improvements for someone just getting into recursively self-improving?”
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Managed Claude Agents with Memory Now Available
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Claude Managed Agents now have Memory support! In case you missed it, Managed Agents are available on Anthropic Workbench. Conway will likely get it too.
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Tool Use and Self-Check as Core AI Workflow Components
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Excited to compare in my workflows. Tool use + self-check is basically the whole game now.
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LangChain Startup Tier for Faster Agent Development
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At a startup and want to iterate faster and win bigger with agents? Explore our Startups tiers! https://
langchain.com/startups -
AI Achieves Record 62/100 on Senior Engineer Benchmark
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It scored a 62/100 on my Senior Engineer benchmark, a new record! Worked for almost a day:
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AI Researchers and Rocket Scientists Managing Burn
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ai researchers rocket scientists managing burn