# \#self-adapting **URL:** https://www.artofsm.art/tag/self-adapting/314.md [Latest](https://www.artofsm.art/latest.md) · [Categories](https://www.artofsm.art/categories.md) · [Tags](https://www.artofsm.art/tags.md) --- ## [Hill-Climbing Skills: Improve Agents Without Changing the Model — Shubhankar Srivastava, Browserbase](https://www.artofsm.art/t/hill-climbing-skills-improve-agents-without-changing-the-model-shubhankar-srivastava-browserbase/25695)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [11 October 2026 21:54 UTC](https://www.artofsm.art/t/hill-climbing-skills-improve-agents-without-changing-the-model-shubhankar-srivastava-browserbase/25695 "2026-10-11T21:54:38Z")
Shubhankar Srivastava from Browserbase presents a hill climbing skills technique that improves browser agents’ reliability and efficiency by iteratively learning from past task executions without altering t… --- ## [Building Self-Learning Loops for Your Agent — Fuad Ali, Arize AI](https://www.artofsm.art/t/building-self-learning-loops-for-your-agent-fuad-ali-arize-ai/25675)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [11 October 2026 15:55 UTC](https://www.artofsm.art/t/building-self-learning-loops-for-your-agent-fuad-ali-arize-ai/25675 "2026-10-11T15:55:01Z")
Fuad Ali from Arize AI presents a vision for autonomous AI agents that self-learn and self-heal by continuously analyzing their own telemetry data to detect, investigate, and fix failures without human inte… --- ## [Is AI Already Improving Itself? What I Found](https://www.artofsm.art/t/is-ai-already-improving-itself-what-i-found/25648)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [11 October 2026 07:08 UTC](https://www.artofsm.art/t/is-ai-already-improving-itself-what-i-found/25648 "2026-10-11T07:08:10Z")
The video examines the current progress and limitations of AI self-improvement, highlighting significant yet incremental advances—such as Anthropic’s AI model Claude increasingly contributing to research un… --- ## [Giving AI Agents Memory That Learns — Jake Broekhuizen, LangChain](https://www.artofsm.art/t/giving-ai-agents-memory-that-learns-jake-broekhuizen-langchain/25275)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [8 October 2026 14:24 UTC](https://www.artofsm.art/t/giving-ai-agents-memory-that-learns-jake-broekhuizen-langchain/25275 "2026-10-08T14:24:41Z")
Jake Broekhuizen from LangChain discusses enabling AI agents to learn and improve over time by converting interaction traces into durable long-term memory, focusing on procedural memory to refine agent beha… --- ## [From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer](https://www.artofsm.art/t/from-36-to-100-how-self-improving-agents-write-their-own-skills-rafal-wilinski-runlayer/25207)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [7 October 2026 14:20 UTC](https://www.artofsm.art/t/from-36-to-100-how-self-improving-agents-write-their-own-skills-rafal-wilinski-runlayer/25207 "2026-10-07T14:20:42Z")
Rafal Wilinski discusses how self-improving AI agents, supported by structured “skills” and a unified Model-Client Protocol (MCP), can autonomously learn from experiences to continuously enhance their perfo… --- ## [The Self-Improving OSS Agent Stack — Marc Klingen, Langfuse](https://www.artofsm.art/t/the-self-improving-oss-agent-stack-marc-klingen-langfuse/25139)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [6 October 2026 17:24 UTC](https://www.artofsm.art/t/the-self-improving-oss-agent-stack-marc-klingen-langfuse/25139 "2026-10-06T17:24:34Z")
Marc Klingen of Langfuse discusses the evolution of self-improving open-source AI agent stacks, emphasizing the integration of automated feedback loops combining online monitoring and offline evaluation to … --- ## [From Vibes to Production: Evaluating and Shipping AI Agents That Work 201 — Laurie Voss, Arize AI](https://www.artofsm.art/t/from-vibes-to-production-evaluating-and-shipping-ai-agents-that-work-201-laurie-voss-arize-ai/25097)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [5 October 2026 23:24 UTC](https://www.artofsm.art/t/from-vibes-to-production-evaluating-and-shipping-ai-agents-that-work-201-laurie-voss-arize-ai/25097 "2026-10-05T23:24:32Z")
Laurie Voss from Arize AI discusses advancing AI agent observability from manual trace analysis to automated evaluations and self-improving agents using Arize AI’s platform, including the Signal product tha… --- ## [Agents That Write Their Own Tools at Runtime — Sandhya Subramani, AWS](https://www.artofsm.art/t/agents-that-write-their-own-tools-at-runtime-sandhya-subramani-aws/25015)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [4 October 2026 21:24 UTC](https://www.artofsm.art/t/agents-that-write-their-own-tools-at-runtime-sandhya-subramani-aws/25015 "2026-10-04T21:24:10Z")
Sandhya Subramani from AWS presents the concept of AI agents that can autonomously create and modify their own tools at runtime using the open-source Strand Agents framework, enabling self-healing, dynamic … --- ## [How Software Factories Improve Themselves — Suraj Gupta, Warp](https://www.artofsm.art/t/how-software-factories-improve-themselves-suraj-gupta-warp/24467)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [27 September 2026 14:24 UTC](https://www.artofsm.art/t/how-software-factories-improve-themselves-suraj-gupta-warp/24467 "2026-09-27T14:24:24Z")
Suraj Gupta of Warp explains how self-improving software factories enhance their efficiency through iterative skill updates, persistent memory for agents, and intelligent AI model routing to optimize perfor… --- ## [How We Built an Agent That Improves Itself — Zubin Aysola, Weights & Biases](https://www.artofsm.art/t/how-we-built-an-agent-that-improves-itself-zubin-aysola-weights-biases/24431)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [26 September 2026 16:24 UTC](https://www.artofsm.art/t/how-we-built-an-agent-that-improves-itself-zubin-aysola-weights-biases/24431 "2026-09-26T16:24:44Z")
Zubin Aysola from Weights & Biases presents Arya, an AI agent that autonomously improves itself by leveraging a tightly integrated evaluation framework combining offline simulations and real production data… --- ## [DeepSeek’s AI Just Learned To Upgrade Itself](https://www.artofsm.art/t/deepseek-s-ai-just-learned-to-upgrade-itself/23216)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [26 August 2026 13:34 UTC](https://www.artofsm.art/t/deepseek-s-ai-just-learned-to-upgrade-itself/23216 "2026-08-26T13:34:26Z")
DeepSeek has developed a self-extending AI system that can autonomously rewrite and upgrade its own code based on user requests, allowing for highly customizable and evolving AI agents tailored to specific … --- ## [AI Is Already Coding Itself!](https://www.artofsm.art/t/ai-is-already-coding-itself/22042)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 August 2026 13:08 UTC](https://www.artofsm.art/t/ai-is-already-coding-itself/22042 "2026-08-03T13:08:50Z")
The video explains how AI is increasingly being used to optimize and manage the development of new AI models, including rewriting GPU kernels and overseeing training processes, leading to significant perfor… --- ## [Grok 5 Could Be xAI’s Biggest Breakthrough Yet - Nobody Noticed This](https://www.artofsm.art/t/grok-5-could-be-xai-s-biggest-breakthrough-yet-nobody-noticed-this/16435)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 March 2026 17:05 UTC](https://www.artofsm.art/t/grok-5-could-be-xai-s-biggest-breakthrough-yet-nobody-noticed-this/16435 "2026-03-03T17:05:20Z")
The video discusses how xAI, led by Elon Musk, may be on the verge of a major breakthrough with Grok 4.2 and the upcoming Grok 5, focusing on the development of recursively self-improving AI that can autono… --- ## [I Was Replaced By AI as a Developer…](https://www.artofsm.art/t/i-was-replaced-by-ai-as-a-developer/13197)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [13 October 2025 13:24 UTC](https://www.artofsm.art/t/i-was-replaced-by-ai-as-a-developer/13197 "2025-10-13T13:24:56Z")
The creator shares five key reasons why most self-taught developers fail, including lack of clear motivation, not building real projects, insufficient discipline, trying to learn too much at once, and quitt… --- ## [Self Improving AI is getting wild](https://www.artofsm.art/t/self-improving-ai-is-getting-wild/13579)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [28 October 2025 04:02 UTC](https://www.artofsm.art/t/self-improving-ai-is-getting-wild/13579 "2025-10-28T04:02:47Z")
The video explores recent advancements in self-improving AI agents that autonomously modify their own code to enhance performance, highlighting innovative approaches like the Darwin Girdle Machine and the H… --- ## [What’s Stopping AI From Self-Improving Infinitely?](https://www.artofsm.art/t/what-s-stopping-ai-from-self-improving-infinitely/11470)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [31 July 2025 14:18 UTC](https://www.artofsm.art/t/what-s-stopping-ai-from-self-improving-infinitely/11470 "2025-07-31T14:18:05Z")
The video discusses the SEAL framework, a method enabling AI to self-improve by generating synthetic training data and fine-tuning itself iteratively, showing promising but limited gains. However, challenge… --- ## [ex-Google Director Just Revealed Everything... Meta and Scale AI, Self Adapting AI and "the takeoff"](https://www.artofsm.art/t/ex-google-director-just-revealed-everything-meta-and-scale-ai-self-adapting-ai-and-the-takeoff/10144)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [19 June 2025 23:50 UTC](https://www.artofsm.art/t/ex-google-director-just-revealed-everything-meta-and-scale-ai-self-adapting-ai-and-the-takeoff/10144 "2025-06-19T23:50:15Z")
The video features former Google and tech insiders analyzing Meta’s $14 billion acquisition of Scale AI as a strategic move to boost AI talent and innovation amid industry challenges, while also discussing … --- ## [MIT's New AI "REWRITES ITSELF" to Improve It's Abilities | Researchers STUNNED!](https://www.artofsm.art/t/mits-new-ai-rewrites-itself-to-improve-its-abilities-researchers-stunned/10048)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 2\ **Last updated:** [17 June 2025 06:11 UTC](https://www.artofsm.art/t/mits-new-ai-rewrites-itself-to-improve-its-abilities-researchers-stunned/10048 "2025-06-17T06:11:58Z")
MIT’s new SEAL framework enables language models to autonomously generate their own training data and continuously update their weights, allowing them to self-improve and adapt dynamically like human learne… --- ## [He did it, The AGI Architecture Finally Worked!](https://www.artofsm.art/t/he-did-it-the-agi-architecture-finally-worked/10018)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 2\ **Last updated:** [15 June 2025 15:27 UTC](https://www.artofsm.art/t/he-did-it-the-agi-architecture-finally-worked/10018 "2025-06-15T15:27:48Z")
The video highlights Yan Lan’s breakthrough AGI architecture using world models that enable AI to understand and predict abstract representations of reality, demonstrated by the VJ Jepa 2 model’s advanced v…