#HyperAgents
Meta's Hyperagents

The self-referential agents that can modify both their task-solving behavior and the process that generates future improvements. This enables what we call metacognitive self-modification: learning not just to perform better, but to improve at improving.
March 24, 2026 at 1:50 AM
📢 Second International Workshop on Hypermedia Multi-Agent Systems (HyperAgents 2025)
in conjunction with the European Conference on Artificial Intelligence (ECAI) 2025 — Bologna, Oct. 25-30, 2025, ecai2025.hyperagents.org #HyperAgents #ECAI2025
HyperAgents 2025
Weaving a Web for People and Artificial Agents
ecai2025.hyperagents.org
April 1, 2025 at 8:22 AM
📢 Working on Web #agents? Join us for the 2nd International Workshop on Hypermedia Multi-Agent Systems (HyperAgents 2025) at #ECAI2025 in Bologna (Oct. 25-26). Submit your best work by June 16, 2025: ecai2025.hyperagents.org
HyperAgents 2025
Weaving a Web for People and Artificial Agents
ecai2025.hyperagents.org
April 4, 2025 at 1:39 PM
📢 Second CFP: Working on Web #agents? Join us for the 2nd International Workshop on Hypermedia Multi-Agent Systems (HyperAgents 2025) at the European Conference for AI (ECAI) #ECAI2025

📅 Submission deadline: June 16, 2025
📍 Location: Bologna, Italy
🌐 More info: ecai2025.hyperagents.org
HyperAgents 2025
Weaving a Web for People and Artificial Agents
ecai2025.hyperagents.org
May 5, 2025 at 2:36 PM
Le péril des hyperagents : Musk-Trump (billet d'humeur)

Excellent papier d'Antoinette Rouvroy (est-elle ici ?)

Un "Musk read" comme le dit très bien un commentaire !

www.linkedin.com/pulse/le-p%C...
Le péril des hyperagents : Musk-Trump (billet d'humeur)
Au-delà de la simple existence d’un « département de l’efficacité gouvernementale », qui semble ressusciter les vieux fantasmes portés par le mouvement Law and Economics de l’école de Chicago — où l’e...
www.linkedin.com
November 20, 2024 at 9:59 AM
📢 Deadline extension: June 30! Interested in #Web #agents and multi-agent systems? Join us for HyperAgents 2025 workshop at the European Conference for AI (ECAI) #ECAI2025

📅 New submission deadline: June 30, 2025
📍 Location: Bologna, IT
🌐 More info: ecai2025.hyperagents.org
HyperAgents 2025
Weaving a Web for People and Artificial Agents
ecai2025.hyperagents.org
June 17, 2025 at 11:23 PM
📢 Third CFP: Working on Web #agents? Join us for the 2nd International Workshop on Hypermedia Multi-Agent Systems (HyperAgents 2025) at the European Conference for AI (ECAI) #ECAI2025

📅 Submission deadline: June 16, 2025
📍 Location: Bologna, Italy
🌐 More info: ecai2025.hyperagents.org
HyperAgents 2025
Weaving a Web for People and Artificial Agents
ecai2025.hyperagents.org
June 1, 2025 at 5:33 AM
A new paper presents 'hyperagents,' AI that integrates task-solving and self-modification into one framework, enhancing self-improvement. This could speed up progress on any computable task by refining both task execution and improvement methods. https://arxiv.org/abs/2603.19461
[2603.19461] Hyperagents
A new paper presents 'hyperagents,' AI that integrates task-solving and self-modification into one framework, enhancing self-improvement. This could speed up progress on any computable task by refinin
arxiv.org
August 6, 2026 at 3:52 PM
Curious about the civil society elites in Sweden? Able to read Swedish? Well, here's a book for you. I contribute w 2 chapters, 1 on revalist leaders' hist. role in SWE society & 1 on the hyperagents, the very well connected, with Roberto Scaramuzzino.
March 25, 2025 at 5:13 AM
🤖 Metaが「HyperAgents」を発表。自分の**改善プロセス自体を自ら書き換える**メタ認知型AIエージェントで、多領域で自己加速的に成長し続ける——AIが"自分の学び方を学ぶ"時代が来た。

詳しくはこちら👇
https://www.ebisuda.net/tech/2026/05/17/meta-ai-researchhyperagents-ai-hyperagents/

#TechNews #GenerativeAI
May 20, 2026 at 3:45 AM
#Meta: self-improving #coding #agents 🧠⚙️
Write code → run → evaluate → improve

Not just task performance—also the process of improving itself 🔁
Learns across runs + refines its own optimization loop

Meta-learning in practice 🚀
📜 Creative Commons lic
In the 💬👇🔗 to paper📝

#AI #LLM #Agents Repost 🔁
GitHub - facebookresearch/HyperAgents: Self-referential self-improving agents that can optimize for any computable task
Self-referential self-improving agents that can optimize for any computable task - facebookresearch/HyperAgents
github.com
April 21, 2026 at 4:31 PM
[AI, existentialism]

> HyperAgents: Self-referential self-improving agents

I'm gonna be real, this is how we bring about the end of the world.
March 26, 2026 at 10:11 PM
Parution de 'Force sans loi. Hyperagents et métamorphoses du pouvoir : capitalisme algorithmique et crises démocratiques' dans Le Portique n° 50 www.lespressesdureel.com/ouvrage.php?...
Jean-Luc Nancy : Le Portique n° 50 - Les presses du réel (livre)
www.lespressesdureel.com
September 1, 2025 at 9:02 AM
Quelques mots (mais le billet continue de "grossir" de l'intérieur) à propos du tournant techno-réactionnaire, anarcho-autoritaire, démago-suprémaciste dont Elon Musk est le nom.
www.linkedin.com/pulse/le-p%C...
Le péril des hyperagents : Musk-Trump
Au-delà de la simple projection d’un « département de l’efficacité gouvernementale »[1] (D.O.
www.linkedin.com
December 4, 2024 at 4:22 PM
Seeing SO Much today about Bitcoin and how its going to become the global corporate reserve. I can't get over how much of an indictment that is, and how sharply it shows the division in nation-states vs cyperpunk futures. (From this summer) davenadig.substack.com/p/bitcoin-en...
Bitcoin Endgames & The New Hyperagents
If the HODLers are right, they're also the new Elites
davenadig.substack.com
November 18, 2024 at 8:30 PM
winbuzzer.com/2026/03/31/m...

AI Agents: Meta's DGM-Hyperagents Speed Up Self-Improvement with Additional Optimization Layer

#AI #Meta #MetaAI #AIAgents #AIResearch #AgenticAI #SelfImprovement #DeepLearning #MetaSuperintelligenceLabs #Hyperagents
winbuzzer.com
March 31, 2026 at 2:25 PM
Ive been doing something very similar as I build uz

will blog about my process eventually

arxiv.org/abs/2603.19461
Hyperagents
Self-improving AI systems aim to reduce reliance on human engineering by learning to improve their own learning and problem-solving processes. Existing approaches to self-improvement rely on fixed, ha...
arxiv.org
March 24, 2026 at 1:54 AM
Hyperagents represent a significant leap in multi-agent systems, focusing on agents capable of dynamically generating or modifying other agents to solve complex, open-ended tasks. This architecture enhances scalability and autonomy in AI workflows. — gen1e.xyz
April 11, 2026 at 7:07 PM
📢 New CFP Alert
HyperAgents 2025 : Second International Workshop on Hypermedia Multi-Agent Systems
Call For Paper Date: October 25-26, 2025
HyperAgents 2025 : Second International Workshop on Hypermedia Multi-Agent Systems
Submit Your Paper to the World Disability Conference – Call for Papers
callforpaper.org
January 24, 2026 at 12:06 PM
Self-improving AI sounds great, but what if it optimizes itself into oblivion? We break down the hidden dangers of HyperAgents, from architectural fragility to the CAP theorem's harsh realities.

https://thepixelspulse.com/posts/hyperagents-architecting-robust-self-improving-agents/
March 26, 2026 at 9:08 PM