The hardest problem in AI agents may no longer be intelligence.
It’s coordination.
Multi-agent systems are failing 41–87% of the time —
mostly from coordination breakdowns, not model weakness.
which means:
the next infrastructure layer isn’t smarter models.
It could be systems that keep agents aligned, verified, and on track.
@jpschroeder 10 bilhões de tokens nos últimos 30 dias com eles (maior parte no glm-5.1). Também uso Claude opus, tranquilamente da pra confiar para produção
GLM-5.2 is Fully Open, Frontier Intelligence Belongs to Everyone
Today, the sudden restriction of certain frontier models is deeply regrettable. At a time when access to frontier models is abruptly cut off for non-technical reasons, we are even more convinced of one thing: science should be global.
The path to AGI (Artificial General Intelligence) must never be enclosed by high walls. We have always believed that AGI should be the cornerstone for all of humanity to collaboratively explore the boundaries of intelligence and solve complex challenges, rather than a privilege monopolized by a few rules and subject to revocation at any moment. In the face of external blockades and restrictions, our attitude is one of radical openness. Frontier intelligence must remain open-source, accessible, and buildable, serving every dedicated developer.
GLM-5.2 is Zhipu's most capable open-source model to date. It not only supports a truly usable 1M context window but also maintains a continuous lead in the independent completion of long-horizon tasks, providing solid foundational support for building complex agent applications. It also continues to be our main engine for creating the strongest domestic coding model.
Tonight at 5:21—at this special moment—GLM-5.2 will officially be available to all GLM Coding Plan users (including Lite / Pro / Max). The API will also go live next week.
A step closer to frontier intelligence for everyone.
The future of AI is open, and it is for the people.
ModelKey: GLM-5.2
We built our launch video in Claude Code using HyperFrames.
Now it's yours.
Open source, agent-native framework. HTML to MP4.
$ npx skills add heygen-com/hyperframes
RT + Comment "HyperFrames" to get the full source code of this launch video (must follow)
i do think the future of work is like starcraft or age of empires. you have 200 microagents you’re directing to fix problems, gather information, reach out to people, design new systems, etc.
"O primeiro eixo de fake news. Usam vídeos falsos, descontextualizados, pra dizer que quem tá salvando o RS no braço são os voluntários. São os civis."
Você venderia a sua alma dessa maneira?
Whenever I post a hypothetical on here I get the dumbest responses
Used to annoy me until I learned that a lot of retards are literally unable to understand them due to their low IQ
Now everything makes a lot more sense on here
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Money Supply contracts again in March. 📉
This is a massive economic warning. Money Supply contraction hasn't happened in 90 years.
Only other times it has happened we had Depression / Major Banking Crisis.
@ParadigmaEdu@thiacesar@Renan62127730@BrzToken@transferogroup@misescapital Talvez a FTX em nenhum momento vai voltar os registros que tinha anteriormente, pode ser que todas as bases de dados/histórico tenham sido corrompidas/removidas. Como a BRZ vai tratar isso? Entrar o saldo que eram de usuários BRZ, como se fosse da massa falida do negócio?
@ParadigmaEdu@thiacesar@Renan62127730@BrzToken@transferogroup@misescapital Eu vi esse retorno. Sou Paradigma Pro tb.. a questão é que saldo da FTX agora está zerado para todos, meu saldo na corretora estava em BRZ (tinha uma posição em derivativos que chamava margem e não me permitiu fazer maior retirada antes)