@zephyr_z9 On the topic of Moonshot affording compute, there's a risk… I think the ultra-sparse approach is failing to handle logical reasoning and problem solving like frontier models. Made a new benchmark digging deeper:
AGI
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@testingcatalog — 2026-02-15
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BREAKING 🚨: xAI is working on Parallel Agents mode and Aren Mode for the upcoming Grok Build.
— 🚨 AI News | TestingCatalog (@testingcatalog) 15 février 2026
With Parallel Agents, users will be able to spawn up to 8 coding agents in parallel, while in Arena mode, we will likely see a tournament-style evaluation. pic.twitter.com/324TDKn3PmBREAKING : xAI is working on Parallel Agents mode and Aren Mode for the upcoming Grok Build. With Parallel Agents, users will be able to spawn up to 8 coding agents in parallel, while in Arena mode, we will likely see a tournament-style evaluation.
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Turing Test Relevance to Artificial Intelligence Assessment
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indeed while i think that the Turing test has little per se to do with intelligence, i agree with that section.
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Confusion with Stuart Russell on AI safety red lines
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have not read the book but either that’s AI-written or they confused me with Stuart Russell and made some leaps that are a bit off. Some of the first sentence is correct about me; some note. The red lines stuff is really Stuart’s. The fire alarms stuff is sloppy and not
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Elon Musk’s Galileo test: AI must see truth despite false data
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AI must pass, in general, the “Galileo” test: even if almost all the training data repeats falsehoods, it must nonetheless see the truth
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Anthropic develops global instructions for Cowork
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5. Cowork custom instructions Anthropic is working on global instructions for Cowork, where users will be able to specify a custom prompt applicable to all tasks.
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MiniMax-M2.5 reaches 80.2% on SWE-Bench Verified
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ICYMI: MiniMax released MiniMax-M2.5 and M2.5-Lightning with 80.2% achievement on SWE-Bench Verified. In addition to strong numbers in Excel, Deep Research, and Doc Summarisation categories. Happy upcoming New Lunar AI Year!
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Blev Labs’ new cognitive architecture outperforms OpenClaw, offers reports
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This wasn't done with OpenClaw though. It was done with a new kind of AI: cognitive architecture by @blevlabs
. It's way better than what everyone is using. But you are right. And I can get you a report like this on any topic. -
Agentic AI: Autonomy, Guardrails, and Multi-Agent Architecture
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Chatbot ≠ Agentic.
— Dr. Debashis Dutta (@debashis_dutta) 14 février 2026
RPA ≠ Agentic.
RAG ≠ Agentic.
Agentic AI = orchestrator + memory + planning + tools + feedback, plus multi-agent specialists (retrieval/coding/citations).
The board question: where do we allow autonomy—and with what guardrails? pic.twitter.com/AEnajJZeEPChatbot ≠ Agentic.
RPA ≠ Agentic.
RAG ≠ Agentic. Agentic AI = orchestrator + memory + planning + tools + feedback, plus multi-agent specialists (retrieval/coding/citations). The board question: where do we allow autonomy—and with what guardrails? -
Accelerating Time: AI’s Mission to Compress Process Durations
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Collapse minutes to seconds,
hours to minutes,
and days to hours.
That is what we are here to do.