If we ever end up with a solopreneur unicorn the token expenditure will be orders of magnitude higher than if it were a 100 person company.
MACHINE LEARNING
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Anthropic accuses Alibaba of distilling Claude via 25,000 fraudulent accounts
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Anthropic states: Alibaba continues to distill Claude on a large scale to train Qwen. Via Bloomberg. Anthropic accuses operators linked to Alibaba of conducting a vast campaign to illicitly access Claude via nearly 25,000 fraudulent accounts. According to Bloomberg,
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NVIDIA full-stack AI: causal analyses and agentic workflows
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NVIDIA's full-stack AI is enabling autonomous operations for the world's leading brands and platforms.
— NVIDIA (@nvidia) 24 juin 2026
Key capabilities driving this shift:
📈 Causal marketing analytics at enterprise scale
🤖 Secure, trustworthy agentic workflows
⚡Real-time, hyper-efficient auction bidding
🎬… pic.twitter.com/26AbPMHS2eNVIDIA's full-stack AI enables autonomous operations for major global brands and platforms. Key capabilities driving this change: Enterprise-scale causal marketing analyses; Secure and reliable agentic workflows.
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Letta always leader, sleep time compute comes from them
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Letta has always been at the top of that, "sleep time compute" comes from them!
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Two parallel transcription models: quality and silence
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Two transcription models in parallel.
— LangChain (@LangChain) 24 juin 2026
One wins on quality. One wins on silence detection. Neither wins at everything.
Great conversation with @ZackRW from @SierraPlatform on provider diversity across the entire voice stack in the latest episode of Max Agency. pic.twitter.com/RoriK0c3VATwo parallel transcription models. One excels at quality. One excels at silence detection. Neither excels at everything. Excellent conversation with
@ZackRW
from
@SierraPlatform
about supplier diversity across the entire voice stack in the -
Path-scoped rules keep Claude’s context clean for big codebases
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6/ For a big codebase, do not pile everything into one file. Use path-scoped rules in a .claude/rules/ folder. They load only when Claude touches the matching part of your code, so the context stays clean instead of carrying everything at once.
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NVIDIA Metropolis VSS 3: Video Search and Summarization with 16 New Skills
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NVIDIA Metropolis Blueprint for video search and summarization (VSS) 3 is here.
— NVIDIA AI (@NVIDIAAI) 24 juin 2026
Now your coding agent can analyze massive live streams and libraries of videos with a simple natural language prompt. Here's what's new:
– 16 new agent skills: Search, summarize, alert, report,… pic.twitter.com/UojjUu8orkNVIDIA Metropolis Blueprint for video search and summarization (VSS) 3 is here. Now your coding agent can analyze massive live streams and libraries of videos with a simple natural language prompt. Here's what's new: – 16 new agent skills: Search, summarize, alert, report,
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LangSmith Engine as Sleep Time Calculation
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Memory for agents is often described as a 'sleep time calculation' or 'daydreaming'. This involves running a background process to analyze agent trajectories and update a
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Linear Algebra and Optimization for Machine Learning Textbook
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Linear Algebra and Optimization for Machine Learning [516-page textbook]: https://
amzn.to/39aWf8N
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#DataScience #DataScientist #ML #Mathematics #ORMS -
Three-step process for agent memory
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Many agent memories follow a simple three-step process:
– execute the agent
– execute a process to examine those traces and analyze them
– update memory accordingly We show how to do this!