excited to finally share on arxiv what we've known for a while now: All Embedding Models Learn The Same Thing embeddings from different models are SO similar that we can map between them based on structure alone. without *any* paired data feels like magic, but it's real: x.com/jxmnop/status/…
LLMS
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Framing ChatGPT as an Executive Co‑Pilot
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Using ChatGPT this way turns it into an executive co-pilot, not a chatbot. Print these and hang them up.
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Claude evolving into a developer platform with dev features
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Prompt caching, code execution, MCP support… Claude is basically a dev platform now, not just a model.
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Claude 4 positioned as an AI teammate with IDE integration
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7. What this means: Claude 4 is more than a model it's an AI teammate.
It reasons. It remembers. It writes real code.
And it fits directly into your IDE. This is what AI-first software looks like. Start now: -
API upgrades enable agentic apps with live code and file processing
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5. Brand-new API upgrades: Run code live Connect with Model Context Protocol Upload and process files Cache prompts for faster, cheaper responses Build agentic apps without friction.
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Claude model behavior improvements: tool use, memory, and speed
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4. Enhanced model behavior: → Extended tool use during reasoning (beta)
→ Parallel tool usage = faster, smarter Claude
→ Local memory via file access = long-term task tracking
→ 65% less shortcutting vs Sonnet 3.7 -
Claude Code now generally available with IDE and CI integrations
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3. Claude Code is now GA
— God of Prompt (@godofprompt) 23 mai 2025
You can now use Claude inside:
– JetBrains IDEs
– VS Code
– GitHub Actions
– Your terminal with the Claude SDK
It edits code inline, fixes PRs, and scales with your workflow. pic.twitter.com/S6pIhw2C2e3. Claude Code is now GA You can now use Claude inside: – JetBrains IDEs
– VS Code
– GitHub Actions
– Your terminal with the Claude SDK It edits code inline, fixes PRs, and scales with your workflow. -
Claude Sonnet 4 released with improved coding and memory
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2. Claude Sonnet 4 Massive step up from Sonnet 3.7 Free for everyone + included in paid plans 72.7% on SWE-bench Powers GitHub’s next-gen coding agent Stronger memory, sharper logic, cleaner code
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Claude Opus 4 tops benchmarks, built for long multi-step workflows
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1. Claude Opus 4 Tops SWE-bench (72.5%) and Terminal-bench (43.2%) Capable of hours-long, multi-step workflows Used by leaders like Cursor, Replit, Block & Rakuten Trusted for complex refactoring, debugging & agentic workflows