I use both! Some tasks (crons) work great with locals, some need top tier models. It limits my server/data exposure footprint. I fully understand that it's not perfect, but it's a good step in the right direction.
GENERATIVE AI
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NVIDIA’s Self-Evolving Logic Synthesis Framework with Multi-Agent LLMs
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NEW paper from NVIDIA. EDA tools like ABC have been hand-tuned by humans for decades. New research from NVIDIA shows they can evolve themselves. The work introduces the first self-evolving logic synthesis framework: multi-agent LLMs autonomously refine the entire ABC codebase,
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Simple Prompting Trick Improves LLM Randomness and Output Diversity
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Getting LLMs to simulate “true” randomness or generate diverse outputs is surprisingly difficult. We found a simple prompting trick that solves this by having the model generate and manipulate a random string. To be presented at #ICLR2026 this week!
— hardmaru (@hardmaru) 20 avril 2026
Blog: https://t.co/CyevqqJ5ej https://t.co/dN0yZZ5MijGetting LLMs to simulate “true” randomness or generate diverse outputs is surprisingly difficult. We found a simple prompting trick that solves this by having the model generate and manipulate a random string. To be presented at #ICLR2026 this week! Blog: https://
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Top Autonomous AI Agents Processing Billions Tokens Daily
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Top autonomous agents are already feasting on it! → @OpenClaw has pushed 107 Billion tokens
→ @Kilocode and @Claudeai routed 54 Billion combined
→ The Hermes Agent is nearing 26 Billion tokens It maintains 100% provider uptime. It is fast… and it won't cost you a dime. -
Mystery Provider Launches Free 100B Parameter Model Elephant Alpha
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This is fascinating. A mystery stealth provider just flipped the entire market upside down. They dropped a massive 100B parameter model on @OpenRouter called Elephant Alpha. Best part? It's absolutely FREE Here's the tech stack you get: → 100B parameter intelligence.
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Qwen-3.6 Max Preview Benchmarks Against Claude Opus
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Qwen-3.6 Max preview shows some impressive results. However, i prefer their benchmarks against opus 4.7 instead of opus 4.5..
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SR 26-2 Released: GenAI Excluded from Banking Regulation
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SR 26-2 is out. GenAI is explicitly out of scope — meaning no regulatory floor for the models banks are deploying fastest.
TIAA, Capital One, and former NY Life are on stage at Rev NYC, May 19 to respond. First panel to address the regulation. Free event. https://
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Google DeepMind’s Gemini Robotics Powers Boston Dynamics Spot
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Boston Dynamics just gave its robot dog a brain that reasons about the physical world.
— Rowan Cheung (@rowancheung) 20 avril 2026
Google DeepMind's Gemini Robotics model is now running inside Spot, the four-legged robot already deployed at thousands of facilities worldwide.
The upgrade centers on something called… pic.twitter.com/46bGiuSKkmBoston Dynamics just gave its robot dog a brain that reasons about the physical world. Google DeepMind's Gemini Robotics model is now running inside Spot, the four-legged robot already deployed at thousands of facilities worldwide. The upgrade centers on something called
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Finance Transformation: Automation and AI Drive Innovation
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The Transformation of Finance: Automation and AI Hold the Key
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @fabiomoioli @pascal_bornet @alliekmiller @mattshumer_ @OfficialLoganK @jeremyphoward @GaryMarcus -
AI Agents Challenge Alignment Like Self-Service BI Did
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The clearest analogy is self-service BI. We democratized data.
We sped up access.
But we also created endless KPI debates. Why? → Different teams used different definitions
→ Different reports showed different numbers
→ Humans could still stop, argue, and align AI agents