Parallel function calls are such a game changer for agent latency. The difference between sequential and parallel tool use is night and day in production.
TOOLS
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PrismML’s 1-bit Bonsai Models Achieve 10x Intelligence Density Improvement
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Pretty insane: PrismML has introduced its 1-bit Bonsai models, compressing an 8.2B-parameter LLM into just 1.15 GB while maintaining performance comparable to leading 8B models. By focusing on “intelligence density,” the company claims roughly a 10x improvement in capability per
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Managing High-Volume Post Replies with Automation
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Serious q, how are you managing replies on your posts / threads? I can’t handle the volume at all. unless it’s semi-automated, it's simply impossible.
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Intelligent Agents: Natural Language Automation Across Systems
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Enter intelligent agents (the practical layer): Ask in natural language. The agent pulls context across systems, then acts—send an alert, generate a report, flag an anomaly. Result → faster cycles, clearer visibility, and automation you can trust across existing
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Context Engineering: Organizing Unstructured Data for AI Reasoning
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What is “Context Engineering”? It’s the discipline of stitching your unstructured mess—logs, chats, docs, images—into something an AI can actually reason over. → Vector DBs + hybrid search + embeddings to retrieve by meaning, not keywords. → Decisions anchored in your data,
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Context Engineering: Why Quality Data Beats Volume for AI
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Most teams think “more data = smarter AI.” I make the opposite case: context beats volume. When LLMs are grounded in your company’s own signals—not just the internet—they deliver accurate, explainable decisions at scale. A thread on Context Engineering and why it changes
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Building Curated AI and Tech Lists for X Platform
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The secret really is the lists that took me thousands of hours to build. That's where the massive curation is: https://
x.com/scobleizer/lis
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… I have the most complete lists of AI and tech here on X. By far. Makes the API cheaper to use too. After that it was just talking to the -
Sakana Marlin: AI Assistant Conducting 8-Hour Deep Research
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We are recruiting beta testers for Sakana Marlin🎣 This is a highly capable assistant with Deep Research that investigates over 8 hours! Behind this product lies AB-MCTS, the result of pure research projects! This is a product unique to Sakana AI, where research achievements translate into actual products👏 — Sakana AI (@SakanaAILabs) 🐟Ultra Deep Research Assistant "Sakana Marlin" – Now Recruiting Beta Testers🐟 Sakana AI has developed "Sakana Marlin," our first commercial product – an autonomous AI research assistant for business powered by our proprietary agent technology. sakana.ai/marlin-beta Sakana Marlin is an autonomous research assistant based on our unique long-term reasoning technology, capable of completing advanced business research. Key Features
・When given a topic, it autonomously conducts research for nearly 8 hours
・Automatically generates detailed research documents and summary slides
・Designed to replicate professional strategic research that teams of multiple people would conduct over weeks We conceived this solution to leverage AI's full potential to enable sound judgments in complex social situations. This technology fuses insights from "AI Scientist" – the automation of scientific discovery recently published in Nature magazine – with "AB-MCTS" which enables strategic exploration. This achieves "efficient reasoning scaling" where output quality improves the longer the AI thinks. We are conducting a closed beta test targeting those working daily on advanced research: strategy and business planning departments at financial institutions and corporations, consulting firms, think tanks, and similar organizations (free during the beta period). We will continuously improve based on your feedback. ▼ Apply for Closed Beta Tester Status Here
forms.gle/MYHGP1wi2q4PHYPA7 [Translated from EN to English]→ View original post on X — @sakanaailabs, 2026-04-02 08:48 UTC
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Sakana AI Launches Marlin, AI Research Assistant for Business Beta Testing
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New Ultra Deep Research Assistant Marlin @SakanaAILabs 🐠 Pushing the limits of test-time scaling for automating business-oriented research. It builds on top of AB-MCTS and The AI Scientist! Very excited to see agents scale to real-world applications and long-running workloads. Sign up for beta testing. — 🐟Ultra Deep Research Assistant "Sakana Marlin" – Beta Testers Wanted 🐟 Sakana AI has developed "Sakana Marlin," an AI research assistant for business use powered by proprietary agent technology, as our first commercial product. sakana.ai/marlin-beta Sakana Marlin is an autonomous research assistant based on our proprietary long-horizon reasoning technology for conducting advanced business research. Key Features
・ Conducts autonomous research for nearly 8 hours given a theme
・ Automatically generates detailed research documents and summary slides
・ Designed for professional strategic research that typically takes teams of multiple people several weeks We conceived this solution to maximize AI's potential for making high-quality decisions amid complex global circumstances. This technology fuses insights from "AI Scientist" (automated scientific discovery published in Nature magazine) with "AB-MCTS" (strategic exploration). It realizes "efficient inference scaling" where output quality improves with more reasoning time. Closed Beta Testing
Targeted at professionals in financial institutions, corporations' strategic planning/business development divisions, consulting firms, think tanks, and similar organizations engaged in advanced research daily (free during the beta period). We will continuously improve based on your feedback. ▼ Apply for Closed Beta Testing
forms.gle/MYHGP1wi2q4PHYPA7 [Translated from EN to English]→ View original post on X — @sakanaailabs, 2026-04-02 08:38 UTC
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Claude setup-token command lacks revocation API documentation
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Claude code has this command, 'claude setup-token', that takes no arguments. It prints an oauth token with 1 year expiry to your terminal in coloured text. There is no command or publicly documented API to revoke this token, you can only do that from the web. Wtf?