Claude Code can now spawn hundreds of AI agents from a single prompt. It writes its own orchestration script, breaks your task into subtasks, and runs them all in parallel. One developer used it to port 750,000 lines of code in 11 days. Here's how dynamic workflows actually
INNOVATION
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LFM2/2.5 architecture: convolution is almost all you need
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Oh fun! The LFM2/2.5 architecture is a joy to play with. Convolution is (almost) all you need.
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World’s first heterogeneous disaggregated inference cloud shown live at ComputeX
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The world's first heterogenous disaggregated inference cloud was just shown running live at ComputeX. VC2 — backed by a $3.5B compute commitment to SambaNova from @Vista_Equity & @cambiumcapital — brings three chips together in production for the first time:
– NVIDIA B200 GPUs -
Databricks Grounded Reasoning Cup sponsors: Anthropic, OpenAI, Google DeepMind
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Introducing the lab sponsors for the Databricks Grounded Reasoning Cup at #DataAISummit 2026: @AnthropicAI
, @OpenAI
, and @GoogleDeepMind
. Each lab is partnering with leading academic teams to build agents that tackle grounded reasoning over complex government data using the -
Scaling PEFT: Towards Million Personal Models of Trillion Parameters
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"On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters" Right now LLM personalization mostly means prompts, memory, or retrieval on top of one shared assistant. This paper instead keeps one trillion-parameter base model shared, and give each user a tiny
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AI-Enabled Cyberattacks vs. Security Community Techniques: An Analysis
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How well do the security community's techniques hold up against AI-enabled cyberattacks? We examined 832 malicious accounts and mapped their activity onto a longstanding database of tactics and techniques used by threat actors. Here's what we learned:
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Gemma 4 hits 150M+ downloads with new, powerful 12B model for local use
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Celebrating the milestone of a massive 150+ million downloads of Gemma 4 with the release of the new Gemma 4 12B model! It's incredibly powerful for such a small model and it’s tiny enough to run locally on a laptop with just 16GB VRAM. Apache 2.0 license – happy building!
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Superforecasters’ prediction matched by Claude Mythos months early
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In early May, the best superforecasters predicted that, by the end of the year, the longest METR 80% task horizons would reach 3-4 hours. In late May, Claude Mythos achieved that number.
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Scorsese’s AI storyboarding sparks Hollywood debate on tech tensions
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Martin Scorcese's AI storyboarding session with Black Forest Labs felt like a big moment for Hollywood's tense relationship with the tech. But not everyone is happy about it. Some quotes pulled by the BBC from people in the industry: "He throws every single storyboard
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Ideogram Leads Image Models in 2026
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En big 2026 sorprende sorprenderse por nuevos modelos de imágenes, pero da gusto que la gente de Ideogram siga liberando modelos cada vez más potentes
— Carlos Santana (@DotCSV) 3 juin 2026
Se coloca #5 de todos los modelos disponibles, y #1 de los modelos open source con gran diferencia del resto! https://t.co/Z3LKcKY8NSIn 2026, it's surprising to still be amazed by new image models, but it's a pleasure that the Ideogram team continues to release increasingly powerful models. It ranks #5 among all available models, and #1 among open-source models by a significant margin over the rest!