Agentic Workflows

280 summarised stories about Agentic Workflows, each linking back to the original source. Browse all topics →

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OpenAI Anthropic The New Stack ChatGPT Meta Google

Tuesday, 3 February 2026

H Company's new Holo2 model takes the lead in UI Localization

Hugging Face 8 months ago 40

H Company released Holo2-235B-A22B Preview, a UI localization model that achieves 78.5% accuracy on the Screenspot-Pro benchmark and 79.0% on OSWorld G. The model reaches 70.6% accuracy in a single step but improves to 78.5% within three iterative refinement steps, representing a 10-20% relative gain across all Holo2 model sizes. The model is available on Hugging Face as a research release focused on identifying UI elements in high-resolution 4K interfaces.

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TLDRocket 26 October 2026

Anthropic’s march toward an IPO turned into the defining AI thread of the day, not because the filing was just financial theatre, but because it laid bare the mechanics of how modern model companies intend to survive both scale and scrutiny. In its SEC S-1 for a Nasdaq debut under ticker ANT, Anthropic reported $16.3 billion in first-half revenue and an $80.7 billion net loss for the six months through June 2026, alongside a compute plan that’s hard to ignore: $542 billion to $567 billion on future infrastructure, with “Anthropic Direct” data centers aimed at reducing dependence on major clouds. The strategy is tightly coupled to product, too—Claude isn’t just a chatbot, it’s being pushed deeper into enterprises via first-party apps. More than half of the company’s $100,000-per-year customers use both the Claude platform and a first-party app, and Claude Code’s top 5% of enterprise users spend about 20× more than the average.

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Agentic Workflows

Key players

Tuesday, 3 February 2026

H Company's new Holo2 model takes the lead in UI Localization

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