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Is your team using generative AI to enhance code quality, expedite delivery, and reduce time spent per sprint? Or are you still in the experimentation and exploration phase? Wherever you are on this journey, you can’t deny the fact that Gen AI is increasingly changing our reality today. It’s…
Can we render long texts as images and use a VLM to achieve 3–4× token compression, preserving accuracy while scaling a 128K context toward 1M-token workloads? A team of researchers from Zhipu AI release Glyph, an AI framework for scaling the context length through visual-text compression. It renders long textual sequences into images and processes…
Mathematics is the foundational language of the universe, providing the tools to describe everything from the laws of physics to the intricacies of biology and the logic of computer science. For centuries, its frontiers have been expanded by human ingenuity alone. At Google DeepMind, we believe AI can serve as a powerful tool to collaborate…
Modern progress runs on information. Every business, no matter the size or industry, depends on the constant movement of data to function, serve customers, and grow. The more digital the world becomes, the more vital it is to protect that information. Data security defines a company’s reputation, reliability, and resilience.
“ Protecting data means…
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# Introduction
Agentic AI is becoming super popular and relevant across industries. But it also represents a fundamental shift in how we build intelligent systems: agentic AI systems that break down complex goals, decide which tools to use, execute multi-step plans, and adapt when things go wrong.
When building such…
A team of Salesforce AI researchers introduced WALT (Web Agents that Learn Tools), a framework that reverse-engineers latent website functionality into reusable invocable tools. It reframes browser automation around callable tools rather than long chains of clicks. Agents then call operations such as search, filter, sort, post_comment, and create_listing. This reduces dependence on large language…
Five months ago, we introduced Flow, our AI filmmaking tool powered by Veo, and have been inspired by the creativity it has sparked with over 275 million videos generated in Flow
. We're always listening to your feedback, and we've heard that you want more artistic control within Flow, with increased support for audio across all…
Artificial intelligence (AI) is exploding. There were 5,509 AI startups in the US between 2013 and 2023. And according to Statista, they’re receiving a massive amount of funding.
“ In 2024, AI startups received more than $0.5 trillion and raised over $100 billion. “
In 2024, AI startups received more than $0.5…
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# Introduction
While groupby().sum() and groupby().mean() are fine for quick checks, production-level metrics require more robust solutions. Real-world tables often involve multiple keys, time-series data, weights, and various conditions like promotions, returns, or outliers.
This means you frequently need to compute totals and rates, rank items within each segment, roll…
We gave our new C2S-Scale 27B model a task: Find a drug that acts as a conditional amplifier, one that would boost the immune signal only in a specific “immune-context-positive” environment where low levels of interferon (a key immune-signaling protein) were already present, but inadequate to induce antigen presentation on their own. This required a…