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www.idc.com
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IDC - Agentic AI Is Breaking Your ROI Model. Here's How to Fix It
…and generate value or risk that compounds in ways traditional ROI models were never built to capture. According to IDC research, 42% of organizations worldwide already report that assessing …
about.gitlab.com
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3 best practices for building software in the era of LLMs
…he very AI that’s accelerating development cycles. Large language models (LLMs) are powerful, but only as precise as the prompts they’re given. That’s why prompt engineering is becoming a co…
laravel.com
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A better way to build MCP servers with Laravel | Laravel - The clean stack for Artisans and agents
… a stream of tokens. Most map to words or fragments of words. But models are fine-tuned to emit a few special tokens that have no textual meaning at all, and two of them mean "a tool call st…
about.gitlab.com
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How GitLab reduced code-per-agentic-flow ratio by 45%
…ging model API calls or executing function calls produced by said models, were not the right abstraction for AI engineers either, as they are more accustomed to terms like agents and agent o…
about.gitlab.com
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Security at machine speed. Control at every step.
…ry. We're entering a new era of application security. Frontier AI models are uncovering complex flaws that traditional tools overlooked, and attackers are using the same models to exploit th…
www.anthropic.com
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Anthropic's core views on AI safety \ Anthropic
…ecame clear that the amount of computation going into the largest models was growing at 10x per year (a doubling time 7 times faster than Moore’s Law). In 2019, several members of what was t…
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Harness design for long-running apps \ Anthropic
…e modes with agents executing these sorts of tasks. First is that models tend to lose coherence on lengthy tasks as the context window fills (see our post on context engineering). Some model…
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Contextual retrieval in AI systems \ Anthropic
…added to the prompt sent to the generative model. While embedding models excel at capturing semantic relationships, they can miss crucial exact matches. Fortunately, there’s an older techniq…
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Thoughts on America’s AI Action Plan \ Anthropic
…he plan’s emphasis on defending against the misuse of powerful AI models and preparing for future AI related risks is appropriate and excellent. In particular, we commend the administration’…
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Disrupting an AI-orchestrated cyber espionage campaign \ Anthropic
…tion point had been reached in cybersecurity: a point at which AI models had become genuinely useful for cybersecurity operations, both for good and for ill. This was based on systematic eva…
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