Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Read by thought-leaders and decision-makers around the world. Phone Number: +1-650-246-9381 Email: pub@towardsai.net
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Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Founders: Roberto Iriondo, , Job Title: Co-founder and Advisor Works for: Towards AI, Inc. Follow Roberto: X, LinkedIn, GitHub, Google Scholar, Towards AI Profile, Medium, ML@CMU, FreeCodeCamp, Crunchbase, Bloomberg, Roberto Iriondo, Generative AI Lab, Generative AI Lab VeloxTrend Ultrarix Capital Partners Denis Piffaretti, Job Title: Co-founder Works for: Towards AI, Inc. Louie Peters, Job Title: Co-founder Works for: Towards AI, Inc. Louis-François Bouchard, Job Title: Co-founder Works for: Towards AI, Inc. Cover:
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Your Test Suite Doesn’t Need a Frontier Model. It Needs a Cheap One That’s Fast.
Latest  Machine Learning

Your Test Suite Doesn’t Need a Frontier Model. It Needs a Cheap One That’s Fast.

Shoaib Ahmed Quraishi
13 likes
August 23, 2026

Author(s): Shoaib Ahmed Quraishi Originally published on Towards AI. The QA model-routing problem: why the best AI model isn’t always the right model — and how to route testing work by reasoning complexity, cost, and failure risk. Imagine a regression pipeline finishes …

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The AI Stopped Hackers. It Couldn’t Handle O’Brien.
Latest  Machine Learning

The AI Stopped Hackers. It Couldn’t Handle O’Brien.

Shoaib Ahmed Quraishi
23 likes
July 19, 2026

Author(s): Shoaib Ahmed Quraishi Originally published on Towards AI. The AI Stopped Hackers. It Couldn’t Handle O’Brien. An AI system correctly blocked a deliberate SQL injection attack — and then broke on someone named O’Brien. After running a local LLM evaluation suite …

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