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OpenAI launches centralized agent platform as enterprises push for multi-vendor flexibility

OpenAI launched Frontier, a platform for building and governing enterprise AI agents, as companies increasingly question whether to commit to single-vendor systems or maintain multi-model flexibility. The platform offers integrated tools for agent execution, evaluation, and governance in one place. But Frontier also reflects OpenAI’s push into enterprise AI at a moment when organizations are …

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How recruitment fraud turned cloud IAM into a $2 billion attack surface

A developer gets a LinkedIn message from a recruiter. The role looks legitimate. The coding assessment requires installing a package. That package exfiltrates all cloud credentials from the developer’s machine — GitHub personal access tokens, AWS API keys, Azure service principals and more — are exfiltrated, and the adversary is inside the cloud environment within …

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TTT-Discover optimizes GPU kernels 2x faster than human experts — by training during inference

Researchers from Stanford, Nvidia, and Together AI have developed a new technique that can discover new solutions to very complex problems. For example, they managed to optimize a critical GPU kernel to run 2x faster than the previous state-of-the-art written by human experts. Their technique, called “Test-Time Training to Discover” (TTT-Discover), challenges the current paradigm …

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OpenAI’s GPT-5.3-Codex drops as Anthropic upgrades Claude — AI coding wars heat up ahead of Super Bowl ads

OpenAI on Wednesday released GPT-5.3-Codex, which the company calls its most capable coding agent to date, in an announcement timed to land at the exact same moment Anthropic unveiled its own flagship model upgrade, Claude Opus 4.6. The synchronized launches mark the opening salvo in what industry observers are calling the AI coding wars — …

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AI for transformation: How SAP’s Joule for Consultants reimagines project delivery

Presented by SAP SAP’s AI solution, Joule, has already transformed how business users work — turning siloed data and tasks into intelligent, connected workflows. But consultants on SAP projects face a different set of needs: navigating complex implementations, evolving best practices, and the pressure to deliver faster. They need timely, expert-level guidance. They need an …

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Anthropic’s Claude Opus 4.6 brings 1M token context and ‘agent teams’ to take on OpenAI’s Codex

Anthropic on Thursday released Claude Opus 4.6, a major upgrade to its flagship artificial intelligence model that the company says plans more carefully, sustains longer autonomous workflows, and outperforms competitors including OpenAI’s GPT-5.2 on key enterprise benchmarks — a release that arrives at a tumultuous moment for the AI industry and global software markets. The …

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Beyond the lakehouse: Fundamental’s NEXUS bypasses manual ETL with a native foundation model for tabular data

The deep learning revolution has a curious blind spot: the spreadsheet. While Large Language Models (LLMs) have mastered the nuances of human prose and image generators have conquered the digital canvas, the structured, relational data that underpins the global economy — the rows and columns of ERP systems, CRMs, and financial ledgers — has so …

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Kilo CLI 1.0 brings open source vibe coding to your terminal with support for 500+ models

Remote-first AI coding startup Kilo doesn’t think software developers should have to pledge their undying allegiance to any one development environment — and certainly not any one model or harness. This week, the startup — backed by GitLab co-founder Sid Sijbrandij — unveiled Kilo CLI 1.0, a complete rebuild of its command-line tool that offers …

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Mistral drops Voxtral Transcribe 2, an open-source speech model that runs on-device for pennies

Mistral AI, the Paris-based startup positioning itself as Europe’s answer to OpenAI, released a pair of speech-to-text models on Wednesday that the company says can transcribe audio faster, more accurately, and far more cheaply than anything else on the market — all while running entirely on a smartphone or laptop. The announcement marks the latest …

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The ‘brownie recipe problem’: why LLMs must have fine-grained context to deliver real-time results

Today’s LLMs excel at reasoning, but can still struggle with context. This is particularly true in real-time ordering systems like Instacart.  Instacart CTO Anirban Kundu calls it the “brownie recipe problem.” It’s not as simple as telling an LLM ‘I want to make brownies.’ To be truly assistive when planning the meal, the model must …

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