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Mistral AI on Tuesday released OCR 4, a document intelligence model that moves beyond raw text extraction to return structured representations of entire documents — complete with bounding boxes, block-type classification, and per-word confidence scores. The release marks Mistral’s fourth generation of optical character recognition technology in roughly 15 months and lands at a moment …

Mistral launches OCR 4, turning document extraction into a full enterprise AI play Read More »

Drug discovery is notoriously inefficient. Pharmaceutical projects span years, moving from one specialized human team to the next through disconnected workflows that result in knowledge loss during each handoff.  A shocking 90% to 95% of drug discovery projects reportedly fail — one of the highest failure rates of any industry. A single successful drug can …

Stanford researchers will discuss their agentic ‘scientists’ that are on course to reshape drug discovery at VB Transform 2026 Read More »

Alibaba’s Qwen team released Qwen-AgentWorld on Tuesday — two models trained not to act inside agent environments, but to predict what those environments return. The release covers seven domains under a single architecture: MCP, Search, Terminal, Software Engineering, Android, Web, and OS. The release extends Alibaba’s recent push into autonomous agents. Qwen3.7-Max, released in May, …

Alibaba’s model never trained as an agent — and improved agent performance across seven benchmarks Read More »

As enterprise AI agents take on increasingly complex, long-horizon tasks, their performance is often restricted by their harness, the software scaffolding that connects the backbone LLM to its environment.  Currently, harnesses are largely static and hand-crafted. Improving them is largely manual and they do not automatically improve based on the execution data they collect from …

Xiaomi’s HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most Read More »

The security implications of advanced AI models were immediately clear to Visa’s technology team when they began testing Anthropic’s Mythos model. Just weeks into Project Glasswing, the team observed how quickly attackers can identify and weaponize vulnerabilities in critical code bases, creating security risks, explained Rajat Taneja, Visa’s president of technology, during a call to …

Visa will offer an inside look at Project Glasswing and how the most powerful agentic models are changing enterprise security at VB Transform 2026 Read More »

AI agents are increasingly proficient at executing business tasks autonomously, but IT leaders are cautious about granting permissions to access enterprise systems.  Part of the challenge lies in how AI reliability is measured. Industry standards often rely on EVAL scores, which provide a static snapshot of performance rather than a measure of overall reliability. These …

Amazon will present its framework for engineering trustworthy AI agents at VB Transform 2026 Read More »

Shopify built an LLM proxy that gives every engineer access to multiple AI providers — with automatic failover when any one of them goes down, changes, or disappears. When Claude Fable 5 shut down, Shopify’s engineers didn’t go into panic mode. The proxy shifted them to Claude Opus or GPT 5.5 automatically, without interrupting their …

How Shopify built an AI stack that doesn’t care which models survive Read More »

Customer expectations have shifted from simple, fast conversational interactions to complex agentic AI-powered tasks that legacy IT architectures simply can’t handle.  To address this, Intuit made the bold decision to overhaul its technical infrastructure for its business platform. The company moved away from its multi-agent setup, which prioritized broad capabilities, to a granular, skill-and-tool-based architecture …

Intuit will show off how it rebuilt its AI infrastructure to support fast and complex tasks at VB Transform 2026 Read More »

OpenAI and Broadcom this morning unveiled their first custom AI accelerator chip named “Jalapeño,” positioning it is as a purpose-built processor for large language model (LLM) inference, rather than the more general GPUs offered by the likes of Nvidia or AMD. According to its creators, Jalapeño is designed to support workloads behind ChatGPT, Codex, the …

OpenAI unveils first custom AI inference chip, Jalapeño, with Broadcom — and its development was sped-up with OpenAI’s own models Read More »

While many enterprises have already begun integrating AI-generated images, visuals, graphics and videos into their production workflows — there is also a growing pool of data and subjective commentary indicating AI imagery ultimately looks non-distinct, monotonous, and too unoriginal to ensure a brand and its assets stand out from the pack. That it’s “AI slop,” …

Enterprise-grade AI image generation in 2 seconds is here: Krea 2 Raw and Turbo available as open weights under custom license Read More »