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Venturebeat
venturebeat. com > data > 57-of-enterprises-have-watched-ai-agents-be-confidently-wrong-the-fix-is-an-agentic-context-layer-but-who-has-one

AI agent context gap: 57% get it wrong

1+ hour, 19+ min ago  (947+ words) Credit: Image generated by Venture Beat with FLUX-2-Pro An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval…...

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Venturebeat
venturebeat. com > technology > cohere-cracks-lossless-quantization-and-native-citations-with-first-full-apache-2-0-licensed-open-model-command-a

Cohere cracks lossless quantization and native citations with first full Apache 2. 0 licensed open model Command A+

1+ mon, 2+ week ago  (1086+ words) The most significant aspect of the release is not just the model's capabilities; it is its accessibility. At the architectural level, Command A+ represents a major evolution from Cohere's previous dense models. It is a decoder-only Sparse Mixture-of-Experts (Mo E) Transformer....

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Venturebeat
venturebeat. com > orchestration > enterprise-ai-agents-keep-failing-because-they-forget-what-they-learned

Enterprise AI agents fail because they forget

1+ mon, 2+ week ago  (1233+ words) Cleo P made with Midjourney RAG architectures are good at one thing: surfacing semantically relevant documents. That's also where they stop. A framework called a decision context graph addresses that gap by giving agents structured memory, time-aware reasoning, and explicit…...

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Venturebeat
venturebeat. com > data > the-retrieval-rebuild-why-hybrid-retrieval-intent-tripled-as-enterprise-rag-programs-hit-the-scale-wall

Enterprise RAG rebuild: hybrid retrieval adoption tripled in Q1 2026

2+ mon, 1+ week ago  (733+ words) Credit: Image generated by Venture Beat with FLUX-2-Pro Something shifted in enterprise RAG in Q1 2026. VB Pulse data spanning January through March tells a consistent story: the market stopped adding retrieval layers and started fixing the ones it already has....

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Google News
venturebeat. com > technology > openais-chatgpt-images-2-0-is-here-and-it-does-multilingual-text-full-infographics-slides-maps-even-manga-seemingly-flawlessly

Google News

2+ mon, 2+ week ago  (1665+ words) It's been only a few months since Open AI released its last big improvement to AI image generations in Chat GPT and through its application programming interface (API) " namely, a new image generation model known as GPT-Image-1. 5, released in December…...

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Venturebeat
venturebeat. com > technology > three-ways-ai-is-learning-to-understand-the-physical-world

Three ways AI is learning to understand the physical world

3+ mon, 3+ week ago  (699+ words) Image credit: Venture Beat with Nano Banana Large language models are running into limits in domains that require an understanding of the physical world " from robotics to autonomous driving to manufacturing. That constraint is pushing investors toward world models, with…...

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Venturebeat
venturebeat. com > technology > alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance

Alibaba's new open source Qwen3. 5 Medium model offers near Sonnet 4. 5 performance on local computers

4+ mon, 1+ week ago  (831+ words) Credit: Venture Beat made with Google Gemini 3 Pro Image Alibaba's now famed Qwen AI development team has done it again: a little more than a day ago, they released the Qwen3. 5 Medium Model series consisting of four new large language models…...

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Venturebeat
venturebeat. com > technology > gong-launches-mission-andromeda-with-ai-sales-coaching-chatbot-and-open-mcp

Gong launches "Mission Andromeda" with AI sales coaching, chatbot and open MCP connections to rivals

4+ mon, 1+ week ago  (806+ words) Credit: Venture Beat made with Midjourney Gong, the revenue intelligence company that has spent a decade turning recorded sales calls into data, today launched what it calls Mission Andromeda " its most ambitious platform release to date, bundling a new AI-powered…...

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Venturebeat
venturebeat. com > orchestration > visual-imitation-learning-guidde-trains-ai-agents-on-human-expert-video

Visual imitation learning: Guidde trains AI agents on human 'expert video' instead of documentation

4+ mon, 1+ week ago  (790+ words) Venture Beat made with Flux 2 Pro on fal. ai For years, the "last mile" of digital transformation has been littered with forgotten PDFs and ignored training manuals." Organizations spend millions on sophisticated software like SAP or Salesforce, only for employees…...

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Venturebeat
venturebeat. com > orchestration > mits-new-fine-tuning-method-lets-llms-learn-new-skills-without-losing-old

MIT's new fine-tuning method lets LLMs learn new skills without losing old ones

4+ mon, 3+ week ago  (991+ words) Image credit: Venture Beat with Chat GPT When enterprises fine-tune LLMs for new tasks, they risk breaking everything the models already know. This forces companies to maintain separate models for every skill. Researchers at MIT, the Improbable AI Lab and…...

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