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Why SAP says enterprise AI agents need knowledge graphs and governance
Presented by SAP At VB Transform 2026, Max McPhee, senior solution advisor at SAP, spoke with Rob Stretchay, lead analyst at VentureBeat Research, about what it takes for enterprises to move beyond chatbots to autonomous AI agents that can execute real business processes. He argued that the difference comes down to grounding those agents in a company’s own context rather than general knowledge.https://www.youtube.com/watch?v=SRf9t-wSZSo Where we re starting to see more emergent behavior of it feeling like a coworker rather than an assistant, is where we re able to provide context on the actual enterprise rather than being able to use more of the standard knowledge, McPhee said.That s the gap that still separates most enterprise chat software from genuinely agentic systems.Building enterprise context with knowledge graphsThe same principles companies use to onboard new employees also apply to agents, adapted for software that retrieves information differently than humans do. When you ar
The Next Great Enterprise Advantage May Be the Ability to Change Direction
In a world where technology, markets, and geopolitics shift rapidly, the companies that win may not be the ones most committed to a single Continue reading on Medium »
Clinical AI Is Tested Constantly…But Is It Actually Validated?
Clinical AI is being tested more than ever. The problem is that we are often testing the wrong things.Continue reading on Medium »
The Most Beautiful Statistic: The History and the Science of the Humble Mean
The mean keeps making its usefulness felt in all sorts of situations, often in truly non-obvious ways The post The Most Beautiful Statistic: The History and the Science of the Humble Mean appeared first on Towards Data Science.
Snapchat now lets you share what you’re listening to in real time
Starting with Spotify, Snapchat users will be able to link their accounts, choose who can see their listening activity, and see what their friends are listening to in real time.
Enigma raises $70M to make controlling a robot as easy as adjusting the volume
The massive seed round was led by Index Ventures and Ribbit Capital, with participation from Sarah Guo's Conviction Partners.
Truth is not a direction: a Tarski attack on LLM probes
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AI companies are shredding rare books
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Claude Opus 5: Near-Frontier Intelligence, On a Dial
Anthropic has released Claude Opus 5. The fourth model in two months, if you are keeping count. Most people are not. This one matters more than the count suggests. Opus is the workhorse tier, the model that does the actual paid work, and it just got a step change rather than a bump. Anthropic s own [ ] The post Claude Opus 5: Near-Frontier Intelligence, On a Dial appeared first on Analytics Vidhya.
Nvidia, Microsoft launch open AI security alliance — without OpenAI, Google, or Anthropic
Nvidia on Monday said it is joining forces with Microsoft, SpaceX, IBM, and other tech companies to build and share open-source AI security tools. The new Open Secure AI Alliance said open tools are required to effectively defend against attacks from frontier models. The initiative is a direct response to mounting concerns over the safety of advanced AI systems after a rogue OpenAI model escaped containment and attacked another company during testing. That company, Hugging Face, said it was forced to use a Chinese open-weight model to defend itself due to the strict safety guardrails limiting the usefulness of top US models. Founding memb … Read the full story at The Verge.
With smart glasses, Meta holds all the cards but fails to play them well
We’re leaning in with the playing card metaphor. Across New York City, London, and Washington, DC, ads for Meta's smart glasses have been plastered over with satirical posters from activist groups. One guerrilla ad calls these "the biggest advancement in pervert technology since the trenchcoat." Another transposes the words "mass surveillance predator glasses" over influencer Kylie Jenner's face, calling her out for partnering with the company as a glasses ambassador. The message of these ads is clear. These glasses may violate your privacy - and would you trust Meta? Meta seems spooked. For so long, the company's privacy efforts for smart glasses have essentially relied on a single LE … Read the full story at The Verge.
How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook
A practical reproduction of three retrieval baselines, including the crashes, fixes, and score checks that matter for RAG systems. The post How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook appeared first on Towards Data Science.