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AI code-testing startup Blacksmith’s valuation jumps almost 10x in less than a year
Blacksmith says revenue has grown more than tenfold over the past year.
Skan AI raises $63 million betting that watching how employees actually work is the missing layer of enterprise AI
Skan AI, a startup that builds what it calls a context graph of work by observing how employees actually perform their jobs across enterprise software, has raised $63 million in Series C funding co-led by Cathay Innovation and Dell Technologies Capital, the company announced Wednesday.Citi Ventures, Bloomberg Beta, State Farm Ventures, and Wipro Ventures also participated in the round, which brings the seven-year-old company s total funding to roughly $120 million. Alongside the raise, Skan is announcing the general availability of two new products — Skan AI Blueprint and Skan AI Agents — that, together with its existing Skan AI Intelligence offering, form a complete platform for discovering, modeling, and ultimately automating enterprise workflows.The announcement lands at a moment of deep frustration in enterprise AI. Companies have poured billions into generative AI pilots, but the results have been dismal: Gartner research cited by the company finds that only 8% of enterprises have
Why You Shouldn’t Always Trust LLMs as Judges: Understanding Bias in Automated Evaluation
In the rush to automate evaluation, from grading student code to ranking research papers, we have embraced Large Language Models as judges. They are fast. These units are cheap. They scale. However, at a workshop at DHS 2026, Bhaskarjit Sarmah made a point that stuck with me: “you can’t trust LLM as a judge. I [ ] The post Why You Shouldn t Always Trust LLMs as Judges: Understanding Bias in Automated Evaluation appeared first on Analytics Vidhya.
DAF Trucks to integrate Einride Driver to scale autonomous electric freight
Einride is integrating its self-driving software with PACCAR unit DAF Trucks and research at TNO to advance safe autonomous trucking. The post DAF Trucks to integrate Einride Driver to scale autonomous electric freight appeared first on The Robot Report.
What sort of maths are LLMs good at?
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Reservoir raises $8M to make water heaters that people — and the grid — will actually want
Reservoir has built an ultra-efficient water heater that can predict hot water demand, store energy, and detect plumbing leaks throughout a home.
Transform HR Support with Intelligent Employee Helpdesk Software
HR has shifted dramatically over the past few years.Continue reading on Medium »
A Fluent PDF Summary Isn’t Proof: Use a 60-Point Number Audit
How to check dates, units, qualifiers, and negations in ChatGPT or Gemini without grading prose by feel.Continue reading on Medium »
Beef and dairy drive 41% of biodiversity damage linked to global farmland
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Dutch Train Map Simulator
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Robotics roadmaps from around the world
What’s a robotics roadmap, and why should we care? Machines with pre-defined capabilities will soon be old-school. Future machines are expected to learn and adapt to unpredictability and to interact with the physical world with the ableness of our own bodies. Welcome to Industry 4.0 (1). The reliance of modern societies on robots, from manufacturing [ ]
AI Will Replace Coders — Or Maybe It Will Replace the Way We Think About Coding
A few years ago, the fear was simple:Continue reading on Medium »