Embedded Software Developer

ModelCat AI partners with Alif Semiconductor to deliver rapid ML model onboarding to customers. The partnership slashes model onboarding time to under 30 days, offering Alif customers a "cursor-like" experience for building and deploying Edge AI models. SUNNYVALE, Calif., Jan. 6, 2026 (PRNewswire) - ModelCat AI, the creator of the world's first fully autonomous AI model builder, today announced a strategic partnership with Alif Semiconductor, a global leader in power-efficient, AI-enabled embedded controllers. This collaboration introduces a turnkey solution that allows developers to build, optimize, and deploy AI models onto Alif's Ensemble(TM) family of microcontrollers (MCUs) in record time. For semiconductor manufacturers, the "last mile" of AI deployment - getting a customer's unique AI model to run efficiently on their specific silicon has historically been a slow, high-friction process. This partnership addresses this painful situation by giving Alif customers access to ModelCat's single step model build process, to generate custom AI models fully optimized for Alif's Ensemble processors. Bringing the "Cursor Experience" to Edge AI ModelCat is bringing the agentic, autonomous coding experience popularized by tools like Cursor, Lovable, and Claude Code to the complex world of model development for EdgeAI. Rather than manually tuning weights or wrestling with compilers, developers can now rely on ModelCat to architect and optimize custom models for Alif's unique hardware architecture including multiple neural processing units (NPUs). "We are seeing a massive bottleneck where hardware capabilities are outpacing the software tools required to use them," said Evan Petridis, CEO of ModelCat AI. "Our goal was to give Alif a turnkey solution they could hand to their customers immediately. ModelCat isn't just another development tool; we are an autonomous builder that handles the heavy lifting, allowing chip manufacturers like Alif to focus on selling silicon rather than debugging customer AI models." Accelerating Customer Adoption For Alif Semiconductor, this partnership is a direct driver of business growth. By offering ModelCat as a preferred solution, Alif expects to significantly reduce the time-to-market for their customers, allowing them to accelerate design-ins and onboard customers with minimal engineering friction. "Working with the ModelCat team has been a breath of fresh air. They were incredibly supportive and integrated our chip in record time," said Mark Rootz, Vice President of Marketing at Alif Semiconductor. "Finally, we have a solution that just works. We can now offer our customers a seamless, automated path from concept to deployment. We expect this to be a major catalyst in helping us close more deals and getting our chips into products faster." ModelCat successfully onboarded Alif's Ensemble(TM) chip architecture in less than 30 days, a rapid process made possible by ModelCat's AI Powered chip-profiling technology. Key highlights of the partnership: * Fastest time to value: ModelCat applies fully autonomous agents to solve complex quantization and compilation challenges without human intervention. * Turnkey Customer Experience: Alif customers can now move from raw data to a hardware-ready model automatically. * Fully Custom Models: Alif customers no longer need to spend time tinkering with foundational models to only wind up with ineffective solutions. The ModelCat solution for Alif Semiconductor is available immediately. For more information, visit modelcat.ai. About ModelCat AI. ModelCat AI is the first autonomous model builder for the enterprise. By automating the end-to-end design and deployment of neural networks, ModelCat enables hardware manufacturers and enterprises to incorporate AI solutions faster and easier than ever before. Media Contact: Jon Gettinger [email protected] https://modelcat.ai

Alif Semiconductor unveiled the Ensemble E4, E6, and E8 dual-core Cortex-M85 Edge AI microcontrollers and fusion processors, all equipped with Arm Ethos-U85 with the ability to run small language models (SLM) on-device while consuming just 36mW of power on the E4 SKU.

by Max MaxfieldI’m sure I’ve asked you this before, but have you ever read Dirk Gently’s Holistic Detective Agency by the late, great Douglas Adams? If so, I’m sure you’ll agree that it’s hard to beat the author’s own description of this tale as a “thumping good detective-ghost-horror-whodunnit-timetravel-romantic-musical-comedy-epic.”This was followed by The Long Dark Tea-Time of the Soul. There was supposed to be a third novel in the series—The Salmon of Doubt—but, sadly, Douglas passed away before completing it.Dirk is a detective. His real name is Svlad Cjelli. He changed it because he felt this name didn’t inspire much confidence for someone trying to run a detective agency. He picked “Dirk” (where a “dirk” is a type of dagger) to sound forceful or authoritative, perhaps even a bit threatening or mysterious, but then added “Gently” to soften the blow (no pun intended) and make him seem more approachable.The guiding principle underlying Dirk’s detective methods is his unfailing belief in “the fundamental interconnectedness of all things.” Based on this belief, instead of looking for direct evidence or following traditional leads, Dirk believes that everything in the universe is linked, so any clue, no matter how trivial or bizarre, could ultimately be relevant.Thus, rather than following a neat logical trail, Dirk’s investigations often involve wild tangents—like time travel, ghosts, poetry, or an Electric Monk riding a horse through a bathroom. At its heart, the concept is both a satire of causality and a whimsical nod to chaos theory: small events can have enormous consequences, and you can’t always predict which ones will matter