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Hiring specialists made sense before AI — now generalists win

Tony Stoyanov is CTO and co-founder of EliseAI In the 2010s, tech companies chased staff-level specialists: Backend engineers, data scientists, system architects. That model worked when technology evolved slowly. Specialists knew their craft, could deliver quickly and built careers on predictable foundations like cloud infrastructure or the latest JS framework Then AI went mainstream. The …

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Google releases FunctionGemma: a tiny edge model that can control mobile devices with natural language

While Gemini 3 is still making waves, Google’s not taking the foot off the gas in terms of releasing new models. Yesterday, the company released FunctionGemma, a specialized 270-million parameter AI model designed to solve one of the most persistent bottlenecks in modern application development: reliability at the edge. Unlike general-purpose chatbots, FunctionGemma is engineered …

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Even Google and Replit struggle to deploy AI agents reliably — here’s why

2025 was supposed to be the year of the AI agent, right?  Not quite, acknowledge Google Cloud and Replit — two big players in the AI agent space and partners in the “vibe coding” movement — at a recent VB Impact Series event. Even as they build out agentic tools themselves, leaders from the two …

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Enterprise AI coding grows teeth: GPT‑5.2‑Codex weaves security into large-scale software refactors

With the recent release of GPT 5.2, OpenAI updated other related models, including its popular coding model Codex, bringing more agentic use cases to its fold.  GPT-5.2-Codex, which OpenAI called in a blog post “the most advanced agentic coding model yet for complex, real-world software engineer,” has been optimized for long-horizon work with agents and …

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Palona goes vertical, launching Vision, Workflow features: 4 key lessons for AI builders

Building an enterprise AI company on a “foundation of shifting sand” is the central challenge for founders today, according to the leadership at Palona AI. Today, the Palo Alto-based startup—led by former Google and Meta engineering veterans—is making a decisive vertical push into the restaurant and hospitality space with today’s launch of Palona Vision and …

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OpenAI now accepting ChatGPT app submissions from third-party devs, launches App Directory

OpenAI has begun accepting submissions from third-party developers for their apps to be accessible directly in ChatGPT, and has launched a new App Directory (don’t call it a “store”!) that can be opened from the ChatGPT sidebar and at the URL chatgpt.com/apps. This means the 800 million+ users of OpenAI’s hit chatbot can search for, …

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Anthropic launches enterprise ‘Agent Skills’ and opens the standard, challenging OpenAI in workplace AI

Anthropic said on Wednesday it would release its Agent Skills technology as an open standard, a strategic bet that sharing its approach to making AI assistants more capable will cement the company’s position in the fast-evolving enterprise software market. The San Francisco-based artificial intelligence company also unveiled organization-wide management tools for enterprise customers and a …

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Gemini 3 Flash arrives with reduced costs and latency — a powerful combo for enterprises

Enterprises can now harness the power of a large language model that’s near that of the state-of-the-art Google’s Gemini 3 Pro, but at a fraction of the cost and with increased speed, thanks to the newly released Gemini 3 Flash. The model joins the flagship Gemini 3 Pro, Gemini 3 Deep Think, and Gemini Agent, …

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Agentic design patterns: The missing link between AI demos and enterprise value

The enterprise AI market is currently nursing a massive hangover. For the past two years, decision-makers have been inundated with demos of autonomous agents booking flights, writing code, and analyzing data. Yet, the reality on the ground is starkly different. While experimentation is at an all-time high, deployment of reliable, autonomous agents in production remains …

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JP Morgan’s AI adoption hit 50% of employees. The secret? A connectivity-first architecture

When Derek Waldron and his technical team at JPMorgan Chase first launched an LLM suite with personal assistants two-and-a-half years ago, they weren’t sure what to expect. That wasn’t long after the game-changing emergence of ChatGPT, but in enterprise, skepticism was still high.  Surprisingly, employees opted into the internal platform organically — and quickly. Within …

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