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Intuit has lost more than 40% of its market cap since the beginning of the year. It’s not alone. Many established SaaS players have seen their stock prices fall in recent months, including Adobe and IBM — the latter experiencing its most significant one-day drop (roughly $40 billion) with Anthropic’s announcement that Claude could now …

Intuit is betting its 40 years of small business data can outlast the SaaSpocalypse Read More »

Despite political turmoil in the U.S. AI sector, in China, the AI advances are continuing apace without a hitch. Earlier today, e-commerce giant Alibaba’s Qwen Team of AI researchers, focused primarily on developing and releasing to the world a growing family of powerful and capable Qwen open source language and multimodal AI models, unveiled its …

Alibaba’s small, open source Qwen3.5-9B beats OpenAI’s gpt-oss-120B and can run on standard laptops Read More »

AI is evolving beyond a helpful tool to an autonomous agent, creating new risks for cybersecurity systems. Alignment faking is a new threat where AI essentially “lies” to developers during the training process.  Traditional cybersecurity measures are unprepared to address this new development. However, understanding the reasons behind this behavior and implementing new methods of …

When AI lies: The rise of alignment faking in autonomous systems Read More »

Most people don’t appreciate the profound threat that AI will soon pose to human agency. A common refrain is that “AI is just a tool,” and like any tool, its benefits and dangers depend on how people use it. This is old-school thinking. AI is transitioning from tools we use to prosthetics we wear. This …

What if the real risk of AI isn’t deepfakes — but daily whispers? Read More »

Most discussions about vibe coding usually position generative AI as a backup singer rather than the frontman: Helpful as a performer to jump-start ideas, sketch early code structures and explore new directions more quickly. Caution is often urged regarding its suitability for production systems where determinism, testability and operational reliability are non-negotiable.  However, my latest …

Vibe coding with overeager AI: Lessons learned from treating Google AI Studio like a teammate Read More »

The relationship between one of Silicon Valley’s most lucrative and powerful AI model makers, Anthropic, and the U.S. government reached a breaking point on Friday, February 27, 2026. President Donald J. Trump and the White House posted on social media ordering all federal agencies to immediately cease using technology from Anthropic, the maker of the …

Anthropic vs. The Pentagon: what enterprises should do Read More »

For the past year, the enterprise AI community has been locked in a debate about how much freedom to give AI agents. Too little, and you get expensive workflow automation that barely justifies the “agent” label. Too much, and you get the kind of data-wiping disasters that plagued early adopters of tools like OpenClaw. This …

Google’s Opal just quietly showed enterprise teams the new blueprint for building AI agents Read More »

The landscape of enterprise artificial intelligence shifted fundamentally today as OpenAI announced $110 billion in new funding from three of tech’s largest firms: $30 billion from SoftBank, $30 billion from Nvidia, and $50 billion from Amazon. But while the former two players are providing money, OpenAI is going further with Amazon in a new direction, …

OpenAI’s big investment from AWS comes with something else: new ‘stateful’ architecture for enterprise agents Read More »

In building LLM applications, enterprises often have to create very long system prompts to adjust the model’s behavior for their applications. These prompts contain company knowledge, preferences, and application-specific instructions. At enterprise scale, these contexts can push inference latency past acceptable thresholds and drive per-query costs up significantly.  On-Policy Context Distillation (OPCD), a new training …

Microsoft’s new AI training method eliminates bloated system prompts without sacrificing model performance Read More »

AI agents now carry more access and more connections to enterprise systems than any other software in the environment. That makes them a bigger attack surface than anything security teams have had to govern before, and the industry doesn’t yet have a framework for it. “If that attack vector gets utilized, it can result in …

Enterprise MCP adoption is outpacing security controls Read More »