Don't feel pressured to label every AI-powered enhancement as an "AI feature." For example, using AI to generate CSS for a new dark mode is simply a better way to build. The focus should be on the user benefit (dark mode), not the underlying technology, making AI an invisible, powerful tool.

OpenAI intentionally releases powerful technologies like Sora in stages, viewing it as the "GPT-3.5 moment for video." This approach avoids "dropping bombshells" and allows society to gradually understand, adapt to, and establish norms for the technology's long-term impact.

A dual-track launch strategy is most effective. Ship small, useful improvements on a weekly cadence to demonstrate momentum and reliability. For major, innovative features that represent a step-change, consolidate them into a single, high-impact 'noisy' launch to capture maximum attention.

During major internal changes (e.g., tech refactoring, price hikes), users can feel neglected. Bending Spoons found that monthly video updates for Evernote were crucial for reassuring the community, demonstrating progress, and putting a human face on the company to directly address concerns.

Google's strategy of integrating its AI, Gemini, directly into its widely-used Chrome browser gives it a massive distribution advantage over standalone tools like ChatGPT. By making AI a seamless part of the user's existing workflow, Google can make its tool the default choice, which marketers must optimize for.

The AI industry operates in a "press release economy" where mindshare is critical. Competitors strategically time major news, like Anthropic's massive valuation, to coincide with a rival's launch (Google's Gemini 3) to dilute media impact and ensure they remain part of the conversation.

In a stark contrast to Western AI labs' coordinated launches, Z.AI's operational culture prioritizes extreme speed. New models are released to the public just hours after passing internal evaluations, treating the open-source release itself as the primary marketing event, even if it creates stress for partner integrations.

As consumers become wary of "AI," the winning strategy is integrating advanced capabilities into existing products seamlessly, like Google is doing with Gemini. The "AI" branding used for fundraising and recruiting will fade from consumer-facing marketing, making the technology feel like a natural product evolution.

After facing backlash for over-promising on past releases, OpenAI has adopted a "low ball" communication strategy. The company intentionally underplayed the GPT-5.1 update to avoid being "crushed" by criticism when perceived improvements don't match the hype, letting positive user discoveries drive the narrative instead.