Meta’s ‘open’ AI, and a $250M deal gone very wrong

The artificial intelligence landscape shifted this week as Meta unveiled Glimmer, an open-weight AI model designed for local deployment. By allowing users to download and run the model on their own hardware, Meta is drawing a sharp line between its accessible offerings and Muse Spark, the company’s more sophisticated, high-performance model that remains strictly gated behind proprietary APIs.

This release arrived alongside a sprawling 6,500-word manifesto from CEO Mark Zuckerberg, who argues that the future of AI should be democratized—available to everyone rather than concentrated in the hands of a few elite research labs. However, as the hosts of TechCrunch’s Equity podcast explore, this vision of "open" AI is not without its caveats.

The Equity Breakdown

In the latest episode of Equity, hosts Kirsten Korosec, Anthony Ha, and Rebecca Bellan dissect the implications of the Glimmer release and Zuckerberg’s philosophical stance. Beyond the AI hype, the team navigates a dense week of headlines, ranging from the staggering energy demands of the AI sector to a high-stakes corporate acquisition that has spiraled into chaos.

Key Highlights from the Episode:

• The AI Energy Crunch: As data centers expand, the industry is grappling with massive power requirements. The discussion touches on the startups racing to stabilize the grid, including Form Energy’s $750 million raise for 100-hour battery storage, Reservoir’s $8 million bet on intelligent water heaters, and Discovered Materials’ quest for more efficient, cooler-running chips.
• Contentious Watermarks: Anthropic’s decision to implement watermarks on generated text has sparked significant backlash from users concerned about privacy and creative control.
• Aviation and Defense: The team analyzes Joby Aviation’s $500 million acquisition of a defense contractor, drawing parallels to the company’s previous deal with Blade and questioning how these moves align with the 2028 Los Angeles Olympics.
• Niche Tech: A brief look at the curious market for a $300 cocktail-making robot.

A $250 Million Collapse

Perhaps the most dramatic segment of the episode covers the implosion of a massive deal between video-clipping startup VideoVerse and sports publisher Minute Media. What was intended to be a $250 million acquisition has instead devolved into a legal nightmare.

"The deal collapsed amidst allegations of forged documentation, a web of lawsuits, and a CEO who has become effectively unreachable," the Equity team notes.

The situation serves as a stark reminder of the due diligence risks inherent in the current tech M&A climate, even when high-profile players are involved.

Stay Informed

The Equity podcast continues to be a vital resource for tracking the intersection of venture capital, emerging technology, and corporate strategy. Whether you are interested in the philosophical shift toward open-source AI or the messy realities of failed startup acquisitions, this episode provides a comprehensive look at the week’s most critical developments.

You can listen to the full episode by subscribing to Equity on Apple Podcasts, Spotify, Overcast, or wherever you get your podcasts. For real-time updates and behind-the-scenes insights, follow the team on X and Threads at @EquityPod.