Branch Specialization

This article is part of the Circuits thread, an experimental format collecting invited short articles and critical commentary delving into the inner workings of neural networks. Visualizing Weights Weight Banding Introduction If we think of interpretability as a kind of “anatomy of neural networks,” most of the circuits thread has involved studying tiny little veins […]

21 mins read

Justin Sun calls JST a ‘next 100x token’ amid growth of TRON’s DeFi ecosystem

TRON founder and prominent crypto industry figure Justin Sun has taken to the social media platform X to make optimistic claims about the future of JST (JUST), the governance token of the Just ecosystem. In a recent post, Sun declared that JST has undergone a “complete fundamental reversal,” and suggested it could become the “next […]

2 mins read

How should Stripe deprecate APIs? (~2016)

While Stripe is a widely admired company for things like its creation of the Sorbet typer project, I personally think that Stripe’s most interesting strategy work is also among its most subtle: its willingness to significantly prioritize API stability. This strategy is almost invisible externally. Internally, discussions around it were frequent and detailed, but mostly […]

6 mins read

Will Starlink and other sat companies eventually rival cell carriers?

Andrew Grush / Android Authority Starlink has truly opened our eyes to the power of satellite technology, delivering speeds that rival cable internet in areas previously lacking high-speed options. But Starlink isn’t just about traditional internet use. Earlier this year, T-Mobile and Starlink introduced emergency satellite-to-cell features, including full texting, to mobile phone users for […]

14 mins read

A Once-in-a-Decade Investment Opportunity: 1 Brilliant AI Stock Down 23% to Buy Before It Soars, According to Wall Street

Andy Jassy, CEO of Amazon (AMZN 1.35%), recently told analysts artificial intelligence (AI) was “probably the biggest technology shift and opportunity in the business since the internet.” That alone puts investors in front of a significant opportunity. However, Amazon stock has declined 23% from its record high, pulling the price-to-earnings ratio down to its cheapest […]

4 mins read

If the Stock Market is Making You Uncomfortable

Most Advisors’ Client Decks Are a Mess. We Fixed It. Unlock 100+ daily-updating charts, 10 pre-built deck templates, and expert talking points — all fully branded to your firm. Upload your logo, headshot, color palette, compliance language, and you’re in. Financial advisors: the days of stealing outdated, misbranded charts are over. It was another ugly […]

3 mins read

Weight Banding

This article is part of the Circuits thread, an experimental format collecting invited short articles and critical commentary delving into the inner workings of neural networks. Branch Specialization Introduction Open up any ImageNet conv net and look at the weights in the last layer. You’ll find a uniform spatial pattern to them, dramatically unlike anything […]

17 mins read