Deconvolution and Checkerboard Artifacts

When we look very closely at images generated by neural networks, we often see a strange checkerboard pattern of artifacts. It’s more obvious in some cases than others, but a large fraction of recent models exhibit this behavior. Mysteriously, the checkerboard pattern tends to be most prominent in images with strong colors. What’s going on? […]

18 mins read

Housing Market Declines 2025: Cities Facing Price Drops

Major Metro Areas Expected to Decline While smaller cities show the sharpest drops, Zillow also projects declines in several large metro areas: New Orleans, Louisiana – -7.2% Impacted by skyrocketing insurance premiums along the Gulf Coast. Tourism declines and urban vacancy are also contributing factors. San Francisco, California – -6.1% Home prices surged beyond local […]

2 mins read

The new frontier: Meet the power players cashing in on the AI gold rush

If there is one unifying theme across the entire AI industry over the past year, it has been staggering, unprecedented investment. Hundreds of billions of dollars have poured into companies the world over, promising enormous innovation and profit-making opportunities in equal measure. Governments and private enterprises have scrambled to keep pace with its rapid evolution, […]

12 mins read

Crypto funding falls 30% in August despite strong quarterly performance

Crypto protocols raised $1.9 billion in August, down 30% from July’s $2.67 billion, according to DefiLlama data. Despite the monthly drop, August numbers for raises from venture capital funds align with the numbers recorded in July, with $600 million captured from PUMP’s public sale last month. DeFi protocols dominated August funding with multiple major raises, […]

2 mins read

The best drone for 2025

Whether you’re chasing cinematic landscapes or just want to snap the ultimate selfie from above, finding the best drone comes down to knowing what kind of flying experience you’re after. From compact foldable options you can slip into a backpack to advanced models that shoot silky-smooth 4K footage, today’s drones come packed with features that […]

17 mins read

The Vibes are Broken – A Wealth of Common Sense

The Wall Street Journal says the middle class is getting pessimistic about the economy: The middle class–generally considered to include households making roughly $53,000 to $161,000 a year–is playing an outsize role in that waning optimism. After months of tracking high-income earners’ increasing confidence about the economy, households making between $50,000 and $100,000 made an […]

5 mins read

Research Debt

Achieving a research-level understanding of most topics is like climbing a mountain. Aspiring researchers must struggle to understand vast bodies of work that came before them, to learn techniques, and to gain intuition. Upon reaching the top, the new researcher begins doing novel work, throwing new stones onto the top of the mountain and making […]

17 mins read

Light Pollution From Elon Musk’s Starlink Continues To Harm Astronomy

from the who-needs-to-see-the-big-dipper-anyway dept For years, scientific researchers have warned that Elon Musk’s Starlink low Earth orbit (LEO) satellite broadband constellations are harming scientific research. Simply put, the light pollution Musk claimed would never happen in the first place is making it far more difficult to study the night sky, a problem researchers say can be mitigated somewhat but […]

2 mins read