Tech

AI in Placemaking: How ERA-co is Using Smarter Data to Build Better Cities

Published

3 days ago

September 23, 2025

ERA-co is exploring new ways to apply AI in urban design, utilizing data-driven tools to support more thoughtful and responsive placemaking. Rather than replacing human insight, the firm sees artificial intelligence as a partner — one that can enhance how designers understand and shape the spaces where people live, move, and connect.

This approach isn’t about flashy tech or fully automated cities. It’s about asking better questions, revealing patterns we might otherwise miss, and using that knowledge to make decisions rooted in real-world behavior. For ERA-co, AI becomes most valuable when it helps clarify how a city works, layer by layer, so design teams can create places that are not only efficient but also livable and meaningful.

Understanding complexity before optimization

Before talking about smart tools or predictions, ERA-co begins with a foundational question: “What kind of problem is a city?” Nicolas Palominos, Head of Urban Design and Strategy R&D at ERA-co, references the work of Jane Jacobs to frame this.

“As Jacobs reminds us, cities exhibit complex system behavior, where multiple elements vary simultaneously, in subtle interconnected ways,” Palominos explains. “AI can augment our understanding of these parameters to design better places with optimized social benefit.”

According to Palominos, that kind of social benefit can take many forms. It might involve modeling a housing system that supports proximity-based living, such as the concept of the “15-minute city,” or applying predictive analytics to anticipate and respond to events like floods, heatwaves, or infrastructure failures.

ERA-co doesn’t use AI to chase efficiency for its own sake. Instead, the firm uses it to gain a more comprehensive understanding and a clearer picture of a place’s behavior.

Data that matches people, not just places

Not all data is created equal. When it comes to placemaking, ERA-co prioritizes what Palominos calls “spatial and temporal granularity,” which entails not only examining how a space functions on a map but also understanding how people interact with it over time — from hour to hour, and season to season.

“The most valuable data are those with the greatest spatial and temporal granularity for observing people and urban environments,” Palominos says. “Video footage, mobile data, street view imagery, and satellite imagery enable a deeper understanding of how different groups of people perceive and use public space.”

One recent ERA-co proof-of-concept used AI to assess how people visually perceive streetscapes, analyzing elements like enclosure, complexity, and human scale. These insights informed more nuanced design strategies that align with local behaviors, not just abstract zoning plans.

This level of detail matters because even small design shifts can have ripple effects on how people move, feel, and gather. With AI, ERA-co isn’t just tracking patterns but learning from them.

ERA-co’s AI mobility work: Subtle shifts, broader benefits

Some of the clearest applications of AI can be seen in mobility — how people and goods move through cities. It’s here that ERA-co sees measurable gains in both function and experience.

“AI-driven fleet optimization balances supply and demand in bus services and bike-share systems,” Palominos says. “On the consumer side, it streamlines courier and delivery services through route optimization.”

These systems don’t operate in isolation. When they’re better coordinated, they can relieve pressure on road networks, reduce congestion, and lower energy use. But what makes ERA-co’s approach different is that it doesn’t stop at logistics. It examines how those systems impact the daily lives of people who live in and move through a place.

The limits of AI and the role of design judgment

As much as AI can help us see more, ERA-co is careful not to let it make the final call. Cities are more than just systems — they’re layered with memory, identity, and human connection. And not everything meaningful can be measured.

“There have been cases where AI insights pointed us in one direction, but human judgment and cultural understanding led us another way,” Palominos notes.

Sometimes a place functions well on paper, but feels hollow in practice. Other times, a community gathering space might disrupt traffic flow, yet provide invaluable support for social well-being.

This is where design intuition becomes critical. ERA-co uses AI to inform, not dictate, the design process.

Planning for a future in flux

Looking ahead, ERA-co sees AI playing a growing role in helping cities adapt — not just to top physical threats like climate change, but also to slower, less visible shifts in how people live and connect.

“AI will amplify our understanding of how cities function through enhanced spatial representation and analysis, informing better human decision-making,” Palominos says. He references recent findings (like an MIT study showing people walk faster and linger less in public spaces) as examples of trends that would have been hard to anticipate without AI.

Still, the goal isn’t to automate responses to those behaviors. It’s using those insights to reimagine what kinds of public spaces people may need in the future, especially as patterns of connection and isolation shift.

Tech

Future Unfolding: Your Guide to the Hottest Upcoming Solana Projects

Published

2 months ago

July 19, 2025

Jonathan Grilli

If you’ve been peeking into the world of blockchain lately, you’ve probably heard whispers about some exciting upcoming Solana projects. And no, this isn’t just the usual crypto chatter. Solana’s unique combination of speed, scalability, and low fees has been turning heads in all the right ways. Now, a fresh wave of developers is flocking to the ecosystem—and what they’re building could shake up the whole game.

Whether you’re a casual investor, a tech-savvy early adopter, or just crypto-curious, knowing what’s around the corner can give you a serious edge. So grab a coffee, pull up a chair, and let’s take a closer look at where Solana is headed—and which projects might just become the next big thing.

Why Solana, and Why Now?

Let’s face it: not all chains are created equal. While Ethereum paved the way, and Bitcoin proved the concept, Solana showed up to prove that blockchains could be fast—really fast—without costing an arm and a leg to use. With transaction speeds clocking in at 65,000 per second (yep, you read that right) and fees that cost less than a penny, it’s no wonder developers are pouring in.

More importantly, Solana’s infrastructure opens up real creative freedom. Think dynamic NFTs, high-performance games, instant DeFi transactions, and next-gen social platforms. It’s like going from dial-up to fiber optic. And when does that kind of power meet an ambitious dev community? Sparks fly.

The Landscape: What’s Already Built

Before we dive into what’s coming, let’s talk briefly about what’s already here. Solana is no stranger to heavy hitters. Projects like:

Phantom (one of the smoothest crypto wallets out there)
Magic Eden (a major NFT marketplace)
Serum (a decentralized exchange engine)

…have already helped solidify Solana as a serious player in the Web3 world. But even more exciting is what hasn’t launched yet—the next wave of innovation that’s currently under wraps, in beta, or being whispered about in dev channels and alpha groups.

Categories to Watch

Let’s break this down a bit. These upcoming projects aren’t just NFTs or DeFi. They span several categories, and each one is pushing boundaries in its own way.

1. Gaming on Solana

Blockchain gaming is no joke anymore. We’re talking full-blown metaverses, player-owned economies, and real-time experiences that don’t feel like retro arcade games.

Projects like Aurory and Star Atlas are leading the charge, but newer games like Eizper Chain and Synergy Land are gaining steam. They aim to blend AAA-style graphics with actual on-chain mechanics, where players earn, trade, and even govern the game’s economy. Imagine a gaming world where your loot actually means something.

2. Next-Gen DeFi Platforms

Solana’s speed is a dream for decentralized finance. It eliminates lag and lowers gas costs, making it more attractive for traders and builders alike.

Keep your eye on platforms like Zeta Markets (for options trading), Mango Markets V4 (the next iteration of Solana’s leveraged trading platform), and Drift Protocol, which is all about smart margin trading. These platforms are redesigning financial systems—not just copying them.

3. Social and Creator Economies

You know how creators are always looking for ways to monetize without getting gouged by middlemen? Solana’s low-fee, high-throughput nature makes it perfect for social and creator platforms.

Projects like Grape Protocol, Only1, and Dialect are cooking up decentralized alternatives to Instagram, Patreon, and WhatsApp. Instead of centralized platforms owning your audience, you do. Finally, some freedom in the feed.

4. Infrastructure and Tools

Not every exciting project is consumer-facing. Some of the most powerful tools are being built quietly in the background.

Look out for GenesysGo, Helius, and SolanaFM—they’re building things like RPC networks, data explorers, and indexing solutions that help the entire ecosystem run smoother. It’s like paving roads before the cars show up.

How to Spot a Winner

Okay, so you’re excited. But how do you separate future stars from vaporware?

Check the Team

Do they have experience? Are they doxxed? Are they shipping updates consistently? A solid team isn’t shy about transparency.

Look at the Community

Great projects build great tribes. Join their Discord. Scroll through their Twitter. Are people engaged, or is it just hype?

Watch for Utility

Does this project solve an actual problem or improve something that already exists? If it’s just a reskinned NFT mint or copy-paste DeFi fork, maybe move along.

Follow the Builders

Founders often share sneak peeks, updates, and philosophies that give you insight into where a project is heading. Social platforms like X, Farcaster, and even dev blogs can be surprisingly revealing.

How to Stay in the Loop

Alpha doesn’t wait for newsletters. If you want to stay ahead, plug into:

Solana Hacker Houses and hackathons (they often preview upcoming talent)
Podcasts like Solana Breakpoint or Lightspeed
Research-focused Discord servers and Telegram groups
GitHub activity and dev toolkits

This stuff moves fast, but not without leaving clues. Pay attention to who’s building, not just who’s trending.

Final Thoughts: Don’t Chase, Anticipate

When everyone talked about it, the train had probably left the station. The trick with upcoming Solana projects is to think like a scout, not a fan. You want to spot the early signals, the creative builders, and the untapped problems being solved in clever ways.

Solana’s ecosystem isn’t just expanding—it’s evolving. As more serious capital, creators, and developers enter the space, the opportunities multiply. Stay sharp, do your homework, and remember: the best projects often start quietly.

In a world full of copycats, bet on the originals. That’s where tomorrow’s magic lives.