In 2025, real-world asset tokenization amounted to $35.68 billion, with the Q3 tokenization being over 30 billion (around 10 times as much as in 2022). Standard Chartered forecasts that the market will reach $2 trillion by 2028, a 5600 percent growth. However, the number of RWA protocol exploits was also more than twice as high … Read more
If you’ve ever had to dig through a 500-page PDF manual to find a single error code, you know the pain. In the enterprise world, knowledge is often trapped in static documents like user manuals, lengthy E-books, or legacy incident logs. The “Ctrl+F” approach doesn’t cut it anymore. We need systems that don’t just search … Read more
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Regulators launch probe months after Italy’s central bank warned that crypto’s mainstream integration poses systemic financial dangers.
Artificial intelligence has taken over customer communication faster than anyone could have imagined, and for a while, that seemed like a good thing. Chatbots answered instantly, virtual assistants worked around the clock, and support teams could finally breathe again. Businesses cheered for efficiency. Customers, not so much. Lately, though, the AI movement feels more like … Read more
I was working on a FastAPI application and wanted to dockerize for development, you know the usual, Dockerfile, Docker compose and the lot. It was meant to be a straightforward process until I ran my alembic migration command and I realized I didn’t see the version of the alembic migration in my local directory. The … Read more
Recently, I decided to build a classic AI agent for ordering pizza. The goal was simple: ask for the pizza type, ask for toppings, confirm the order, and save it. I used the standard stack: LangChain, LangGraph, and SQLite. n Here is what my first version looked like: import sqlite3 from langchain_core.tools import tool from … Read more
FINRA found the number of people invested in crypto was steady from 2021 to 2024, but fewer were considering either buying more or investing for the first time.
Energy availability, not compute, will define AI competitive advantage by 2028.
Digital privacy is a hot topic in the emerging Web3 world. As governments worldwide demand more backdoors to encrypted messengers, users seek refuge in new apps that respect their right to a private digital footprint. Secure Legion is one such app aiming to become the world’s first completely metadata-free messaging application. Globally popular messengers like … Read more
On March 14, 2024, a Series B logistics platform discovered something that kept its CISO awake for three consecutive nights. Their AI-driven security orchestration tool had been auto-resolving alerts for 23 days straight—categorizing a persistent lateral movement pattern as “routine administrative behavior.” By the time a junior analyst manually flagged the anomaly during a quarterly … Read more
Instagram growth in 2025 isn’t luck — it’s strategy. Gen Z creators win by engineering early engagement, leveraging social proof, and using smart tools like automation platforms to boost visibility. With saves, shares, and authentic interaction now driving the algorithm, success comes from planning launches, engaging fast, and building real community trust.
The one-month chart shows BTC still locked inside a descending structure from early November’s highs, with the latest rebound producing another lower high.
Bitcoin’s downturn has barely anything to do with “anything crypto specific,” but it’s unlikely to surge early next year, says 21Shares co-founder Ophelia Snyder.
Santiment says social sentiment toward XRP has hit its lowest levels since October, entering the fear zone, but suggested that has preceded a rally in the past.
The EU Commission’s probe excludes Italy, where the country’s competition authority is already pursuing separate proceedings against Meta.
Technical analysis shows DOGE failed to hold key support levels, suggesting continued downside unless buyers reclaim critical price points.
Markets are hedging a Fed misstep, driving gold and silver higher while Bitcoin lags as traders reassess risk.
Signature Bank founder Scott Shay has created N3XT, a bank aiming to provide instant 24-hour payments on a private blockchain.
Spot XRP ETFs have now attracted nearly $850 million in inflows since launching in mid-November — one of the strongest altcoin ETF starts on record — suggesting long-horizon capital continues to accumulate exposure.
Base launched a Chainlink-secured bridge to Solana, enabling crosschain asset transfers between the Ethereum layer-2 and the Solana blockchain.
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A softer inflation report could lower the 10-year Treasury yield and support cryptocurrencies.
A federal judge rejected OpenAI’s bid to limit discovery, directing the company to produce de-identified user logs central to the case.
Table of Links Abstract and 1 Introduction Related work 2.1. Generative Data Augmentation 2.2. Active Learning and Data Analysis Preliminary Our method 4.1. Estimation of Contribution in the Ideal Scenario 4.2. Batched Streaming Generative Active Learning Experiments and 5.1. Offline Setting 5.2. Online Setting Conclusion, Broader Impact, and References A. Implementation Details B. More ablations … Read more
Table of Links Abstract and 1 Introduction Related work 2.1. Generative Data Augmentation 2.2. Active Learning and Data Analysis Preliminary Our method 4.1. Estimation of Contribution in the Ideal Scenario 4.2. Batched Streaming Generative Active Learning Experiments and 5.1. Offline Setting 5.2. Online Setting Conclusion, Broader Impact, and References A. Implementation Details B. More ablations … Read more