What Happens When You Ask AI to Predict Inflation?

:::info Authors: (1) Pham Hoang Van, Department of Economics, Baylor University Waco, TX, USA (Van Pham@baylor.edu); (2) Scott Cunningham, Department of Economics, Baylor University Waco, TX, USA (Scott Cunningham@baylor.edu). ::: Table of Links Abstract and 1 Introduction 2 Direct vs Narrative Prediction 3 Prompting Methodology and Data Collection 4 Results 4.1 Establishing the Training Data … Read more

The Case for NL: More Intuitive and Expressive for Complex Constraints

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

How to Articulate Output Constraints to LLMS

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

Satisfying UI and Product Requirements and Improving User Experience, Trust, and Adoption

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

How We Integrated Downstream Processes and Workflows

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

The Benefits of Applying Constraints to LLM Outputs

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

Real-World Use Cases That Necessitate Output Constraints

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

How We Deployed an Online Survey to Users of an Internal Prompt-Based Prototyping Platform

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

What Would a Decentralized Internet Look Like?

Many algorithms in today’s internet infrastructure are designed to collect and analyze user data, often competing to see who can spy the best. That’s the price we pay to participate in a centralized platform. Well, no matter how badly they spy, one can’t deny the importance of this infrastructure, as all opportunities, from learning to … Read more

“We Need Structured Output”: Towards User-Centered Constraints on Large Language Model Output

Table of Links Abstract and 1 Introduction 2 Survey with Industry Professionals 3 RQ1: Real-World use cases that necessitate output constraints 4 RQ2: Benefits of Applying Constraints to LLM Outputs and 4.1 Increasing Prompt-based development Efficiency 4.2 Integrating with Downstream Processes and Workflows 4.3 Satisfying UI and Product Requirements and 4.4 Improving User Experience, Trust, … Read more

FreeEval: The Ethical Concerns

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Automatic Evaluation Methods for LLMs 2.2 Meta-Evaluation of LLMs 3 Design and Implementation and 3.1 Design Principles 3.2 FreeEval Architecture Overview and 3.3 Extensible Modular Design 3.4 Trustworthy Evaluation 3.5 Efficient Inference Backends 4 Conclusion, Ethical Considerations, and References 4 Conclusion In this paper, … Read more

Reclaiming Control Over Your Digital Identity and Privacy

Photo by Ben Sweet on Unsplash About seven years ago, I worked with digital identity on blockchain. It was an interesting challenge—using smart contracts with federated Ethereum to create a self-sovereign digital identity for citizens. Later, I moved on to another field, focusing on privacy and data protection. Today, as I reflect on those experiences, … Read more

How Hugo Lamy is Helping Create the AI Workforce for Enterprises at Brainbase

Image: Freepik Businesses have been locked in a cycle of manual inefficiencies for decades, resulting in them throwing time and money at repetitive tasks that drain resources. AI, automation, and emerging technologies have been pitched as the ultimate solution, but many of the consumer-friendly AI tools out there now fall short, often overpromising and underdelivering. … Read more

SquareX Launches “Year Of Browser Bugs” (YOBB) To Expose Critical Security Blind Spots

PALO ALTO, USA, March 18th, 2025/CyberNewsWire/–SquareX, a pioneer in Browser Detection and Response (BDR) space, announced the launch of the “Year of Browser Bugs” (YOBB) project today, a year-long initiative to draw attention to the lack of security research and rigor in what remains one of the most understudied attack vectors – the browser. The … Read more

What Do Global Users Really Think About Crypto and Web3 Banking? A Dive into CrossFi’s 2025 Survey

CrossFi has dropped a bombshell with its 2025 Crypto Market Research Survey—a sprawling study of over 5,000 crypto users from India, Finland, and Russia. This isn’t your typical tech-bro echo chamber. It’s a vivid snapshot of a shifting landscape: 80% women, aged 28 to 43, earning $1,000 to $3,000 monthly, and leaning hard into cryptocurrencies … Read more

PropellerAds Launches Advertising In Telegram Mini Apps, Engaging Crypto And Blockchain Users

Limassol, Cyprus, March 18th, 2025/Chainwire/–PropellerAds, a global leader in performance-driven advertising solutions, has launched a groundbreaking advertising format: ads within Telegram Mini Apps. This new traffic type is designed to tap into Telegram’s rapidly growing ecosystem, offering advertisers unparalleled access to a crypto-oriented audience. With the integration of blockchain technology and the rise of Telegram … Read more

iAgent Secures $3M, Launches $AGNT, And Will Introduce a New ERC-**Standard For AI Agents

VANCOUVER, Canada, March 18th, 2025/Chainwire/–The artificial intelligence landscape is evolving. Traditional AI models remain centralized, relying on static text data and corporate control. iAgent is introducing a decentralized AI framework where AI agents are trained, owned, and monetized on-chain using real-world visual data. Backed by a recent $3 million investment, iAgent has forged several strategic … Read more

TokenPicks Launches Reward System To Incentivize Crypto Education

LONDON, United Kingdom, March 18th, 2025/Chainwire/–TokenPicks, the leading crypto education and research platform, has introduced a new Candy reward system designed to encourage user engagement and learning. With this innovative feature, TokenPicks users can claim one free Candy every 24 hours simply by opening the app. Additionally, users can complete various in-app tasks to earn … Read more

Science Has a Credibility Problem. Can Gambling Fix It?

Prediction markets have long served as crowdsourced crystal balls, distilling dispersed information to forecast elections, economic shifts, and technological breakthroughs. But in science, they transcend mere prediction—becoming living laboratories where hypotheses are tested, refined, and financially incentivized in real-time. This article dives into the epistemic revolution sparked by scientific prediction markets—how they have the potential … Read more

Aptos Movemaker Launches US$2 Million Grant Program And Exclusive Co-Working Space For Builders

Hong Kong, Hong Kong, March 18th, 2025/Chainwire/–Movemaker, the official community organization of the Aptos Foundation dedicated to advancing the Aptos ecosystem in Chinese-speaking regions, has announced the launch of Movemaker Grant Program and the opening of Aptos Space, a state-of-the-art collaboration hub in Hong Kong.  These initiatives underscore Movemaker’s mission to strengthen the Aptos blockchain … Read more

M2 and NiceHash Serve 1M Miners with USDT Loans: How Miners Are Gaining Liquidity for Operations

Can Miners Unlock New Financial Power Without Selling Their Bitcoin? Miners worldwide manage over 19 million Bitcoin transactions daily, according to Blockchain.com data from early 2025. Hashrate marketplaces like NiceHash report serving more than one million users, reflecting the scale of global mining operations. Yet, liquidity poses a challenge—scaling operations or covering costs often forces … Read more

Soft2Bet Partners with AWS to Cut Costs by 55% and Accelerate Product Launches

Soft2Bet, a leading B2B solutions provider, announced a transformative collaboration with Amazon Web Services (AWS) that significantly enhances its product development capabilities and user gaming experiences. By migrating its operations and data management to AWS, Soft2Bet has optimised infrastructure, cut compute costs by 55%, and boosted time to market by 200%, all while delivering smoother, … Read more

AI Is Running on Garbage Data. Here’s How DePINs Could Save It

In the early 2010s, everybody was talking about Big Data, Hadoop clusters, data lakes
 the hope being that we could get tremendous insights by collecting and processing massive amounts of data. Even then, however, there was a fundamental problem. We could store and process vast quantities of digital data, no sweat, but actual-world data – … Read more