Few-shot Prompting for Logical Reasoning Tasks in Biological Pathways

Table of Links Abstract and Introduction SylloBio-NLI Empirical Evaluation Related Work Conclusions Limitations and References A. Formalization of the SylloBio-NLI Resource Generation Process B. Formalization of Tasks 1 and 2 C. Dictionary of gene and pathway membership D. Domain-specific pipeline for creating NL instances and E Accessing LLMs F. Experimental Details G. Evaluation Metrics H. … Read more

The HackerNoon Newsletter: The $XRP Comeback Was a Long Time Coming (12/15/2024)

How are you, hacker? đŸȘ What’s happening in tech today, December 15, 2024? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Aim Was Discontinued as a Service in 2017, Netscape Launched Navigator in 1994, Google Buzz is Replaced by Google+ in 2011, Alta Vista is Launched in 1995, and … Read more

The TechBeat: Clapper Expands to Mexico, Betting Big on Authenticity and Creator Empowerment (12/15/2024)

How are you, hacker? đŸȘWant to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Clapper Expands to Mexico, Betting Big on Authenticity and Creator Empowerment By @clapper [ 3 Min read ] Positioned as a … Read more

Why AI Art Protections Aren’t as Strong as They Seem

Table of Links Abstract and 1. Introduction Background and Related Work Threat Model Robust Style Mimicry Experimental Setup Results 6.1 Main Findings: All Protections are Easily Circumvented 6.2 Analysis Discussion and Broader Impact, Acknowledgements, and References A. Detailed Art Examples B. Robust Mimicry Generations C. Detailed Results D. Differences with Glaze Finetuning E. Findings on … Read more

Zero-shot Prompts for Logical Reasoning Tasks in Biological Pathways

Table of Links Abstract and Introduction SylloBio-NLI Empirical Evaluation Related Work Conclusions Limitations and References A. Formalization of the SylloBio-NLI Resource Generation Process B. Formalization of Tasks 1 and 2 C. Dictionary of gene and pathway membership D. Domain-specific pipeline for creating NL instances and E Accessing LLMs F. Experimental Details G. Evaluation Metrics H. … Read more

How Are Artists Protecting Their Unique Styles from Imitation in AI Art?

Table of Links Abstract and 1. Introduction Background and Related Work Threat Model Robust Style Mimicry Experimental Setup Results 6.1 Main Findings: All Protections are Easily Circumvented 6.2 Analysis Discussion and Broader Impact, Acknowledgements, and References A. Detailed Art Examples B. Robust Mimicry Generations C. Detailed Results D. Differences with Glaze Finetuning E. Findings on … Read more

The Science Behind AI’s Ability to Recreate Art Styles

Table of Links Abstract and 1. Introduction Background and Related Work Threat Model Robust Style Mimicry Experimental Setup Results 6.1 Main Findings: All Protections are Easily Circumvented 6.2 Analysis Discussion and Broader Impact, Acknowledgements, and References A. Detailed Art Examples B. Robust Mimicry Generations C. Detailed Results D. Differences with Glaze Finetuning E. Findings on … Read more

Evaluation Metrics for Assessing LLM Performance on Syllogistic Tasks

Table of Links Abstract and Introduction SylloBio-NLI Empirical Evaluation Related Work Conclusions Limitations and References A. Formalization of the SylloBio-NLI Resource Generation Process B. Formalization of Tasks 1 and 2 C. Dictionary of gene and pathway membership D. Domain-specific pipeline for creating NL instances and E Accessing LLMs F. Experimental Details G. Evaluation Metrics H. … Read more

The HackerNoon Newsletter: I Fell in Love With My Code, Then I Had to Kill It (12/14/2024)

How are you, hacker? đŸȘ What’s happening in tech today, December 14, 2024? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, US Navy and MIT Developed Whirlwind in 1952, Planck Presented Black-Body Radiation Law Derivation in 1900, DNA is Created in a Test Tube in 1967, Wilkinson Patented the … Read more

Short on Budget? Use These Design Methodologies to Build Your First MVP Without a Full-time Designer

My name is Marina Chernyshova, and in my professional life I often worked with startups at different stages with interface design. Year after year, I notice the same questions arising. I am also a mentor in the Bocconi for Innovation program, where I mentor startups on how to use various design methods and resources to … Read more

Mailbird Expands to Mac: Manage All Your Inboxes and Favorite Apps in One Place

Mailbird, the email client trusted by millions of Windows users worldwide, is now available for Mac. After years of user anticipation, Mailbird’s Mac app brings the same clutter-free simplicity and clean design language to Apple fans.  “The launching of Mailbird for Mac marks a truly significant point in our company vision,” said Alexis DollĂ©, Head … Read more

Batching Techniques for LLMs

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

LLM Service & Autoregressive Generation: What This Means

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

The Generation and Serving Procedures of Typical LLMs: A Quick Explanation

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

PagedAttention: An Attention Algorithm Inspired By the Classical Virtual Memory in Operating Systems

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

Bybit Advances Regulatory Compliance, Temporarily Adjusts EEA Operations

DUBAI, United Arab Emirates, December 13th, 2024/Chainwire/–Bybit, the world’s second-largest cryptocurrency exchange by trading volume, continues to reinforce its commitment to transparency and regulatory compliance. In response to evolving regulations, Bybit has made the difficult but necessary decision to temporarily adjust the availability of its products and services within the European Economic Area (EEA). Paving … Read more

Prosper Acquires 7,000 ASIC Miners From BITMAIN And Secures Strategic Funding To Democratize Bitcoin

DUBAI, United Arab Emirates, December 13th, 2024/Chainwire/–Prosper, a centralized protocol democratizing access to Bitcoin mining by tokenizing institutional-grade Bitcoin hashrate as omnichain real-world assets (RWA), today announced the acquisition of over 7,000 ASIC miners from BITMAIN along with the successful closing of its strategic funding round. Backed by Metalpha, Waterdrip Capital, BIT Mining, Animoca Brands, … Read more

MEXC Futures Achieves No. 1 Growth Rate, Rises To Global Top 5 In Trading Volume

Seychelles, December 13, 2024 –MEXC, the world’s leading cryptocurrency exchange, achieved outstanding results in November. Its derivatives trading products are experiencing unprecedented growth, propelling the platform into the top five global cryptocurrency derivatives exchanges by trading volume. This milestone underscores MEXC Futures’ dominant position in the crypto derivatives market, as the platform secured the #1 … Read more

Mist v2 Fails to Defend Against Robust Mimicry Methods Like Noisy Upscaling

Table of Links Abstract and 1. Introduction Background and Related Work Threat Model Robust Style Mimicry Experimental Setup Results 6.1 Main Findings: All Protections are Easily Circumvented 6.2 Analysis Discussion and Broader Impact, Acknowledgements, and References A. Detailed Art Examples B. Robust Mimicry Generations C. Detailed Results D. Differences with Glaze Finetuning E. Findings on … Read more

Prosper Adds 7,000 More ASIC Miners from BITMAIN To Drive Tokenization Of Hashrate As Omnichain RWA

DUBAI, December 12, 2024: Prosper, a decentralized protocol democratizing access to Bitcoin mining by tokenizing institutional-grade Bitcoin hashrate as omnichain real-world assets (RWA), today announced the acquisition of over 7,000 ASIC miners from BITMAIN along with the successful closing of its strategic funding round. Following the announcement of Prosper’s long-term partnership and hosting service agreement … Read more

I Fell in Love With My Code, Then I Had to Kill It

I just deleted hundreds of lines of code I wrote yesterday and replaced them with 32 lines of new code. This was for a feature for TheOpenPresenter, used to indicate if an audio is playing. Every so often, I’d work on a functionality that seems quite straightforward to implement. In this case, I just needed … Read more

Build an AI Chatbot Faster Than Your Morning Coffee Run With This Guide

AI-powered chatbots can enhance user experience and automate responses effectively. In this tutorial, you’ll learn how to quickly build a chatbot using React, Vite, and Cohere’s API, with a backend integration using Express. With its simplicity and speed, Vite makes it easy to set up modern JavaScript applications. This architecture prevents exposing sensitive API keys … Read more

Explainable AI Is Just Rebranding the Chaos, Not Solving It

You’ve just been denied a mortgage by an AI system. No human reviewed your case, no appeal is possible, and your consolation prize is a clammy explanation: “Your credit utilization ratio triggered a negative outcome.” Feeling reassured? Didn’t think so. The more we offload to the machines, the louder we demand explainable AI (XAI)—tools that’ll … Read more

New Glaze 2.0 Tool Still Fails to Stop AI from Copying Artwork

Table of Links Abstract and 1. Introduction Background and Related Work Threat Model Robust Style Mimicry Experimental Setup Results 6.1 Main Findings: All Protections are Easily Circumvented 6.2 Analysis Discussion and Broader Impact, Acknowledgements, and References A. Detailed Art Examples B. Robust Mimicry Generations C. Detailed Results D. Differences with Glaze Finetuning E. Findings on … Read more

The Key to Better Art Style Mimicry

Table of Links Abstract and 1. Introduction Background and Related Work Threat Model Robust Style Mimicry Experimental Setup Results 6.1 Main Findings: All Protections are Easily Circumvented 6.2 Analysis Discussion and Broader Impact, Acknowledgements, and References A. Detailed Art Examples B. Robust Mimicry Generations C. Detailed Results D. Differences with Glaze Finetuning E. Findings on … Read more