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AI IS REALLY GOOD FOR LOW SKILLED WORKERS

When a conversational AI tool is used to support customer support they get a big boost, somewhere around 14% on average with an increase in employee AND customer satisfaction. Interestingly, it seems like the biggest bump is for lower skilled support agents. This might be because they now have access to a broad knowledge base that was hard to get before. This also increased employee retention. They don’t touch on wage effects of these tools, but merely explore potential productivity gains.

2023.04.25
nber.org50 min readTLDR AI

WHAT HAPPENS IF WE GIVE LANGUAGE MODELS ANXIETY?

There are certain types of phrases that are used in computational psychiatry and are known to elicit or measure anxiety. As it turns out, if we use these and other emotion causing prompts, ChatGPT responds strongly. It also increases its ability to explore and its bias in some settings.

2023.04.25
arxiv.org28 min readTLDR AI

SIMPLE PARAMETER-EFFICIENT FINE-TUNING

DiffFit, a parameter-efficient strategy for fine-tuning large pre-trained diffusion models, enables fast adaptation to new domains while significantly reducing training time and storage costs. Achieving superior performance on downstream datasets, DiffFit sets a new state-of-the-art FID on the ImageNet 512x512 benchmark and demonstrates its potential for adapting low-resolution models to high-resolution ones with minimal cost.

2023.04.25
arxiv.org22 min readTLDR AI

CHEETAH

Cheetah is an AI-powered macOS app designed to assist users during remote software engineering interviews by providing real-time, discreet coaching and live coding platform integration.

2023.04.25
github.comGitHub repositoryTLDR AI

VisFusion is a visibility-aware online 3D scene reconstruction method from posed monocular videos, improving feature fusion by inferring visibility using a similarity matrix calculated from projected features in each image pair. The approach employs a coarse-to-fine pipeline with a volume sparsification process, preserving fine details by sparsifying voxels locally along each visual ray, and enhancing TSDF predictions through learning residuals across scales.

2023.04.25
github.comGitHub repositoryTLDR AI

SILVR: GUIDED DIFFUSION FOR MOLECULE GENERATION

The selective iterative latent variable refinement (SILVR) method conditions diffusion-based equivariant generative models without retraining, generating novel molecules that fit a protein's binding site based on fragment hits. Using the SARS-CoV-2 Main protease fragments as a reference dataset, SILVR demonstrates the ability to generate new molecules with similar shapes to original fragments, fitting the binding site without knowledge of the protein, and merging up to three fragments into a new molecule without affecting the underlying generative model's quality.

2023.04.25
arxiv.org13 min readTLDR AI

WHY AGENTS ARE THE NEXT KILLER AI APP

This article makes the case that autonomous agents like Auto-GPT are the next big use-case for AI. Auto-GPT (and its younger sibling BabyAGI) are independently developed Python projects that have caught enormous popularity, with Auto-GPT trending #1 on Twitter and GitHub in the past 2 weeks.

2023.04.25
latent.space10 min readTLDR AI

WEB LLM

Web LLM brings language model chats directly onto web browsers.

2023.04.25
github.comGitHub repositoryTLDR AI

OPTIMISM-RS

Optimism is an L2 meant to scale Ethereum and one that aims to create a sustainable funding stream for public goods and infrastructure. The original open-source implementation was developed in Go and Solidity. The ambitious alternative implementation in this repo is primarily written in Rust and Huff and is being proposed for efficiency. This repo is a combination of other repos joined with submodules. Builders can contribute to this or make comments in the Optimism discord or governance forum.

2023.04.25
github.comGitHub repositoryTLDR Crypto

BULLET TRAIN

Bullet Train is an open-source Ruby on Rails SaaS framework designed to speed up development since it comes with basic features common to every SaaS, such as user authentication and real-time server-side reactivity.

2023.04.25
bullettrain.coGitHub repositoryTLDR Web Dev

CSS TO TAILWIND

CSS to Tailwind is an open-source tool that converts CSS code to Tailwind CSS syntax instantly.

2023.04.25
github.comGitHub repositoryTLDR Web Dev

LEVERAGE THE RICHNESS OF HTTP STATUS CODES

Many REST APIs stick to using basic status codes, such as 200, 404, and 500. While many discussions about REST focus on entities and methods, using the correct response status codes can make your API stand out.

2023.04.25
blog.frankel.ch5 min readTLDR Web Dev

DEFINING SERVERLESS DATABASES AS A SERVICE

Selecting the right cloud database for your application is a critical and progressively more intricate decision as more database solutions emerge. This article defines serverless databases as a service, which eliminates the need for developers to manage database clusters, allows control over scaling, and lets them perform analysis of resources.

2023.04.25
redis.com7 min readTLDR Web Dev

JAVASCRIPT

The ‘const’ keyword in JavaScript can be much more than what meets the eye, especially when it comes to immutability. Sometimes, this causes unexpected side effects in our code. This article takes a deep dive into the differences between assignment and mutation in JavaScript.

2023.04.25
joshwcomeau.com12 min readTLDR Web Dev

Sponsored

2023.04.25
dashboard.nylas.comSponsorTLDR Web Dev