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GOOGLE’S NEW AI IS LEARNING TO DIAGNOSE PATIENTS

Google DeepMind has developed an AI model called AMIE (Articulate Medical Intelligence Explorer) to assist in healthcare. Trained on medical texts and dialogues, AMIE will provide explanations of medical conditions and potentially aid in diagnostics. AMIE outperformed human physicians in a controlled trial. Its effectiveness in real-world scenarios remains to be tested.

2024.01.29
spectrum.ieee.org4 min readTLDR AI

IMP V1 3B MULTIMODAL MODEL

Another multimodal model trained on Phi-2 and SigLIP. This one achieves extremely promising performance and is small enough to run on-device.

2024.01.29
huggingface.co4 min readTLDR AI

MATRYOSHKA REPRESENTATION LEARNING

OpenAI's new embeddings can change size based on your needs. This is theorized to be due to the nesting doll method of learning, which learns features at various granularity.

2024.01.29
arxiv.org26 min readTLDR AI

MEDICAL VIDEO SEGMENTATION

Vivim is a new framework for medical video object segmentation that effectively processes long video sequences. Vivim compresses spatiotemporal data efficiently utilizing the state space model approach, delivering faster and more accurate segmentation results compared to traditional methods.

2024.01.29
arxiv.org9 min readTLDR AI

HUGGINGFACE WEBDATASET

WebDataset is a format that combines multiple records together. Anything with the same prefix is treated as an instance. It is ideal for streaming and fast data loading.

2024.01.29
huggingface.co8 min readTLDR AI

LLMS FROM SCRATCH

An incomplete but promising set of tasks for learning how to build language models from scratch.

2024.01.29
github.comGitHub repositoryTLDR AI

MULTIMODAL PATHWAY: TRANSFORMERS WITH IRRELEVANT DATA FROM OTHER MODALITIES

This project proposes a novel approach for enhancing transformers that uses unrelated data from different modalities, such as improving an image model using audio data. Multimodal Pathway uniquely connects transformers of two different modalities, allowing a target modality to benefit from the strengths of another.

2024.01.29
ailab-cvc.github.io4 min readTLDR AI

EXPLORING COLBERT AND RAGATOUILLE

ColBERT is an excellent model for embedding queries and index data for RAG applications. This post explores the intuition behind the method and performs some benchmarks.

2024.01.29
til.simonwillison.net12 min readTLDR AI

ZERO-SHOT AMODAL SEGMENTATION

Pix2Gestalt is a framework designed for zero-shot amodal segmentation. It is adept at reconstructing complete object shapes and appearances when they are partially obscured. Leveraging large-scale diffusion models, Pix2Gestalt excels in challenging scenarios, including artistic images that defy usual patterns.

2024.01.29
gestalt.cs.columbia.edu2 min readTLDR AI

DO AI SAFETY ORGS WANT TO BAN OPEN SOURCE?

Many groups are trying to grapple with the challenges that come with rapidly advancing AI technology. Some of their moves can be seen as anti-competitive. It is a complex problem with valid arguments on both sides.

2024.01.29
1a3orn.com6 min readTLDR AI

RUN MAMBA IN PURE RUST

Inspired by efforts on the Llama models, this project uses pure Rust to run inference for Mamba on the CPU.

2024.01.29
github.comGitHub repositoryTLDR AI

BLACKROCK’S BITCOIN ETF FIRST TO REACH $2B IN AUM

BlackRock's iShares Bitcoin ETF has become the first recently launched bitcoin spot product to hit $2 billion in AUM. The ETF now holds almost 50,000 tokens. With Bitcoin’s recent surge, BlackRock’s fund is now ranking third in AUM among all new ETFs launched in the past year.

2024.01.29
coindesk.com2 min readTLDR Crypto

OPENSEA CHIEF SAYS NFT PLATFORM IS ‘OPEN-MINDED’ TOWARDS ACQUISITIONS — INCLUDING ITS OWN

OpenSea’s CEO, Devin Finzer, has expressed that the company is open-minded about potential acquisitions. OpenSea managed to survive during the NFT bear market, although its main competitor Blur has been far outpacing it in terms of trading volume. Finzer mentioned his focus is on building a trustworthy brand, avoiding more risky approaches like OpenSea’s competition, and possibly bringing in new talent through acquisitions.

2024.01.29
dlnews.com4 min readTLDR Crypto

OVERPASS IP PLATFORM LAUNCHED BY PUDGY PENGUINS

A new round of licensing for Pudgy Toys is now open following the beta launch of Overpass, an IP licensing platform created by the Pudgy Penguins team. Pudgy Penguin and Lil Pudgy owners can submit their NFTs for a chance to bring their characters to life through toys and figurines. Overpass aims to simplify and democratize web3 licensing that has previously been cumbersome and expensive, enabling more brand-customer collaborations. While Overpass is limited to Pudgy Penguins now, the Overpass team hopes to incorporate more communities in their main launch.

2024.01.29
twitter.com3 min readTLDR Crypto

FARCASTER FRAMES

Farcaster rolled out a new feature called Frames that allows users to transform any broadcast into an interactive app, enhancing the standard OpenGraph with features like live feeds, polls, and interactive galleries. Users can pick images, add clickable buttons, and respond with tailored images and buttons based on user interactions. This innovation can change the way we interact with social media by turning static embeds into interactive experiences.

2024.01.29
warpcast.notion.site2 min readTLDR Crypto

THE POTENTIAL OF STAKING ON AVALANCHE

This thread highlights Avalanche as a potentially rewarding staking opportunity. It lays out instructions on staking methods and recommended platforms. The author also identified an $AVAX staking opportunity through BENQI, a leading platform for liquid staking and lending on Avalanche.

2024.01.29
twitter.com4 min readTLDR Crypto

THE EMERGENCE OF AI AND CRYPTO SYNERGIES

This blog by Grayscale Research outlines how crypto assets linked to AI have gained traction recently, outpacing other sectors in the same time period. Amid concerns about AI centralization and data privacy, many believe crypto might offer useful solutions. For instance, Worldcoin aims to combat misinformation by uniquely identifying users through biometric scans. Other initiatives, like Bittensor, work to reduce AI bias by rewarding top-performing diverse models. Decentralized marketplaces such as Akash and Render could democratize AI development by connecting developers with affordable computing resources.

2024.01.29
grayscale.com7 min readTLDR Crypto

COMPUTER VS. CASINO: CRYPTO’S CULTURE WAR

This post discusses the ongoing culture war in crypto between the technical and financial sides of the space. It contrasts the "Crypto computer" group, who believe in the decentralization and disintermediation ideals of crypto’s founders, against the "Crypto casino" camp, who treats the space as a speculative platform. While speculation may be a part of crypto, it should be used to drive new positive-sum use cases to bring more people into the industry rather than encouraging harmful financial practices.

2024.01.29
showerthoughts.substack.com7 min readTLDR Crypto

CRYPTO PROJECTS HAVE GIVEN OUT 40 BILLION POINTS SO FAR. WHEN WILL IT END?

There is growing disdain towards the trend of projects giving out "points" as rewards instead of tokens. Critics view points as useless IOUs and a departure from potentially lucrative airdrops. They point out that users have been burned by points programs that never delivered any value to users. On the other hand, VCs see an upside in points due to their flexibility, lower regulatory risk, and potential to drive customer engagement and loyalty. With both pros and cons, it’s still up for debate whether points are a passing fad or a future norm in the crypto space.

2024.01.29
theblock.co6 min readTLDR Crypto

MIT RESEARCHERS’ NEW TECHNIQUE CAN 3D PRINT FURNITURE IN A FEW MINUTES USING LIQUID METAL

Liquid metal printing allows furniture and large-scale objects to be 3D printed quickly by using a predefined path for the liquid metal to snake through, followed by depositing molten aluminum. The liquid metal hardens and forms the 3D structure rapidly. MIT researchers affirm that the technique can print metal ten times faster than comparable metal additive manufacturing techniques.

2024.01.29
designboom.com4 min readTLDR Design

FIRST LOOK: NEW EMOJIS IN IOS 17.4

118 new emojis are coming to iOS. The additions include a phoenix, a lime, head-shaking smileys, and non-gender-specific family emojis. Some existing family emojis now feature white silhouettes on a gray square background and several people have direction-specifying variations.

2024.01.29
blog.emojipedia.org2 min readTLDR Design

SIX MYTHS HOLDING YOU BACK FROM EMBRACING DESIGN SYSTEMS

Myths about design systems can lead to misconceptions, add unseen obstacles, and discourage people from starting. These myths include believing a particular endeavor is only possible for larger companies, thinking design systems stifle creativity, and seeing design as a component-centric effort.

2024.01.29
figma.com3 min readTLDR Design

MENTAL MODELS

A mental model is what a user believes about a system. They help users predict how a system will work and influence how they interact with an interface. Mental models are based on beliefs, not facts. They’re unique for each user and change over time.

2024.01.29
nngroup.com10 min readTLDR Design

WHY YOUR UX PORTFOLIO IS NOT GETTING INTERVIEWS IN 2024? DO’S & DON’TS!

Designers looking to showcase their UX design skills and personality in their portfolios should consider creating an interactive timeline of their design journey that incorporates storytelling into their case studies and uses creative visuals and animations to highlight their ability to lead. They should also include unique elements that reflect their personalities.

2024.01.29
uxplanet.org7 min readTLDR Design

FRAMES X COLORS: UI COLORS TIPS FOR FIGMA

This robust open-source UI design color palette uses current web accessibility guidelines with additional post-processing of the APCA model to ensure consistent contrast within and between color groups. Frames X offers precise color contrast ratio, optimized dark mode, and Tailwind compatibility.

2024.01.29
framesxdesign.com5 min readTLDR Design

CHARTLINE (FIGMA PLUGIN)

Create beautiful chart lines by editing a randomly generated line to fit perfectly in your chart or choosing one of the presets.

2024.01.29
figma.comTLDR Design

WTF IS PROTOTYPING?

Prototyping involves building enough to learn precisely what we need to move forward or pivot to an alternative approach. The prototype's audience must know inherent limitations to avoid being distracted by the apparent abstraction or lack of functionality.

2024.01.29
marcastbury.com7 min readTLDR Design

THIS YEAR, SIRI WILL GET CHATGPT-LIKE TRICKS, ONLY MORE PRIVATE

With its new AI-enabled Siri, Apple will offer a native conversational AI experience deeply integrated into all the other apps you typically use. The new Siri can even understand how to connect apps. Unlike other AI tools, Siri will run locally on the iPhone, not on Apple servers, so privacy won't be a problem.

2024.01.29
lifewire.com4 min readTLDR Design

MEET FLAVIO MANZONI, THE GENIUS MIND BEHIND FERRARI’S CAR DESIGNS SINCE 2010

If you have trouble explaining why Ferrari's cars are so beautiful, understanding the genius behind them might help. In this article, Flavio Manzoni, Ferrari's Chief Design Officer, talks about how he shares his vision with his team, the impact of electric cars and autonomous driving on Ferrari's future, and what inspires him.

2024.01.29
designwanted.com8 min readTLDR Design

VERTICAL SOFTWARE 2.0

Vertical software has become more of a thing over the past few years. These companies build for a singular or niche audience, allowing them to tailor their offerings. VCs have often pushed back, saying that by going niche, they're shrinking the market they're selling to. We’re still early in vertical software and fintech, adtech, and logistics support are still relatively untapped opportunities.

2024.01.29
medium.com7 min readTLDR Founders

YOUR VC JUST QUIT HER FUND! WHAT A GOOD CEO SHOULD DO NEXT

Written in 2019, this article seems particularly relevant today. We’re seeing a lot of dynamism in VC – the winding down of funds, GPs leaving bigger funds to start their own, and partners jumping to the operator side – how should you react as a founder if your champion at a firm leaves?

2024.01.29
hunterwalk.com7 min readTLDR Founders

FIVE “CONS” TO ADDING A FREE EDITION

A free tier can be a great option for your startup. Companies like Slack, Zoom, and Canva have had huge success here. However, it’s not going to solve all your user acquisition problems. If you don’t already have a lot of eyeballs on your website or product, turning on a free tier won’t change that. Free tiers are a way to convert the traffic you already have, but only when you know how to convert the traffic to paid.

2024.01.29
saastr.com3 min readTLDR Founders