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Sponsored

Selling AI to enterprise means getting serious about security and compliance — usually involving features like single sign-on (SSO), Directory Sync (SCIM), RBAC, and Audit Logs.

2024.07.10
workos.comSponsorTLDR AI

DISTILLING SYSTEM 2 INTO SYSTEM 1

System 2 models are those that use something like Chain of Thought to spend more test time compute and improve reasoning. It turns out that you can distill this behavior into a System 1 model that runs faster with similar accuracy.

2024.07.10
arxiv.org23 min readTLDR AI

LEARNING AT TEST TIME

A new RNN variant that outperforms Mamba on a number of tasks. Importantly, the update function is itself an ML model - which enables long contexts and in-context learning.

2024.07.10
arxiv.org25 min readTLDR AI

Sponsored

WHY YOU SHOULD USE A UNIVERSAL SEMANTIC LAYER FOR YOUR SNOWFLAKE DATA

A universal semantic layer makes it much easier to run both BI and AI workloads [12] on your data warehouse. AtScale [12], now available as a Snowflake Native App in the Snowflake Marketplace, allows you to define and consume a universal semantic layer directly within your Snowflake account.

2024.07.10
bit.lySponsorTLDR AI

GRAPHRAG

GraphRAG is a way to explore unstructured text using the power of language models. The quick start runs on Azure, making it easy to spin up.

2024.07.10
github.comGitHub repositoryTLDR AI

MOBILELLM

MobileLLM optimizes sub-billion parameter language models for on-device use cases.

2024.07.10
github.comGitHub repositoryTLDR AI

ENHANCING TRAFFIC SIGNAL CONTROL WITH AI

Researchers have developed a new framework that combines a large language model with reinforcement learning to improve traffic signal control systems.

2024.07.10
github.comGitHub repositoryTLDR AI

TINYGRAD NOTES

Tinygrad is a toolkit for training deep learning models. This set of notes is a great introduction for AI compilers and prepares one for a deep dive into Tinygrad internals.

2024.07.10
mesozoic-egg.github.io18 min readTLDR AI

POP CULTURE

Goldman Sachs released a critical 31-page report titled "Gen AI: Too Much Spend, Too Little Benefit?", arguing that generative AI's productivity benefits and returns are significantly limited and that its power demands will drastically increase utility spending. The report highlights doubts about AI's ability to transform industries, pointing out high costs, power grid challenges, and lack of clear productivity gains or significant revenue generation. It suggests a potentially bleak future for the technology without major breakthroughs.

2024.07.10
wheresyoured.at18 min readTLDR AI

THE AI SUMMER

The rapid adoption of ChatGPT, which reached 100 million users in two months, stands in contrast to historical tech developments like the iPhone and e-commerce, which took years to gain traction. Despite the initial hype, many users have not found long-term utility with ChatGPT and enterprise deployment of large language models remains limited, indicating a need for further development to achieve meaningful product-market fit and sustained value.

2024.07.10
ben-evans.com10 min readTLDR AI

COMPREHENSIVE AGI SURVEY

This project investigates the journey towards Artificial General Intelligence (AGI), which aims to perform diverse real-world tasks with human-like efficiency.

2024.07.10
github.comGitHub repositoryTLDR AI

KRUT AI (PRODUCT LAUNCH)

Krut AI is an AI co-pilot built for e-commerce that helps with product shots and content creation.

2024.07.10
producthunt.comTLDR AI

PAYPAL'S STABLECOIN SURPASSES $500 MILLION MARKET CAP

PYUSD, which expanded to the Solana network in May, has surpassed $500M in market cap. The stablecoin's expansion to a mix of centralized and DeFi platforms has helped increase its supply from $270M to over $530M in 1 month.

2024.07.10
theblock.co1 min readTLDR Crypto

DDOCS: ONCHAIN GOOGLE DOCS

dDocs, created by Fileverse, is a decentralized word processor that aims to be a better, more private version of Google Docs. It is end-to-end encrypted, has real-time collaboration, and stores data in decentralized storage solutions like IPFS. The app also has account abstraction, allowing users to log in with email while retaining the benefits of onchain security and composability.

2024.07.10
threadreaderapp.com2 min readTLDR Crypto

INTRODUCING STORY NETWORK, THE WORLD'S IP BLOCKCHAIN

Story allows creators to monetize their Intellectual Property (IP) in the age of artificial intelligence. It aims to transform the internet into an IP Legoland. The EVM-equivalent L1 hosts a Proof of Creativity Protocol that allows anyone to onramp their IP and set the conditions for using and monetizing it. Tokenized IPs can be offramped into a contract if disputed and brought into the real-world legal system. Use cases include creator-owned AIs that fans can access and monetize, IPs as collateral for other assets, and seamless introduction of IP into new applications.

2024.07.10
threadreaderapp.com3 min readTLDR Crypto

POINTENOMICS 101: MASTERING THE NEW LANGUAGE OF CRYPTO INCENTIVES

Point systems have become increasingly important in the evolving Web3 landscape for incentivizing user engagement and loyalty, forming a crucial part of digital ecosystems through strategic reward mechanics. This guide talks through the structure and benefits of "pointenomics," deep diving into the practical applications, challenges, and future potential of point programs to improve user activation, retention, and overall project success.

2024.07.10
mirror.xyz18 min readTLDR Crypto

DEEP DIVING ATTESTATIONS - A QUANTITATIVE ANALYSIS

This research explores 31 days' worth of Ethereum validator votes to help better understand how to penalize missed attestations dynamically and improve network health. It found that performance varies significantly between validators and that attestation inclusion delay is a critical factor. Timing games caused by MEV adversely impact attestation performance, and big blocks have fewer attestations due to the increased data transfer time.

2024.07.10
threadreaderapp.com20 min readTLDR Crypto

THOUGHTS ON BLAST DISTRIBUTION

The recent distribution $BLAST has lowered the "financial stakes" compared to earlier phases. BLAST has a fully diluted valuation (FDV) of $1.5B down from previous expectations over $8B. This means there will be more gold supply and less BLAST, effectively decreasing individual reward value unless BLAST appreciates significantly.

2024.07.10
threadreaderapp.com1 min readTLDR Crypto

TOP CRYPTO VC SAYS EX-GENERAL PARTNER MADE UNDISCLOSED SIDE DEAL WITH PORTFOLIO COMPANY

Polychain Capital has accused former general partner Niraj Pant of violating fund policies by secretly accepting "adviser" tokens valued at $13.3 million from portfolio company Eclipse Labs. Pant, who directed Polychain's investment in Eclipse, allegedly did not disclose this deal, which Polychain only discovered after his departure. This incident highlights the often opaque and contentious nature of token-based compensation in the crypto industry.

2024.07.10
coindesk.com8 min readTLDR Crypto

FARCASTER: EXPLAIN LIKE I'M FIVE

Farcaster is like a massive playground where everyone can use their toys (data) in different games (social apps) with no rule-maker deciding what people do or how they play.

2024.07.10
threadreaderapp.com1 min readTLDR Crypto

IOS 18 HAS A NEW ‘DYNAMIC' COLOR-SHIFTING WALLPAPER

iOS 18's third developer beta enhances customization by introducing a dynamic wallpaper that changes colors over time. Users can also tint home screen app icons and place them freely, with some third-party apps gaining dark mode icons. These features are currently exclusive to the developer beta, with a public beta expected in July and a full release in the fall.

2024.07.10
theverge.com1 min readTLDR Design

PARAMOUNT'S POTENTIAL NEW LOGO IS THE OPPOSITE OF A GLOW-UP

The Paramount logo, an iconic symbol in the film industry, is undergoing a controversial redesign that melds it with Skydance Media's identity. This new, flat reimagining of the classic emblem has not been well-received, hinting at an uncertain future for the studio. With such a significant alteration, it's understandable that reactions have been mixed among fans and industry professionals.

2024.07.10
creativebloq.com2 min readTLDR Design

DUOLINGO ACQUIRES DETROIT-BASED DESIGN STUDIO HOBBES

Duolingo has acquired the Detroit-based animation and motion design studio Hobbes and its 12 designers and animators to form its first dedicated motion design team. The acquisition, which aims to enhance the app's animation and make learning fun and engaging, follows Duolingo's 2022 purchase of another Detroit-based studio, Gunner. The new team, which will remain in Detroit, will strengthen Duolingo's motion design capabilities and improve user experience, fueling better learning outcomes.

2024.07.10
techcrunch.com2 min readTLDR Design

GREAT DESIGN ISN'T PIXEL PERFECT

Perfectionism in design can be both a strength and a potential obsession, but excessive focus on pixel-perfect details can be detrimental in fast-paced startups. Balancing this with clear goals, deadlines, feedback, and breaks helps manage perfectionism and ensures timely product delivery.

2024.07.10
raffdimeo.com4 min readTLDR Design

WHAT RICK RUBIN'S ‘THE CREATIVE ACT' REMINDS US ABOUT DESIGN

Creativity is inherent to being human. This is reflected in design and AI, where designers connect familiar and new ideas uniquely, with timing being crucial for success. Designers must adapt materials to the system's qualities, develop taste to sense exceptional elements, and act as editors to amplify what's vital and eliminate the excess.

2024.07.10
links.tldrnewsletter.com6 min readTLDR Design

YOUR HIDDEN SUPERPOWERS: PART ONE

Designers are naturally curious individuals who seek deeper understanding through extensive questioning, embracing data to uncover truths and solve real-world problems. This investigative curiosity is essential for addressing project challenges and workplace dynamics, though designers often need more access to strategic projects due to insufficient trust from influential leaders. To overcome this, designers should leverage their curiosity to build credibility and identify opportunities to demonstrate their value within the organization.

2024.07.10
whydesignishard.substack.com3 min readTLDR Design

HAND DRAWN ARROWS

A customizable gallery of hand-drawn arrow SVGs that can be easily copied as SVG code or React components for use in your projects.

2024.07.10
handyarrows.comToolTLDR Design

1 DATASET 100 VISUALIZATIONS

An information design agency took on the challenge of creating 100 visualizations from a single dataset, showcasing the diversity and complexity of data visualization. It demonstrated how different stories can be told using limited visual properties and assets by leveraging insightful and visually appealing designs.

2024.07.10
100.datavizproject.comToolTLDR Design

12 AMERICAN ICONS OF DESIGN, FROM COWBOY BOOTS TO THE MACBOOK AIR

Contemporary takes on American design icons reveal the USA's enduring creative influence. From Pharrell Williams' reinterpretation of cowboy boots at Louis Vuitton to the sleek M3 MacBook Air and even Andy Warhol's iconic soup cans, this article highlights the lasting appeal and evolution of these classics, showcasing their continued impact and inspiration in the design world.

2024.07.10
wallpaper.com10 min readTLDR Design

ART

Art holds inherent value in its creation, evokes a range of emotions, and offers tools to cope with or change the world.

2024.07.10
draganbabic.com4 min readTLDR Design

AI STARTUP HEBBIA RAISES $130M AT A $700M VALUATION

An example of the high valuations being assigned to AI startups, Hebbia has raised $130 million at a $700 million valuation on $13 million ARR. Hebbia's main product, Matrix, can analyze large documents and respond to user inquiries in a spreadsheet-like format. It is currently used by 30% of asset managers for research purposes. The company plans to use the fresh funding to expand its team and offerings to other industries, such as law firms and pharmaceutical companies.

2024.07.10
techcrunch.com3 min readTLDR Founders

SO YOU WANT TO START A SAAS COMPANY?

Starting a SaaS company in 2024 is challenging due to the dominance of incumbents, high switching costs, and a saturated market. Tech sales is also undergoing a transformation, with buyer trust at an all-time low and traditional engagement methods becoming less effective. However, startups still have opportunities to succeed by leveraging the latest technology, rethinking business models, and exploring new strategies like the “Compound Startup” approach.

2024.07.10
memos.hawkhill.ventures5 min readTLDR Founders