TLDR AI

TLDR AI 2023-11-21

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01HEADLINES & LAUNCHES

OPENAI STAFF THREATENS EXODUS, JEOPARDIZING COMPANY’S FUTURE

OpenAI is in disarray following the board's ousting of CEO Sam Altman, with over 700 employees threatening to leave for Microsoft. One board member who previously supported Altman's removal now regrets his decision. Microsoft, holding a 49% stake in OpenAI, has reportedly guaranteed positions for all OpenAI employees at a new AI subsidiary.

nytimes.com5 min read

02RESEARCH & INNOVATION

VIDEO LLAVA

LLaVa is a recipe for training a multi-modal model from a text model. It can now work with video. The resulting model (based on Vicuna) is extremely powerful and easily achieves state-of-the-art performance in video summarization and captioning.

github.com22 min read

TEACHING SMALL LANGUAGE MODELS TO REASON

The Orca models are a set of small models from Microsoft that excel at reasoning tasks. There has been concern about validity because much of the information was kept closed. Orca 2 has now been released and the model is available on HuggingFace. It demonstrates good performance for its size, outperforming several larger models on reasoning benchmarks.

microsoft.com12 min read

03ENGINEERING & RESOURCES

TLDRAW MAKE IT REAL STARTER

tldraw made a viral app recently that allows users to design software quickly with its paint-like interface and then use GPT-V to generate code for a web version of the design. It works surprisingly well and generates robust and working code. It also takes natural language instructions.

github.comGitHub repository

AI EXPLOITS

A list of exploits that have been found and responsibly disclosed in AI applications.

github.comGitHub repository

04MISCELLANEOUS

OPENAI’S MISALIGNMENT AND MICROSOFT’S GAIN

Microsoft has dramatically altered the AI landscape by acquiring key personnel and IP from OpenAI, including co-founders Sam Altman and Greg Brockman, following Altman's firing and Brockman's resignation from OpenAI, which was struggling with its non-profit model and internal conflicts.

stratechery.com12 min read

BAIN CAPITAL VENTURES LAUNCHES BCV LAB

Bain Capital Ventures has created a new AI incubator and technical community called BCV Labs, offering office space, events, a fellowship program, GPU credits, and recruiting support, along with funding.

news.crunchbase.com1 min read

AGI’S IMPACT ON TECH, SAAS VALUATIONS

The rapid advancement of AI, particularly AGI, could significantly impact the valuation of SaaS and tech companies by increasing competition, compressing margins, and reducing the demand for traditional project management and CRUD apps, while also challenging incumbents with new AI-native startups and self-serve app creation, ultimately leading to a shift in the software value chain.

nextword.substack.com5 min read