Latent Space

AIAI-generated summary OpenAI hosted a workshop titled New Ways of Working with Codex at the AI Engineer Code Summit. OpenAI Developer Experience engineers Dominik Kundel and Charlie Guo demonstrated new Codex features and voice mode capabilities.

AIAI-generated summary Latent Space discussed agent experience with Resend co-founder and CEO Zeno Rocha on its latest podcast episode. Resend says it had 4.3 million users and 120,000 paying customers at the time of the recording.

AIAI-generated summary NaiveAI has developed an open-weights model called Naive-N0.5-Flash for AI coding tasks, designed to generate a high number of tokens per second. The company states that the model aims to speed up engineering and research workflows to help teams iterate and solve complex problems faster.

AIAI-generated summary Anthropic has released the Claude Fable 5.2 and Mythos 5.2 models, bringing new artificial intelligence capabilities ahead of an expected market debut later this month. Anthropic says the new models offer faster generation speeds at a lower price, with Fable 5.2 capable of coordinating more than 1,000 agents simultaneously.

AIAI-generated summary Handshake AI reached one billion dollars in gross annualized revenue about a year after its launch, according to Garrett Lord and the team. The deep dive features demonstrations of reinforcement learning environments across finance, biology, coding, and safety alignment.

AIAI-generated summary Mihail Eric discusses how Stanford teaches AI-native engineering in the course CS146S by involving open-source maintainers in student code reviews. The interview also covers how Monaco builds agent workspaces and evaluates tools for engineering teams.

AIAI-generated summary Fabian Theis has been a key figure in the Virtual Cell concept and initiatives, shaping data collection and algorithms through his leadership at Helmholtz. The Biohub initiative recently drew attention following commitments totaling $1.8 billion from Biohub, NIH, DOE, Google, and Meta.

AIAI-generated summary Thinking Machines released Inkling 2 Small, a 594B-total and 17B-active multimodal MoE trained in 68 hours on 12T tokens. The model features a 1M context window and is available on Tinker with Apache 2.0 weights promised next week.

AIAI-generated summary Anthropic filed for its initial public offering on Oct. 26 without setting a price range or stating the size and valuation of its listing. Media reports indicate that a major tech stock selloff on Thursday could impact the timing and valuation of the planned offering.

AIAI-generated summary OpenAI says its security researchers built an autonomous pipeline that generated patches for 948 Linux kernel privilege-escalation bugs. Moonshot released weights for its Kimi K3.1 Pro model, which Modal describes as a post-training update with expanded RL for coding.

AIAI-generated summary Latent Space discussed weight-space programming experiments where frontier models edit small neural network weights directly without gradient training. Anthropic open-sourced a provable-inference system named FlashProve that verifies responses came from a specific model without revealing weights.

AIAI-generated summary Mistral released Mistral Large 4 (Le Chonk), a 1-trillion-parameter multimodal model, available with improved coding, cybersecurity, and reasoning efficiency. Mistral says the model leads open-weight benchmarks in coding and defensive security while offering three reasoning modes for cost-performance balance.

AIAI-generated summary According to community reports, large language models are rumored to directly read and edit the weights of neural networks. This capability allows models to potentially fix bugs and improve performance in a general direction.

AIAI-generated summary Legora released an AI agent for lawyers that drafts Word documents, reviews thousands of contracts, and coordinates work between lawyers and clients. The company passed $100 million in annual recurring revenue in April and raised a $550 million Series E at an $8.8 billion valuation.

AIAI-generated summary Supabase previews a new alpha runtime and a private alpha for Supabase Compute. Latent Space hosts Paul Copplestone and Ant Wilson to discuss Supabase and its recent announcements.