Models & Releases

A New Chatbot Wants to Unlock the Secrets in Tattered Ancient Greek Records

In the hope of uncovering new details about ancient life, researchers have developed a large language model that fills in the gaps in papyrus fragments.

Get smart on it

Researchers have developed a large language model trained on hundreds of millions of ancient Greek words to help scholars restore damaged papyrus fragments by filling in missing text. The model proposes the most statistically likely words or passages to complete gaps in tattered documents, potentially revealing new historical details without requiring the rare expertise currently needed for this painstaking restoration work. Scholars will use the model through a chatbot interface to more quickly identify relevant papyrus fragments and focus on interpreting their historical significance rather than deciphering what the documents say. The model is designed to offer multiple word options for human scholars to choose between, ensuring that human expertise remains central to the process and preventing the historical record from being corrupted by errors.

The biggest AI stories, once a day

One short email a day with the stories that matter. Free. Unsubscribe with one click.

Relevant courses

Want to go deeper than the news? Explore live, cohort-based AI courses taught by practitioners.

Browse AI courses on Maven
Related news
Models & ReleasesOpen story →

Anthropic releases new Mythos and Fable models amid RSI concerns

Anthropic says the new models "show improvements in areas like coding, reasoning, and vision," as well as in communicating more clearly with users.

Also reported by The Verge, SiliconANGLE and MarkTechPost

Models & ReleasesOpen story →

Runway’s Praxis-1 world action model for robotics is now available

Praxis-1 builds on Runway’s work as a founding member of the Cosmos Coalition, advancing open world models for physical AI. | Source: Runway Runway AI Inc. yesterday released Praxis-1, its world action model for robotics. The model is now available to developers with open weights under the Apache 2.0 license. Runway first announced Praxis-1 in September with launch partners including Noble Machines, Standard Bots, and Ultra. Since then, these companies have been running the model on their own ha

Models & ReleasesOpen story →

Google releases Gemini 4 Carbon with agent ‘swarm’ feature

Google is rolling out its latest AI model, Gemini 4 Carbon, to the general public after releasing it to a select group of "cybersecurity defenders" two weeks ago. Google claims Carbon is its "strongest model" yet, and capable of competing with the very best systems from Anthropic and OpenAI. Google says Gemini 4 Carbon "pushes the frontier even further" than Argon, referring to the company's other frontier model that launched only last month. The company said Argon will likely

Models & ReleasesOpen story →

Gemini 4 Carbon is now available

The latest version aims to deliver improved performance while reducing the computational resources and energy required for AI operations.

Models & ReleasesOpen story →

Google Launches Gemini Decisions API With Gemini Decision 1 at $0.10/M Tokens

Google has launched the Gemini Decisions API, powered by a new model, Gemini Decision 1 (gemini-decision-1). The Gemini Decisions API does not generate text. It scores up to 1,000 typed questions against one shared input and returns calibrated probabilities. For developers, this targets the small branching calls inside agents: routing, policy checks, tool selection and grading. Google prices it at $0.10 per 1M input tokens, with zero output tokens billed. TL;DR Size: Context is 262,144 t

Also reported by SiliconANGLE

Models & ReleasesOpen story →

Introducing AlphaProof Code: a breakthrough in verifying complex software at depth

AlphaProof Code agents wrote three million lines of proofs in Lean to verify Signal’s core encryption.