Superwhisper has launched the S1 family of models: S1-Voice, S1-Language, and S1-mini. S1-Voice is a cloud speech-to-text mannequin, and S1-Language is a cloud instruction-following mannequin for cleanup and formatting. The one that’s fairly fascinating exterior the app is S1-mini, launched with open weights on Hugging Face. S1-mini is a 0.6B textual content normalizer, not a…
PDFs sit at the finish of just about each workflow. Contracts, invoices, analysis papers, scanned consumption types, manuals, and compliance filings all arrive as PDFs. The format is superb at freezing a structure. It is way worse at letting you alter one quantity inside that structure. That hole has develop into extra seen as language…
Liquid AI has launched DSpark draft mannequin checkpoints for 3 fashions in its LFM2.5 household: LFM2.5-1.2B-Instruct, LFM2.5-2.6B, and LFM2.5-8B-A1B. Each drafter provides a speculative decoding path to an current goal mannequin. A roughly 300M-parameter draft proposes a block of 9 candidate tokens, and the goal mannequin verifies the entire block in a single ahead move….
Every workforce that ships agent “skills” has the identical story. Drop in a folder of structured data, watch the success fee climb, and assume the agent lastly realized one thing. But a brand new paper means that the story is generally flawed, and the actual rationalization is quite a bit stranger… What the researchers really…
Amazon plans to increase its Prime Air drone supply service to practically 500 cities and cities throughout the US by the tip of 2026. That build-out quantities to six occasions the variety of areas Prime Air serves as we speak, extending the choice to communities with tens of tens of millions of consumers, in accordance…
Ask any AI leader for his or her roadmap and the slides arrive inside minutes, often with a slide titled “imaginative and prescient” and a emblem cloud no person fairly remembers approving. Ask what occurs the second an agent makes a nasty name at 2 am with actual credentials, and the room goes quiet in…
Stripe has agreed to purchase OpenRouter, an AI model-routing platform that provides builders entry to lots of of fashions by way of a single interface. The deal provides model choice and routing to Stripe’s present work round AI utilization and token-based billing. OpenRouter helps greater than 400 fashions from over 80 suppliers, in accordance to…
The United Arab Emirates (UAE) has been early in adopting synthetic intelligence for 9 years. It revealed a nationwide AI technique in October 2017 and, days later, created a ministerial submit to run it, making Omar Sultan Al Olama the world’s first minister of state for synthetic intelligence at 27. In the years since, it…
In this tutorial, we design an end-to-end preference-learning workflow utilizing the Anthropic HH-RLHF dataset and Direct Preference Optimization (DPO). We start by making ready a sturdy Colab surroundings, loading and parsing chosen–rejected response pairs, and auditing the dataset for structural and length-based choice biases. We then run lexical shortcut diagnostics to find out whether or…
Advertising inside ChatGPT arrived with a promise that the assistant already is aware of what the consumer needs. So far, that hasn’t completely been the case. Searchable, the AI visibility platform, analysed greater than 11,000 ads served inside actual ChatGPT conversations between 4 July and 4 August 2026, pairing each advert with the dialog it…