Author: Hunter
-
Diagnosing and Self- Correcting LLM Agent Failures: A Technical Deep Dive into τ-Bench Findings with Atla’s EvalToolbox
Deploying large language model (LLM)-based agents in production settings often reveals critical reliability issues. Accurately identifying the causes of agent failures and implementing proactive self-correction mechanisms is essential. Recent analysis by Atla on the publicly available τ-Bench benchmark provides granular insights into agent failures, moving beyond traditional aggregate success metrics and highlighting Atla’s EvalToolbox approach.… Read more
-
Automakers can’t figure out what the hell is going on with Trump’s tariffs
New Kia vehicles at the Port of Seattle in Seattle, Washington, US, on Wednesday, April 16, 2025. It started last week with Tesla, followed quickly by General Motors, Mercedes-Benz, and Volvo. Automakers across the spectrum are pulling their guidance for the year because they can’t figure out how to accurately plan for the future thanks… Read more
-
Duolingo just added 148 new courses in its biggest update ever – thanks to AI
The new courses are primarily for beginning-level speakers. Here’s what they include. Read more
-
Want to run your favorite local AI models on Linux? This app makes it easy
With GPT4ALL, you can easily switch between local LLMs like Llama, DeepSeek R1, Mistral Instruct, Orca, and more. Here’s how to install and use this handy desktop app. Read more
-
WhatsApp is working on private AI chats in the cloud
Meta announced a new WhatsApp feature it says is a private way to interact with Meta AI. Called “Private Processing,” the feature is totally optional, launches in the “coming weeks,” and neither Meta, WhatsApp, nor third-party companies will be able to see interactions that use it, according to the release. Meta says users can “direct… Read more
-
DeepSeek Unveils DeepSeek-Prover-V2: Advancing Neural Theorem Proving with Recursive Proof Search and a New Benchmark
DeepSeek AI has announced the release of DeepSeek-Prover-V2, a groundbreaking open-source large language model specifically designed for formal theorem proving within the Lean 4 environment. This latest iteration builds upon previous work by introducing an innovative recursive theorem-proving pipeline, leveraging the power of DeepSeek-V3 to generate its own high-quality initialization data. The resulting model achieves… Read more
-
Google confirms it’s close to getting Gemini support on iPhones
Google is close to striking a deal with Apple to integrate Gemini into the iPhone. During the search monopoly trial on Wednesday, Google CEO Sundar Pichai confirmed the company expects to strike a Gemini deal with Apple by the middle of this year and suggested it would roll out by the end of 2025. The… Read more
-
These Startups Are Building Advanced AI Models Without Data Centers
A new crowd-trained way to develop LLMs over the internet could shake up the AI industry with a giant 100 billion-parameter model later this year. Read more
-
Cómo justificar nuevas contrataciones en el equipo de TI en la era de la IA generativa
Si la inteligencia artificial está llamada a ser la próxima gran revolución en entornos digitales de trabajo —y cuáles no lo son hoy en día—, la IA generativa se ha convertido en la punta de lanza de este cambio. La última edición del TechRadar by Devoteam 2025 avanza cómo la transformación digital de las empresas… Read more
-
GPT-4o update gets recalled by OpenAI for being too agreeable
Users complained GPT-4o was too ‘sycophantic.’ Here’s why and what happens now. Read more