Salesforce plans to make investments $15 billion in San Francisco over the subsequent 5 years to assist companies undertake AI. The transfer underscores the corporate’s push to keep aggressive as AI turns into central to enterprise software program. Founded and headquartered in San Francisco since 1999, Salesforce has been including AI options throughout its merchandise,…
NVIDIA AI has launched Reinforcement Learning Pretraining (RLP), a coaching goal that injects reinforcement studying into the pretraining stage reasonably than deferring it to post-training. The core concept is easy and testable: deal with a quick chain-of-thought (CoT) as an motion sampled earlier than next-token prediction and reward it by the data achieve it supplies…
Tuning LLM outputs is essentially a decoding drawback: you form the mannequin’s next-token distribution with a handful of sampling controls—max tokens (caps response size beneath the mannequin’s context restrict), temperature (logit scaling for extra/much less randomness), top-p/nucleus and top-k (truncate the candidate set by chance mass or rank), frequency and presence penalties (discourage repetition or…
The free plan of HeraHaven is mainly a “dip-your-toes” expertise. You’ll get entry to the AI chat and picture instruments, however with some irritating limits — type of like being at an open bar the place you’re allowed one drink each hour. It’s sufficient to see if the vibes are proper, however you’ll rapidly hit…
Diving into the world of AI companions will be each thrilling and overwhelming. If you’re contemplating AIAllure, you’re most likely questioning whether or not the Free plan gives sufficient or if the Paid plan is definitely worth the funding. Let’s break it down. Free Plan: A Taste of What’s Possible Features: Single AI Companion: Create…
Soulgen’s bought this humorous means of pulling folks in—you present up considering, “let me simply toy with this free model,” and subsequent factor you realize you’re side-eyeing the premium button prefer it’s a dessert menu. I’ve been by that dance, so let’s break down the actual distinction between free vs paid subscription with out dressing…
ServiceNow Research has launched DRBench, a benchmark and runnable surroundings to judge “deep analysis” brokers on open-ended enterprise duties that require synthesizing information from each public net and personal organizational knowledge into correctly cited experiences. Unlike web-only testbeds, DRBench phases heterogeneous, enterprise-style workflows—information, emails, chat logs, and cloud storage—so brokers should retrieve, filter, and attribute…
In this tutorial, we discover Ivy’s outstanding skill to unify machine studying improvement throughout frameworks. We start by writing a totally framework-agnostic neural community that runs seamlessly on NumPy, PyTorch, TensorFlow, and JAX. We then dive into code transpilation, unified APIs, and superior options like Ivy Containers and graph tracing, all designed to make deep…
Meta AI has launched Agents Research Environments (ARE), a modular simulation stack for creating and operating agent duties, and Gaia2, a follow-up benchmark to GAIA that evaluates brokers in dynamic, write-enabled settings. ARE offers abstractions for apps, environments, occasions, notifications, and eventualities; Gaia2 runs on high of ARE and focuses on capabilities past search-and-execute. https://ai.meta.com/analysis/publications/are-scaling-up-agent-environments-and-evaluations/…
Microsoft AI launched MAI-Image-1, its first picture era mannequin developed solely in-house at Microsoft. The mannequin has debuted within the Top-10 of the LMArena text-to-image leaderboard (as of Oct 13, 2025). The mannequin is being examined publicly by way of the world to gather neighborhood suggestions and in keeping with Microsoft AI group, it must…