NVIDIA Nemotron 3 Ultra is offering leading performance at lower cost than top closed models with the largest and most widely adopted AI agent orchestration platform. LangChain tuned its Deep Agents harness for NVIDIA Nemotron 3 Ultra, achieving the highest accuracy among open models, while completing more tasks at higher throughput and running at 10x […]
<p><em>This is the meta post — the one that ties together everything from this series into a single, copy-pasteable setup guide. Each tool has install commands, each step says why it matters.</em></p> <p>I wrote this because I'm lazy. Turns out that's a quality in a developer. I want to bookmark this, point an agent at it on a new system, and have it set everything up. I'll spend a day debugging things that will save me ten minutes every day from then on. Fix and forget. Automate myself out of t
Vermilion Cliffs Ventures announced Wednesday the close of a $25 million Fund II.
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What if you had a drone that wasn't a buzzy, annoying fly people wanted to swat - but rather a cute dog that runs and jumps? What if it could do tricks on command, and film your tricks as well? What if it could get right back up after a nasty-looking crash, dozens of times […]
Map AI value, design workflows, redefine talent, upgrade the executive team, and measure the business impact. The post Redesign Work Before You Add More AI Agents appeared first on Towards Data Science .
Agentic systems often face a trade-off between accuracy and cost. The highest-performing proprietary frontier models and harnesses provide top accuracy but are...
Article URL: https://abralo.com/ Comments URL: https://news.ycombinator.com/item?id=48832797 Points: 1 # Comments: 1
Article URL: https://github.com/tibzejoker/brAIn Comments URL: https://news.ycombinator.com/item?id=48832740 Points: 1 # Comments: 0
Roborock took its flagship robot vacuum and really improved it, while keeping the same price. Here's how.
Google Deepmind is adding four new features to Managed Agents in the Gemini API. Agents can now run asynchronously in the background, connect directly to remote MCP servers, use custom functions alongside sandbox tools, and refresh credentials without losing state. The article Google Deepmind adds background execution and MCP support to Gemini API managed agents appeared first on The Decoder .
Article URL: https://github.com/mpashka/llm-wiki-tags Comments URL: https://news.ycombinator.com/item?id=48832670 Points: 1 # Comments: 0
Discord accidentally banned several thousand users who posted totally innocuous images, thanks to AI moderation.
As of July 8, get the Dreame L60 Ultra robot vacuum and mop for $130 off at Amazon.
Your identity stack was built for two kinds of actor. Agents are a third. An engineer ships an agent to production this week. It needs to call an internal API, so it uses the key already sitting in the engineer’s environment. The agent runs. It also now holds every permission that engineer holds. That is... The post Your identity stack was built for two kinds of actor. Agents are a third. appeared first on DataRobot .
Article URL: https://parchmint.app Comments URL: https://news.ycombinator.com/item?id=48832387 Points: 1 # Comments: 0
I’ve recently been doing a lot of reading about provenance tracking, content authenticity, and AI model training policy enforcement and started working on PACT in an attempt to address some of the issues I saw. PACT is an open-source toolkit for signing content claims, attaching machine-readable policy metadata to files, and verifying those claims against a hosted trust registry. The initial use case is AI-training policy/provenance: for example, letting a content creator publish a signed “no co
Article URL: https://github.com/engramma-ai/engramma-memory Comments URL: https://news.ycombinator.com/item?id=48832313 Points: 1 # Comments: 0
GAAIA is the best federal frontier AI safety framework yet proposed, but its sweeping preemption of state AI laws makes it net-negative as written.
Article URL: https://clinicsflows.com Comments URL: https://news.ycombinator.com/item?id=48832231 Points: 1 # Comments: 0
Hi I’m Marco, co-founder of Exmergo. Me and my team created Dex to help Analytics Engineers do real work with Claude Code (and any other coding agent). We’ve found that Data and Analytics teams are stuck between a rock and a hard place cost-wise: - On one side, they are using some of the most expensive consumption-billed software on the planet (Snowflake, Databricks etc.). - On the other side, Anthropic and Open AI want you to tokenmax (and with data analytics it’s very easy to burn your context
<p>Meta said it was working with officials to be a ‘good neighbor’ and drinking water supplies were not affected</p><p>Officials in Wyoming said a contractor for <a href="https://www.theguardian.com/technology/mark-zuckerberg">Mark Zuckerberg</a>’s tech company, <a href="https://www.theguardian.com/technology/meta">Meta</a>, flushed bacteria-contaminated water into public sewers during construction of a controversial new AI <a href="https://www.theguardian.com/us-news/datacenters--us-">datacente
Article URL: https://github.com/skyllc-ai/UltraFastFileSearch Comments URL: https://news.ycombinator.com/item?id=48832105 Points: 1 # Comments: 1
'GhostApproval' problem highlights human-in-the-loop fails
National vulnerability database claims monitoring mechanism can forward Chinese users' data to remote servers
Article URL: https://github.com/JJardine919/voodoo-aoi Comments URL: https://news.ycombinator.com/item?id=48832055 Points: 1 # Comments: 0
Article URL: https://uiprompt-olive.vercel.app Comments URL: https://news.ycombinator.com/item?id=48831820 Points: 1 # Comments: 0
Why small samples can produce large correlations by chance, and why large does not always mean meaningful The post Inside the Subspace Where Spurious Correlations Are Born appeared first on Towards Data Science .
Learn how OpenAI approaches government and national security partnerships, with principles for responsible AI use, democratic accountability, and public safety.
<pre style='white-space:pre-wrap;width:81ex'>fix: harden web fetch HTML conversion [AI] (#102033) * fix: harden web fetch html conversion * fix: consume malformed html tag tails * fix: consume invalid html tag spans * fix: preserve html scanner edge cases * fix: preserve title-only html fallback * fix: harden html scanner malformed tokens * fix: close html scanner review gaps * fix: keep malformed html raw text hidden * fix: keep html scanner comment content hidden * fix: skip unsupported html a
So we have arrived at a point, our agent neeeds to interact with real production database. So if you have implemented agents beyond the prototype stage, 1. what does your architecture is like, 2. any guardrails or runtime we need to custom build and 3. problems you have faced when it reached production. So this is my first time implementing agents in production so rather than product recommendations please do give your learnings from real implementation. Client: a smb(mostly internal work) Comme
Elon Musk says SpaceXAI's chatbot Grok 4.5 will launch on Thursday, July 9.
Now that code is so cheap, I feel like the real work is the spec, the context, the plan (aka the prompt) you hand over to the AI agent. That's where you decide what's actually getting built and how. That step still seems to be completely individual. You write it alone, the plan you formulate is local and private, and your coworkers only see the result when the PR is opened. On a team, that's the exact moment alignment should happen, and it's the one place we don't work together nowadays. GitHub
Article URL: https://github.com/aifunc-dev/aifunc/ Comments URL: https://news.ycombinator.com/item?id=48831383 Points: 1 # Comments: 0
<p>Political campaigns are increasingly deploying AI and deepfakes to further their messaging, and the scale of spread has experts concerned </p><p>From the comfort of his bed, Jonathan Rinaldi, a political candidate for a city council seat in Queens, New York, tinkered away on his iPhone, prompting an artificial intelligence chatbot to mock up fake news hits and endorsements he had never received.</p><p>During the campaign last October, Rinaldi shared one of those stories, made to appear real w
The developer tools startup said it's building better infrastructure for a future run by coding agents.
Cloudflare Research is building a global consensus service called Meerkat that uses a new consensus algorithm called QuePaxa. We plan to use Meerkat to build a strongly consistent, fault-tolerant key-value store, and other applications.
A new analysis from OpenAI reveals issues in SWE-Bench Pro, a popular coding benchmark, raising concerns about reliability and accuracy in evaluating AI models.
When it comes to achieving artificial general intelligence (AGI), large language models just don’t have what it takes. Models like ChatGPT and Claude are great at text, but they’re less skilled at understanding how things actually move through space and time — an essential skill for producing intelligence that generalizes. That gap, it turns out, might be filled by gaming data. That’s the bet behind General Intuition, a […]
