AI News Today

ChatGPT and other AI models are now authoring and editing much of the new web.

Liquid AI released speculative-decoding draft checkpoints for three models in its LFM2.5 family on August 20, 2026, reporting throughput gains of up to 3.18x on a single H100 GPU and up to 2.87x on an Apple-silicon MacBook, with no change to model outputs. The LFM2.5-DSpark release covers drafters for LFM2.5-1.2B-Instruct, LFM2.5-2.6B, and the mixture-of-experts LFM2.5-8B-A1B, each adding roughly 300 million parameters of draft overhead on top of the target model. The checkpoints ship in…

As AI becomes smarter, it is easier to forget the crucial difference between intelligence and awareness.

The U.S. government on Wednesday warned of an "active threat" targeting critical infrastructure organizations in the country using artificial intelligence (AI)-generated exploit scripts. The activity is targeting Siemens S7 SeriesProgrammable Logic Controllers (PLCs) to conduct reconnaissance and capability development using AI-generated scripts disguised as legitimate monitoring tools. That

Ramp has launched its own AI model routing service, dubbed Router, that lets users and companies use and switch between various large language models via an API.

Per-process NPU metrics arrive as one more venerable Windows utility risks feature bloat

AI agents can take actions that do not match your organization's policies. Policy in Amazon Bedrock AgentCore lets teams enforce controls across agents, now including time-based constraints. This post shows how Policy Authoring turns natural-language policy documents into correct Dogwood policies, with worked examples and best practices.

What a production incident taught me about trusting a model to judge another model's work The post The LLM Judge That Kept Agreeing With Itself appeared first on Towards Data Science .

Meta is bringing Pocket, its experimental app for generating and sharing small interactive games from text prompts, to users across the United States. The app, which Meta first listed on June 29, 2026 with availability limited to Brazil, began its U.S. rollout on August 20, 2026. Meta's own Help Center page for Pocket defines the app's unit of content: "A gizmo is an interactive, playable AI-generated experience." Users create gizmos by typing a description of what they want, and the app…

Scaling agentic AI across an enterprise requires patterns that preserve flexibility while avoiding vendor lock-in. In this second post of our multi-agent series, we examine how ML teams operate many agentic AI systems across a multi-everything environment of frameworks, models, and providers, and the principles that let those systems scale together.

Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handle discovery, infrastructure as code generation, portfolio governance, and post-migration operations, reducing IaC development time from weeks to minutes.

Claude Design is an extremely valuable tool for quick design exploration. While many product teams use it to prototype web or mobile… Continue reading on UX Planet »

Robot.com has signed a seven-year commercial agreement with Sodexo to expand autonomous delivery across Sodexo-operated college campuses in North America, a contract the company describes as its largest single enterprise deployment. Announced August 20, 2026, the deal extends a partnership that began in 2021 and broadens it for the first time beyond delivery into robot-carried advertising. The agreement continues Sodexo's use of Robot.com's Level 4 autonomous delivery robots across its managed…

If you're not happy with the algorithm on your Discover page, you can now tell Google what you want in your own words.

Meta is bringing Pocket, its experimental AI-powered app for creating and sharing interactive games, to users across the U.S. after quietly testing it in Brazil.

AWS offers a broad portfolio of vector search built directly into the databases and storage services you already use, with no standalone vector database or data migration required. This post covers six purpose-built services, a decision framework for choosing the right engine, and customer proof points for each.

The Q7 M5+ is a strong value robot vacuum for households that want reliable mapping and an auto-empty dock without flagship pricing.

Recommender systems (RecSys) are one of the most ubiquitous machine learning problems in the consumer internet industry yet notoriously difficult to train and...

Google built a special exercise experience into the Pixel Watch 5 to make strength training a little less daunting.

It's been slow going, but it looks like Tesla's Robotaxi fleet in Austin is operating fully autonomously.

TL;DR The AI model landscape never stops moving, and the software stack that runs those models is always a step behind: even on a mature compilation stack, a new model...

OpenAI has had a hell of a year. The company spent months battling former cofounder Elon Musk in a sensational jury trial, was hit with a high-profile trade secrets lawsuit from Apple, and faced widespread scrutiny after an unreleased model hacked another AI company. As it prepares for an IPO, a steady string of executives […]

Article URL: https://www.youtube.com/watch?v=P0GXwKlg3pU Comments URL: https://news.ycombinator.com/item?id=49376251 Points: 2 # Comments: 0

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Google's new HiLight notification LED on the Pixel 11 Pro is nearly useless. Out of the box, the only two things it can glow for are when the phone is face down and you're interacting with Gemini, or when you get a call from a favorite contact. And even then, it can only glow one […]

Article URL: https://github.com/zachahn/vomit Comments URL: https://news.ycombinator.com/item?id=49375996 Points: 90 # Comments: 84

Developers can now invite the whole team along for their quality time with the coding bot

Enterprise Document Intelligence [Vol.1 #14A] - Three questions tell you which shape a document collection has, and each shape wants a different architecture The post Three Kinds of RAG Corpus, and What It Costs to Build for the Wrong One appeared first on Towards Data Science .

<p>Trade body says local chains would have to balance concerns with potential benefits of AI-enabled technology</p><p>Cinemas across the UK are considering banning customers from wearing Meta’s smart glasses amid fears they could be used to pirate films.</p><p>The UK Cinema Association (UKCA) trade body said that a number of local chains could end up introducing policies that restrict camera-enabled smart glasses at the big screen, adding to a growing list of venues concerned about covert use.</

AI is like a genie. The way in which algorithms grant our wishes may make us regret letting them out of the bottle. The post Long Foreseen, the Problem of AI Alignment Is Finally Reality. Solving It Won’t Be Easy. appeared first on SingularityHub .

Article URL: https://app.verbagpt.com Comments URL: https://news.ycombinator.com/item?id=49375513 Points: 2 # Comments: 0

This was a week of quiet aftermath, an opportunity to process recent events and start to figure out the path forward.

Serval is making Catalyst , its AI agent for building enterprise automations, generally available Thursday and enabling it by default for customers — allowing teams of AI agents to decide what should be automated and then build the automation itself. Catalyst sits above Serval’s AI-native service management platform as an admin-facing “super agent.” It can inspect ticket history, standard operating procedures or natural-language instructions, identify recurring work, and draft the workflows, ski

Adversa AI has disclosed an attack technique that it says can cause xAI's Grok chatbot to send a user's name, approximate location, subscription tier, and the prompts from the ongoing conversation to an attacker-controlled server after the user asks it to summarize an ordinary web page. The AI security company, which has codenamed the technique "Cryptographic Context Injection," said the

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Kimi K3 and GLM-5.3 are now within striking distance of the best US models. Western labs blame distillation, and there's real evidence for it. But guilty or not, the conclusion is the same: a model lead can't be defended. This issue looks at what can. The article Frontier Radar #4: China has caught up, so what's left of the Western AI lead? appeared first on The Decoder .

Computer scientist Melanie Mitchell discusses why artificial intelligence doesn’t “think” or “reason” like humans, and how we can create better methods for measuring machine cognition. The post Are We Thinking Correctly About AI Intelligence? first appeared on Quanta Magazine

Article URL: https://sgoedecke.github.io/watermark-quiz/ Comments URL: https://news.ycombinator.com/item?id=49374729 Points: 7 # Comments: 4