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Vercel Blog

Muse Spark 1.3 now available on AI Gateway

Muse Spark 1.3 from Meta is now available on AI Gateway, in both the standard and contributor pricing tiers. This model improves on prior Muse Spark models at agent work and coding, with a 1M token context window and text, image, and PDF input. On coding it takes fewer turns and writes less filler than the previous release. To use Muse Spark 1.3, set model to meta/muse-spark-1.3 : Contributor tier Muse Spark 1.3 Contributor is a pricing tier on the same model rather than a separate one, with the

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Vercel Blog

Gemini 3.8 Flash now available on AI Gateway

Gemini 3.8 Flash from Google is now available on AI Gateway. The model is 50% off through December 31st. It has a 1M token context window, accepts text, image, PDF, and video input, returns text, and supports tool calling and web search. Maximum output is 65,536 tokens. Gemini 3.8 Flash improves on prior Flash models at software engineering, agent work, and multi-step reasoning, at the same speed and cost as the previous release. Thinking is on by default. To use Gemini 3.8 Flash, set model to g

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Simon WillisonLLMs

Claude Fable 5.1 made me a really nice animated pelican

<p>Today is <a href="https://www.anthropic.com/claude-fable-and-mythos-5-1">Claude Fable (and Mythos) 5.1 day</a>. Anthropic say that Fable 5.1 "sets a new standard for coding, knowledge work, and long-running problem-solving tasks". Their announcement spends a notable amount of time on scientific research, boasting of a 52.6% score on the brand new <a href="https://www.terminal-bench-science.ai">Terminal-Bench-Science 0.1</a> benchmark (first announced <a href="https://www.tbench.ai/news/termin

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Singularity Hub

Content for Clicks: AI Is Tearing Up the Web’s Social Contract

As AI eats traffic, the best sites are locking it out, making reliable information harder to find. The post Content for Clicks: AI Is Tearing Up the Web’s Social Contract appeared first on SingularityHub .

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Content for Clicks: AI Is Tearing Up the Web’s Social Contract
Unite.AI

Aramco Digital and Avathon Partner on Autonomous Operations AI

Aramco Digital and Avathon on September 1, 2026 announced a strategic partnership to accelerate Industrial AI adoption across energy, mining, aerospace and transportation sectors in Saudi Arabia and global industrial markets. The agreement pairs Aramco Digital, a Saudi Industrial AI company, with Avathon, a Pleasanton, California firm that describes itself as a provider of autonomy for operations. The companies framed the deal around combining Aramco Digital's industrial expertise and…

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Aramco Digital and Avathon Partner on Autonomous Operations AI
Unite.AI

Anthropic Debuts Claude Fable 5.1 and Mythos 5.1 With Split Safeguards

Anthropic announced Claude Fable 5.1 and Claude Mythos 5.1 on September 1, 2026. The two releases are configurations of the same underlying model with different levels of safeguards: Fable 5.1 is generally available, while Mythos 5.1 is restricted to Anthropic's trusted access programs, with safeguards designed to support work in cybersecurity and the life sciences. Anthropic described the pair as its most advanced models for coding and knowledge work, and said their research capabilities offer…

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Anthropic Debuts Claude Fable 5.1 and Mythos 5.1 With Split Safeguards
Unite.AI

OpenAI Connects Epic Health Records and Public Data to ChatGPT

OpenAI said on September 1, 2026 that healthcare organizations can now connect their Epic electronic health record environments to ChatGPT for Healthcare, alongside a new Healthcare Public Data plugin that links the workspace to nine official healthcare datasets. The announcement, published on OpenAI's newsroom, describes two complementary capabilities. The EHR integration brings authorized patient context from Epic into ChatGPT, while the public data plugin gives teams structured access to…

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OpenAI Connects Epic Health Records and Public Data to ChatGPT
NVIDIA BlogResearch

NVIDIA and CrowdStrike Strengthen Agentic Cybersecurity Frontier

“We’re at an inflection point in cybersecurity,” Jensen Huang told a sold-out crowd at CrowdStrike’s Fal.Con 2026 in Las Vegas Tuesday. Attacks are now automated. Defense has to be, too. The NVIDIA founder and CEO joined CrowdStrike CEO and founder George Kurtz to announce CrowdStrike SafeMind, its agentic cybersecurity system developed by the CrowdStrike Cyber […]

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NVIDIA and CrowdStrike Strengthen Agentic Cybersecurity Frontier
Product HuntTools

Relaticle

<p> Open-source CRM with approval-gated AI writes </p> <p> <a href="https://www.producthunt.com/products/relaticle?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1238864?app_id=339">Link</a> </p>

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Google AI BlogLLMs

The latest AI news we announced in August 2026

<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/August_AI_Recap_social.max-600x600.format-webp.webp">Here are Google’s latest AI updates from August 2026

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The latest AI news we announced in August 2026
The DecoderBusiness

Anthropic opens Claude AI text detection to regulators, media, fact-checkers, and others

Anthropic is launching an API that lets regulators, media outlets, and researchers check whether text carries Claude's digital watermark. The EU AI Act now requires invisible watermarks in AI-generated text. Critics warn the technology could hurt text quality and create transparency problems where contracts ban AI use. The article Anthropic opens Claude AI text detection to regulators, media, fact-checkers, and others appeared first on The Decoder .

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Anthropic opens Claude AI text detection to regulators, media, fact-checkers, and others
The DecoderBusiness

Anthropic's Claude Fable 5.1 promises better coding and research at up to 45 percent less

Anthropic launches Claude Fable 5.1 and Mythos 5.1, its most capable AI models yet. Fable 5.1 doubles its predecessor's score on Terminal-Bench-Science and improves agentic coding by over 30 percent. Costs drop by up to 45 percent for long, autonomous runs with many tool calls. The article Anthropic's Claude Fable 5.1 promises better coding and research at up to 45 percent less appeared first on The Decoder .

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Anthropic's Claude Fable 5.1 promises better coding and research at up to 45 percent less
BBC TechnologyGeneral Tech

Tech Life

AI can only communicate in languages that it's been trained on.

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Tech Life
Hacker News LLMLLMs

The failure your LLM dashboard can't see

Article URL: https://percentes.ai/writing/2026/the-failure-your-dashboard-cannot-see/ Comments URL: https://news.ycombinator.com/item?id=49527125 Points: 1 # Comments: 0

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Unite.AI

Google Pics Rolls Out to Workspace Customers and AI Subscribers

Google began rolling out Google Pics, its AI image creation and editing tool built on the company's Nano Banana model, to Google AI Pro and Ultra subscribers and most Workspace business customers on September 1, 2026. The tool works both as a standalone product and as an integration inside Google Docs and Slides, with Drive integration to follow in the coming weeks, Google announced. The rollout moves Pics beyond the limited Trusted Tester phase that began when Google first unveiled the tool at…

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Google Pics Rolls Out to Workspace Customers and AI Subscribers
Unite.AI

You.com Web Search Highlights Reaches 95.17% on SimpleQA

You.com on September 1, 2026 introduced a new extraction mode for its Web Search API called Highlights, reporting a 95.17% score on the SimpleQA benchmark and a 35% lower total query cost than Claude Sonnet 5's built-in web search in an independent evaluation. The feature is live through the API's extraction_mode parameter at the same $5 CPM pricing as the existing service, the company said. What Highlights Does The Web Search API returns structured web and news results for AI applications. By…

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You.com Web Search Highlights Reaches 95.17% on SimpleQA
VentureBeat

Frontier models can recover up to 65% of facts they can't directly recall — just by thinking longer

When large language models (LLMs) hallucinate, developers typically assume the model lacks the required facts. Engineering teams diagnose the error as missing knowledge. The standard response is to increase model size, expand training data, or build complex retrieval architectures. A new study by researchers at Google Research and Technion demonstrates that the knowledge is often not missing. The model has the information encoded parametrically but fails to surface it during generation. Their ex

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Frontier models can recover up to 65% of facts they can't directly recall — just by thinking longer
AWS Machine Learning Blog

Introducing Claude Fable 5.1 on AWS

Claude Fable 5.1 is now available on Amazon Bedrock and Claude Platform on AWS. This post covers Claude Fable 5.1's improvements, the Enterprise Frontier Safeguards for keeping your data in a cloud environment you control, and how to start building with the model on Amazon Bedrock.

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MIT Tech ReviewResearch

How AI plotted an interstellar journey to Alpha Centauri

A nonprofit organization called the Fermi Explorer Mission announced today that it intends to launch a spacecraft to our nearest star system by the end of 2029. It’s a hugely ambitious mission—if all goes well, the spacecraft could take up to 80,000 years to arrive at Alpha Centauri, which is 4.4 light-years away. And the…

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Product HuntTools

Tidy

<p> Fix grammar in any Mac app with free on-device AI </p> <p> <a href="https://www.producthunt.com/products/tidy-6?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1238755?app_id=339">Link</a> </p>

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Simon WillisonLLMs

Codex bundles LibreOffice

<p>I was poking around in my <code>~/.cache/</code> folder using <a href="https://www.omnigroup.com/more">OmniDiskSweeper</a> when I spotted something interesting. The OpenAI Codex desktop app (since <a href="https://help.openai.com/en/articles/20001276-moving-to-the-new-chatgpt-desktop-app">rebranded</a> to just ChatGPT) has 1.7GB of stuff in there in a folder called <code>codex-primary-runtime</code>, including a full Python installation, a full Node.js installation, and native binaries for <a

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VentureBeat

Closing an Azure OpenAI assistant's retrieval gap didn't take a new identity platform. It took one filter and a narrower assistant.

Egiziago Cioffi is the IT and Enterprise Architect and CEO of SynSphere Italia, a Microsoft partner based in Milan. He built an agent himself. He wrote the indexing job, configured the Azure OpenAI retrieval pipeline, connected it to SharePoint, and watched it pass every evaluation his team ran. His Azure OpenAI email assistant auto-resolves about 60% of inbound customer email, Cioffi told VentureBeat in written responses to our interview questions. The evaluation scores were clean, and the unit

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Closing an Azure OpenAI assistant's retrieval gap didn't take a new identity platform. It took one filter and a narrower assistant.
The Robot ReportRobotics

Top 10 robotics stories of August 2026

August 2026's top 10 stories included large funding rounds, updates in the humanoid robot industry, and the latest physical AI models. The post Top 10 robotics stories of August 2026 appeared first on The Robot Report .

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Top 10 robotics stories of August 2026
VentureBeat

Anthropic's Claude Fable 5.1 and Mythos 5.1 arrive with a 75% cost reduction for Fable cache reads

It's only the first day of September 2026, but the month and fall season are already off to the races in AI land, as Anthropic has just released its latest and most powerful large language models yet — Claude Fable 5.1 and Claude Mythos 5.1 . The two names refer to the same underlying model. Fable 5.1 is the generally available version, with Anthropic’s production safeguards in place. Mythos 5.1 is available through restricted-access programs for vetted cybersecurity and life-sciences organizati

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Anthropic's Claude Fable 5.1 and Mythos 5.1 arrive with a 75% cost reduction for Fable cache reads
Unite.AI

Anthropic Announces Enterprise Frontier Safeguards, Customer-Held Data

Anthropic on September 1, 2026, announced Enterprise Frontier Safeguards (EFS), an offering that combines the privacy of zero data retention with automated safeguards for detecting misuse by storing activity data in cloud infrastructure controlled by the customer rather than by Anthropic. The system will roll out to customers in phases beginning later in the fall of 2026. According to Anthropic, Mythos-class models such as Claude Fable 5.1 represent a major increase in intelligence and agentic…

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Anthropic Announces Enterprise Frontier Safeguards, Customer-Held Data
Unite.AI

Perplexity Introduces PII-TRACE Benchmark and PII-Tracer On-Device Detector

Perplexity on September 1, 2026, introduced PII-TRACE, a benchmark for evaluating detectors of personally identifiable information, and PII-Tracer, a compact 0.6B-parameter model built to flag PII on a user's device before text is sent to cloud models. The announcement frames both releases as privacy infrastructure for the company's hybrid compute architecture, in which cloud agents handle research, reasoning, and planning while a local model works with private files. Under that architecture, a…

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Perplexity Introduces PII-TRACE Benchmark and PII-Tracer On-Device Detector
Simon WillisonLLMs

GeoJSON Map Viewer

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/geojson">GeoJSON Map Viewer</a></p> <p>I was helping Natalie gather some maps of local political boundaries (for the <a href="https://granada.ca.gov">Granada Community Services District</a> and the <a href="https://midcoastcommunitycouncil.org">Midcoast Community Council</a>) and found a need to display some GeoJSON files on a map and export that as a PNG. I asked GPT-5.6-Sol for suggestions of tools and it proactively built one.

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Hacker News LLMLLMs

Show HN: Semantic Overlays – an NX bit for LLM prompt injection (live demo)

I've built a new method for steering LLMs called Semantic Overlays, small trained adapters on a frozen model which change how it perceives a piece of its context. The most readily applicable usage is to mitigate prompt injection, and it lets us take a very-injectable Qwen-3.5-9B to SOTA scores on all the prompt injection benchmarks I could find. (They are only blackbox attacks, but I did NOT train on anything like them — whitebox attacks are out of scope for this paper) I'm excited for you to pl

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