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Conntour uses AI models to let security teams query camera feeds using natural language to find any object, person, or situation.



Article URL: https://venturebeat.com/infrastructure/cloudflares-new-dynamic-workers-ditch-containers-to-run-ai-agent-code-100x Comments URL: https://news.ycombinator.com/item?id=47535575 Points: 5 # Comments: 0

Intercom is taking an unusual gamble for a legacy software company: building its own AI model. The 15-year-old massive customer service platform announced Fin Apex 1.0 on Thursday, a small, purpose-built AI model that the company claims outperforms leading frontier models from OpenAI and Anthropic on the metrics that matter most for customer support. The model powers Intercom's existing Fin AI agent, which already handles over two million customer conversations weekly. According to benchmarks shared with VentureBeat, Fin Apex 1.0 achieves a 73.1% resolution rate—the percentage of customer issues fully resolved without human intervention—compared to 71.1% for both GPT-5.4 and Claude Opus 4.5, and 69.6% for Claude Sonnet 4.6. That roughly 2 percentage point margin may sound modest, but it's wider than the typical gap between successive generations of frontier models. "If you're running large service operations at scale and you've got 10 million customers or a billion dollars in revenue,

The new model in CapCut will have built-in protections for making video from real faces or unauthorized intellectual property.

It's only the latest of several side project that the AI startup has ditched over the past week.

Mistral's new speech model can run on a smartwatch or a smartphone.

Accenture and Wharton mapped AI's impact across 18 industries, concluding: the smarter your agents get, the more irreplaceable your best humans become.

Article URL: https://daltlc.github.io/zephyr-framework/ Comments URL: https://news.ycombinator.com/item?id=47536065 Points: 1 # Comments: 0

Article URL: https://github.com/viftode4/trustchain Comments URL: https://news.ycombinator.com/item?id=47534586 Points: 1 # Comments: 0

Independent writers are using AI agents all throughout their reporting process. What’s the value of a human journalist, anyway?

Wikipedia will no longer allow editors to write or rewrite articles using AI. The update, which was added to Wikipedia's guidelines late last week, cites the tendency for AI-written articles to violate "several of Wikipedia's core content policies" as the reason for the ban. The change applies to the English version of Wikipedia and will still allow editors to use AI in certain scenarios. That includes using large language models to "suggest basic copyedits" to their writing, but only if it "does not introduce content of its own." Editors can also use AI to translate articles from another language's Wikipedia into English. However, they sti … Read the full story at The Verge.

As Large Language Models (LLMs) expand their context windows to process massive documents and intricate conversations, they encounter a brutal hardware reality known as the "Key-Value (KV) cache bottleneck." Every word a model processes must be stored as a high-dimensional vector in high-speed memory. For long-form tasks, this "digital cheat sheet" swells rapidly, devouring the graphics processing unit (GPU) video random access memory (VRAM) system used during inference, and slowing the model performance down rapidly over time. But have no fear, Google Research is here: yesterday, the unit within the search giant released its TurboQuant algorithm suite — a software-only breakthrough that provides the mathematical blueprint for extreme KV cache compression, enabling a 6x reduction on average in the amount of KV memory a given model uses, and 8x performance increase in computing attention logits, which could reduce costs for enterprises that implement it on their models by more than 50%

The enterprise voice AI market is in the middle of a land grab. ElevenLabs and IBM announced a collaboration just this week to bring premium voice capabilities into IBM's watsonx Orchestrate platform. Google Cloud has been expanding its Chirp 3 HD voices. OpenAI continues to iterate on its own speech synthesis. And the market underpinning all of this activity is enormous — voice AI crossed $22 billion globally in 2026, with the voice AI agents segment alone projected to reach $47.5 billion by 2034, according to industry estimates. On Thursday morning, Mistral AI entered that fight with a fundamentally different proposition. The Paris-based AI startup released Voxtral TTS, what it calls the first frontier-quality, open-weight text-to-speech model designed specifically for enterprise use. Where every major competitor in the space operates a proprietary, API-first business — enterprises rent the voice, they don't own it — Mistral is releasing the full model weights, inviting companies to

Lyria 3 is now available in paid preview through the Gemini API and for testing in Google AI Studio.
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The site, whose policies are subject to change, has struggled with the issue of AI-generated writing.

Second-generation Ray-Ban Meta glasses. | Photo by Amelia Holowaty Krales / The Verge This is Lowpass by Janko Roettgers, a newsletter on the ever-evolving intersection of tech and entertainment, syndicated just for The Verge subscribers once a week. Meta and its AI glasses hardware partner EssilorLuxottica are getting ready to launch the next generation of their Ray-Ban AI glasses. That's according to a series of FCC filings for two new Meta Ray-Ban models that were published by the agency earlier this month. The filings describe the tested devices as production units, suggesting that Meta may launch them soon. When the company unveiled its second-generation Ray-Bans in late 2023, it did so a little over a month after the … Read the full story at The Verge.

Google is expanding access to Search Live, a feature that lets you search for information using your voice and camera. The AI search assistant is now available in more than 200 countries and territories, as well as dozens of languages, according to an announcement on Thursday. Search Live rolled out broadly in the US last September, allowing you to point your phone's camera at something and ask about it aloud, such as how to install a shelving unit. The AI assistant will then offer an audio response, along with links to information it finds on the web. Video: Google Google says it's powering the global expansion of Search Live with its new … Read the full story at The Verge.

The startup says its “AI-native” model can deliver faster access to care while keeping clinicians in control of treatment decisions.

Canvas, Webtoon's platform for user-uploaded comics, is about to get a major overhaul that's designed to help creators make more money and share their art with a wider audience. Today, Webtoon announced its plans to roll out a number of new features for Canvas that will make it easier for artists to build global followings and gain a deeper understanding of who's engaging with their work. Soon, manga creators who upload their work to Canvas will be able to use an AI-powered translation tool to localize their scripts into English, Spanish, French, Indonesian, Thai, Traditional Chinese, and German. A beta version of the translation feature - … Read the full story at The Verge.

Part of a growing wave of startups rethinking how AI is computed, Normal Computing is betting on new architectures to move beyond GPUs.

Notion Capital is leading the round into the software startup that helps companies monitor their benefits offerings

AI companion platforms like OhChat and SinfulX are offering adult creators digital twins, who are always at their peak and stay monetizing.

Sanders, Ocasio-Cortez push bill to impose AI data center moratorium AP News

Teens get probation after using AI to create fake nudes of classmates AP News

“If you take Dario, Sam, you take all the evangelists. I think they are literally consciously pulling back on their predictions,” Mark Warner said.

The US senator said on Tuesday that a moratorium would give lawmakers time to "ensure that AI is safe." Alexandria Ocasio-Cortez will introduce a similar bill in the House in the weeks ahead.

First ever abliteration of NVIDIA's Nemotron-3 Nano 4B, and the first public abliteration to tackle GenRM removal. Aggressive = no refusals; no personality changes and no alterations. The ORIGINAL NVIDIA release, just completely uncensored. https://huggingface.co/HauhauCS/Nemotron3-Nano-4B-Uncensored-HauhauCS-Aggressive 0/465 refusals. Fully unlocked with zero capability loss\*. Asterisk is here on these. I haven't encountered any degenerated output, loss of coherence, looping, etc however due to GenRM, I can't guarantee and as a single person, I have limited time/resources. What is GenRM and why does it matter? NVIDIA baked a generative reward model (GenRM) into Nemotron that acts as a second layer of censorship. Even after abliteration removes the base model's refusals, GenRM re-introduces them at generation time. You can literally see it happen when the model reasons through your request normally in the Chain-of-Thought, then does a complete 180 in the actual output. CoT says "

European lawmakers have voted to delay key parts of the EU AI Act, the bloc's flagship law for regulating artificial intelligence, while also backing proposals to ban nudify apps. The measures, approved by a large majority in the European Parliament, would push back compliance deadlines for developers of high-risk AI systems - those deemed to pose a "serious risk" to health, safety, or fundamental rights - until December 2027. Companies developing AI systems covered by sector-specific safety rules like toys or medical devices would have even longer to comply, with a proposed deadline of August 2028. Rules requiring providers to watermark A … Read the full story at The Verge.