Vortex Next Gen Trends
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Meta introduced LlamaFirewall: An open source guardrail system for building secure AI agents

Mitigates risks such as prompt injection, agent misalignment, and insecure code risks through three powerful guardrails.

GitHub.
Paper.
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Meta Locate 3D: A model for accurately localizing objects in 3D environments.

Learn how Meta Locate 3D can help robots accurately understand their environments and interact more naturally with humans.

You can download the model and dataset at https://go.fb.me/je2t32
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Create applications IN SECONDS β€” a new neural network Appalchemy has been released.

AI ITSELF will come up with the design and features of the application based on your description β€” all you have to do is admire the finished layout or ask for edits.

It can be used for free http://appalchemy.ai/
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Meta just released new models, benchmarks, and datasets that will transform the way researchers approach molecular property prediction, language processing, and neuroscience.

1. Open Molecules 2025 (OMol25): A dataset for molecular discovery with simulations of large atomic systems.

2. Universal Model for Atoms: A machine learning interatomic potential for modeling atom interactions across a wide range of materials and molecules.

3. Adjoint Sampling: A scalable algorithm for training generative models based on scalar rewards.

4. FAIR and the Rothschild Foundation Hospital partnered on a large-scale study that reveals striking parallels between language development in humans and LLMs.
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Nvidia has made the world happy: the most powerful speech recognition model is absolutely FREE and right in your browser!

Forget about paid services! This new product will decipher anything without further ado: videos, podcasts, lectures, chatter with friends and even the cacophony of the streets. It understands sarcasm (well, almost), places commas like a hereditary philologist, and marks time periods like an experienced director.

It doesn't matter what the input is: song lyrics, a stream of numbers or a multi-hour discussion - this beast weighs only 2 GB and is ready to work.

Test it online in a browser or download it to your computer

https://huggingface.co/spaces/nvidia/parakeet-tdt-0.6b-v2
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OpenAI introduced AI agent codex.

it is a software engineering agent that runs in the cloud and does tasks for you, like writing a new feature of fixing a bug.

U can run many tasks in parallel. Starting to roll out today to ChatGPT pro, enterprise, and team users.
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AI now makes 4K video: in the SkyReels V2 update, you can make videos in the highest quality

Voice, script, lip sync, music and video - all in one service and without restrictions.

https://www.skyreels.ai/home
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RECURSE is the world's first track born from a collaboration between a human and quantum AI.

British artist ILΔ€ and startup Moth used the Archaeo machine learning platform, which runs on a quantum computer. Unlike common AI generators such as Suno and Udio, which are trained on huge amounts of data, Archaeo trained only on ILΔ€'s music. This allowed quantum algorithms to capture the unique nuances of the artist's work and create more "human" music, avoiding issues with ethics and copyright.
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Adobe introduced HUMOTO, 4D dataset for human-object interaction, developed with a combination of wearable motion capture, SOTA 6D pose estimation vision models, LLM, and the professional refining works of multiple animation studios.

HUMOTO features:
1. Over 700 diverse daily activities
2. Interactions with 60+ objects, 70+ articulated parts.
3. Fine-grained text annotations
4. Detailed hand and finger movements.
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Google is launching their own coding agent, Jules, at I/O today

It lets you make changes to your GitHub repos with English prompts in a VM using Gemini 2.5 Pro. It's Google’s version of Devin.

Here's the leaked official repo of prompts it can do.
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What if I told you this viral music video was made with zero filming, zero crew… and just one AI tool? See full tutorial!
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‼️ HOLLYWOOD IS IN IT! Google's new Veo 3 neural network can now not only create cinematic videos, but also voice them with real people's voices

β–Έ The recently updated Veo 3 can now generate sound effects, background noise, and even dialogue based on your requests

β–Έ The model also perfectly perceives complex instructions and accurately reproduces the sequence of events, simplifying the creation of realistic scenes with reliable movement and sound

Considering the rapid pace of development of neural networks, it may be possible to make films in the future at all... πŸ€”
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Elon Musk's xAI announced Live Search in the API

The new beta (free for a limited time) feature allows apps leveraging Grok models to search real-time info from X and the internet, including news.

Here's how easy it is to try out Grok 3's new live search:

1/ Grab a key from xAI
2/ Remix our template
3/ Add your API key to Secrets
4/ Click Run and start chatting with Grok.

Since it's built with Agent, you can remix and keep editing with Agent.
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AI showed what a CS map would look like in real life. πŸ”«

As if the role of the chickens is not fully revealed:)
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Everything you see in this video is entirely generated by a neural network πŸ‘

The video and sound were created using text prompts for Google's Veo 3 tool. The author first wrote out each clip separately, and then edited them together.

Now even actors will be sent into retirement - everything is done by AI 😝
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Singapore's Sharpa unveiled SharpaWave, a lifelike robotic hand

β€”Features 22 DOF to balance for dexterity and strength
β€”Each fingertip has 1,000+ tactile sensing pixels and 5 mN pressure sensitivity
β€”AI models adapt the hand's grip and modulate force
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Pavel Durov announced the integration of GROK into Telegram πŸ•‘

Telegram and XAI agreed to cooperate for 1 year. The GROK neural network integrates into all applications in Telegram.

Telegram will also receive $ 300 million from the XII and will receive 50% of the income from the subscriptions sold through the messenger.

Ton added 18% πŸ€‘
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Market map for browser agents

A new companies launch in the space every week, for both consumer and enterprise use cases. ManusAI is one of the most popular generalist consumer agents, and Athena Intelligence is already being used by companies like Anheuser-Busch.

Computer/browser use has become one of the most important frontiers for model capabilities, with OpenAI, Anthropic, and Google DeepMind having dedicated teams to Operator, Claude Computer Use, and Project Mariner.

Open source frameworks like Browser use and Stagehand have become some of the most popular repos on Github, with tens of thousands of stars.

AI-first browsers are poised to disrupt the massive web browser market, with highly anticipated releases like Comet from Perplexity on the way. It's yet to be seen how Google integrates Project Mariner and other AI tools within Chrome.
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Sakana AI introduced the Darwin GΓΆdel Machine: Open-Ended Evolution of Self-Improving Agents

Researchers harness the power of open-ended algorithms to search for agentic systems that get better at coding, including improving their own code.

It’s the Automated Design of Agentic Systems (ADAS), but where it also edits itself. Experiments show both the ability to self-improve and the open-ended search are essential. If done safely, DGMs could accelerate AI development and allow to reap its benefits much sooner.
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Flux Kontext as a clothes switcher – 3

Hack: you can upload a reference image that’s a collage of clothing and a face (possibly also a body pose).

Flux Kontext will digest both elements from one picture, put the clothes on the body, and the head on the neck.

Also, they say there’s a version of Kontext on fal.ai where you can upload multiple images.
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