Zara Tech & Tools retweeted
An AI agent should get better every time it performs a task.
It should remember what worked, learn from past mistakes, and apply that experience to new challenges.
Surprising how few benchmarks actually test whether agents can truly learn from experience.
🤝 Paid partnership
OpenClaw, Hermes Agent and Prime Agent don't meaningfully learn from experience.
On Continual-ARC, our new benchmark at @letsunifyai, none of them were able to memorize anything of value and none were able to generalize to new tasks. Training a small 9B model's weights did both.
Zara Tech & Tools retweeted
The way we interact with technology is changing.
Speaking your thoughts and watching them turn into polished writing feels like a natural next step.
Exciting partnership between Typeless and soundcore!
I believe typing will become obsolete.
Not just at home. Even in offices full of people.
Today, we're officially partnering with Anker to bring soundcore Work to Typeless.
It's a tiny wearable microphone that lets you speak naturally, even in a whisper, and turn your thoughts into clear writing with Typeless.
Messages. Emails. AI interactions. Long documents.
The future of work is spoken, not typed.
This partnership is one step toward making that future real.
@typelessdotcom + @soundcoreaudio
Zara Tech & Tools retweeted
AI video generation gets expensive fast, especially when you're creating content daily.
YouArt Desktop is making Seedance 2.5 significantly cheaper.
Here's the 720p pricing comparison:
• YouArt: $0.208/sec
• fal: $0.473/sec
• Higgsfield: $0.462/sec
That's up to 56% less.
With YouArt's Max yearly plan, the cost drops to just $0.138/sec — up to 71% cheaper.
Simply select Seedance, and YouArt routes your task through the lowest-cost available option.
For creators and agencies generating videos at scale, these savings can add up quickly
The future of robotics depends on how well models adapt outside controlled environments. Diverse real-world data is a key piece of that puzzle. Love seeing this go open source!
Robot policies work in the lab. The real world is where they break.
To close that gap, we are open-sourcing the most diverse egocentric dataset with the help of @LeRobotHF.
Coming to 🤗 @huggingface on Thursday November 12th.
Zara Tech & Tools retweeted
Robot policies work in the lab. The real world is where they break.
To close that gap, we are open-sourcing the most diverse egocentric dataset with the help of @LeRobotHF.
Coming to 🤗 @huggingface on Thursday November 12th.
Zara Tech & Tools retweeted
😳 ONLYFANS UPDATE INFURIATES CUSTOMER RAGE
OnlyFans' updated rules describe circumstances in which accounts can be restricted and earnings held while suspected rule breaches are reviewed.
It's worth knowing what that means before your entire income relies on one platform.
If you earn on OnlyFans, should you also be building on Fanvue or another platform?
Here's what changed
Zara Tech & Tools retweeted
Funding arb in one click! 👀
TrueNorth × @popdex_ is live! Spot spreads, open both legs and earn MegaPop tickets along the way.
@get_truenorth @popdex_
truenorth.xyz
🤝 Paid partnership
PopDEX @popdex_ is now live on TrueNorth.
Scan funding spreads, open both legs in one click, and keep both protected with matched TP/SL.
On PopDEX, 40% of net protocol fees fund the weekly MegaPop prize pool.
Try it → truenorth.xyz
Timon is making the AI agent space even more interesting. Memory, routines, browser, terminal, Docker, and Git in one place. 👏
Introducing Timon 😺
The real open-source alternative to GrokBot.
Less chatting, more doing!
Timon is now open source under AGPL-3.0.
Agents with memory, routines and their own browser for your day-to-day.
And a real dev environment when you need more : terminal, Kanban, Git, Docker and more.
Install it on your own machine or a VPS, and bring the AI subscriptions you already pay for.
Already have agents? Import them from GrokBot, Hermes and others: memory, skills and routines come along.
Windows, macOS, Linux, and from your phone: timon-ai.com
⭐ Repo in the first reply ↓
Zara Tech & Tools retweeted
Introducing Timon 😺
The real open-source alternative to GrokBot.
Less chatting, more doing!
Timon is now open source under AGPL-3.0.
Agents with memory, routines and their own browser for your day-to-day.
And a real dev environment when you need more : terminal, Kanban, Git, Docker and more.
Install it on your own machine or a VPS, and bring the AI subscriptions you already pay for.
Already have agents? Import them from GrokBot, Hermes and others: memory, skills and routines come along.
Windows, macOS, Linux, and from your phone: timon-ai.com
⭐ Repo in the first reply ↓
Zara Tech & Tools retweeted
10K GitHub stars! Huge milestone for @Mobilerun.
Automating real phones is opening up exciting possibilities for developers and builders. Love seeing the community grow and more powerful tools emerge.
Here are 5 repos worth checking out if you're building in this space. 🔥
Zara Tech & Tools retweeted
Wait… AI agents can now have their own iPhone?
We've made agents smarter, but they were missing one essential thing: a device.
Glasshand lets agents tap, type, and swipe on real iPhones and Macs, just like humans.
This could open a whole new world for AI agents! 👀
Give your agents their own iPhone and Mac.
Al agents are smart enough to do almost anything, but they've been missing the one tool every human uses:
A device.
Introducing Glasshand.
Glasshand lets your agent tap, type, and swipe on real iPhones and Macs, exactly like a human.
That means it can:
→ Post TikToks
→ Book Uber rides
→ Send iMessages
→ Download any app it needs
If a human can do it on a device, your agent can too.
Rent an iPhone and a Mac for your agent at glasshand.com
Zara Tech & Tools retweeted
Speed is a serious advantage when it comes to AI video generation. ⚡
Pika H3 Flex delivers up to 2× faster generation than Fal H3 Max in key 10- and 15-second text/image-to-video benchmarks.
Less waiting, more experimenting, and faster creative workflows.
Professional AI video creation just got another level of flex. 💅
@pika_labs
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
Pika H3 Flex is taking AI video to the next level! 🚀
Ranked #1 among open-weight models, with 4K video, editable audio stems, and faster-than-real-time generation.
The future of AI video is here! 🔥 @pika_labs
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
AI video generation is moving FAST. 🚀
Pika H3 Flex is pushing the limits with up to 2× faster generation in key video benchmarks compared to Fal H3 Max.
Combine that with 4K resolution, exportable audio stems, and 15-second videos generated in as little as 7 seconds.
More speed. More creativity. Less waiting.
Now that's a flex. 🔥
@pika_labs
🤝 Paid partnership
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
Less waiting, more creating. 🚀
Pika H3 Flex takes generation from 50 steps down to just 6 while maintaining impressive visual quality.
Scoring higher than H3 Max on aesthetics for 91% of prompts is a serious achievement.
Speed meets quality. Now that's a flex! 🔥
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
6 denoising steps. 91% of prompts scored higher than H3 Max on video aesthetics.
That's impressive 👀
Pika H3 Flex proves that faster generation doesn't have to mean compromising on quality.
More speed, better visual results, and more room to experiment. 🔥
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
The future of AI video isn't just about generating clips. It's about having control over every detail.
Pika H3 Flex makes that possible with:
🎥 Up to 12 reference inputs
🎵 5 separate audio stems
✨ Precision video editing
🚀 15-second clips in as little as 7 seconds
🔓 Open model weights
Less waiting, more creating. Pika is building for serious creators. 💜
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
Video creation just got a serious upgrade
Pika H3 Flex brings:
⚡ Real-time faster generation
💰 Pricing from just $0.01/sec
🎬 4K video output
🎧 Separate audio stems
🧩 Multi reference inputs
High quality video creation is becoming faster and more accessible. Worth exploring!
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
Natural looking scenes, better framing, smoother camera motion, and perfectly synced audio. 👀
Pika H3 Flex is raising the bar in human preference evaluations across text, image, and reference-to-video generation.
It's not just about generating videos faster. It's about getting the details right.
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.
It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. It’s kind of a flex 💅
Zara Tech & Tools retweeted
Want to explore different advertising scenes without reshooting the same product?
With @MigooAI (xitter.twitterapi.xyz/MigooAI) , you can transform an existing video into different visual styles while keeping the product as the focus.
I used one motorcycle video to create multiple looks — from futuristic showrooms to dramatic outdoor scenes.
Here are the results I created ↓
🤝 Paid partnership
































