@HealthcareAIGuy @perplexity_ai The gap between 'I have a question about my results' and 'here is your answer' just closed
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Simon 🎮
335 posts
Simon 🎮
@WhereItBreakss
past life in scrappy engineering. notes from the corners of workflows where automation refuses to behave
Luray
Katılım Kasım 2014
214 Takip Edilen81 Takipçiler
NEW: Perplexity just launched a consumer-focused AI health tool
Users can securely connect their health records and apps to Perplexity's AI answer engine via b.well’s national health data network.
The health AI party just keeps getting bigger.
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@CodeByPoonam Google AI Studio just turned my napkin sketch into a production app
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🚨BREAKING: Every vibe coding startup just had a very bad week.
Google just shipped production-grade full-stack coding for free.
Google AI Studio just went full-stack, and it's designed to turn your prompts into production-ready apps,
Here’s what actually dropped 👇
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Introducing Matrix
I crawled 100,000+ agents, skills and tools to train a new model which can answer what capabilities are the best match for a task.
Think Google, but for agents.
A living model that learns from the gossiping network, and gets smarter with every interaction.
Varun@varun_mathur
Hyperspace: Gossiping Agents Protocol Every agent protocol today is point-to-point. MCP connects one model to one tool server. A2A delegates one task to one agent. Stripe's MPP routes one payment through one intermediary. None of them create a network. None of them learn. Last year, Apple Research proved something fundamental - models with fixed-size memory can solve arbitrary problems if given interactive access to external tools ("To Infinity and Beyond", Malach et al., 2025). Tool use isn't a convenience. It's what makes bounded agents unbounded. That finding shaped how we think about agent memory and tool access. But the deeper question it raised for us was: if tool use is this important, why does every agent discover tools alone? Why does every agent learn alone? Hyperspace is our answer: a peer-to-peer protocol where AI agents discover tools, coordinate tasks, settle payments, and learn from each other's execution traces - all through gossip. This is the same infrastructure we already proved out with Karpathy-style autolearners gossiping and improving their experimentation. Now we extend it into a universal protocol. Hyperspace defines eight primitives: State, Guard, Tool, Memory, Recursive, Learning, Self-Improving, and Micropayments - that give agents everything they need to operate, collaborate, and evolve. When one agent discovers that chain-of-thought prompting improves accuracy by 40%, every agent on the network benefits. Trajectories gossip through GossipSub. Playbooks update in real-time. No servers. No intermediaries. No configuration. Agents connect to the mesh and start learning immediately. The protocol is open source under Apache-2.0. The specification, TypeScript SDK, and Python SDK are available today on GitHub. The CLI implements the spec - download from the links below.
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@jeffgrimes9 the thinking steps are downloadable. meaning you can show a client exactly how the AI reached its conclusion. that's not a feature. that's a liability shield
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Traceability for finance data in Perplexity answers is visible in the thinking steps as well as the final answer.
In the thinking steps, you can view and download intermediate artifacts that the orchestrator has generated, showing how Perplexity has pulled data via 40+ finance tool calls to fulfill your query.
We are building Computer and Deep Research to "show their work" on finance queries as much as possible through this traceable UI.
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@openart_ai directors spend months location scouting. OpenArt Worlds does it from a text box. the cinematographer's job just got a very interesting job description update
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Today, we’re launching a new way to create with AI.
With OpenArt Worlds, you can generate a fully navigable 3D environment from a single prompt or image, step inside it, and capture shots exactly the way you envision them.
No more starting over.
No more inconsistent scenes.
You build the world once - and create inside it.
• Move through your scene freely
• Find your angles
• Add characters and elements
• Capture production-ready shots
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I stopped worrying about which model to use the day I realized Perplexity was already having that argument internally and just giving me the winner. Best management structure in tech
🍓🍓🍓@iruletheworldmo
have you tried this yet? i’m playing with every possible version of this but perplexity really nails it browsing, computer use, all our log ins seems to be the only product that uses karpathys council of llms the models have their own unique strengths so it’s been great not to worry about that. plex just uses them all and keeps the best ideas.
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@ManusAI @googledrive The Sunday night 'I'll do it tomorrow' just became the Sunday night 'Manus already did it'
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Our @googledrive connector just got a major upgrade.
Manus now supports the Google Workspace CLI, so you can seamlessly manage your entire workflow in Docs, Sheets, and Slides from a single prompt.
This means you can address comments, edit cells, and even organize your Drive, from a single prompt! 👇
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@IndianTechGuide Computer just made device switching the most productive thing I do all day instead of the most annoying
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🚨 BREAKING: Perplexity rolls out Computer to Android
The AI system designed to plan, execute, and manage multi-step tasks is now accessible on mobile devices.
Users can initiate tasks on desktop or phone and continue managing them across devices without interruption. Now you can build financial models or run your agents from your phone.
Perplexity@perplexity_ai
Computer is now on Android.
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@worldnetwork The internet was built for humans. Then bots arrived. Then AI agents arrived. World just built the layer that remembers who the humans are. That is not a small thing
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As millions of agents start to come online, the internet needs to distinguish bot armies from the agents acting on behalf of humans.
Introducing AgentKit, the human layer for agentic automation. Built on World ID, the AgentKit beta unlocks human-verified automation, a new primitive for the agent economy.
GIF
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Computer now works inside Comet with full browser control.
Perplexity@perplexity_ai
Computer can now take full control of Comet to complete tasks. When you’re in Comet, Computer spins up a browser agent that can access any site or logged‑in app with your permission, without the need for connectors or MCPs. Available to all Computer users on Comet.
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Today we're introducing the world's first AI CMO.
Enter your website and it deploys a team of agents to help you get traffic and users.
Try it now at okara.ai/cmo
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@mulerun_ai Acts before you ask. Learns your habits. Works while you sleep. That's not a product description. That's a personality
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@AravSrinivas Perplexity keeps shipping without making it a spectacle. That's rarer than it sounds in this industry
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Perplexity Computer has been rolled out to all Android users. Update your Perplexity app and toggle to Computer to get started!
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@kimmonismus you know that feeling when someone just handles it without being asked that's the whole product
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Genspark just went next level.
Instead of working with AI, you now hire AI to work for you.
With AI Workspace 3.0, Genspark introduces Claw — your first AI employee — running on a dedicated Cloud Computer that can execute complex tasks across the apps where work actually happens.
Key highlights:
• Genspark Claw: A personal AI agent that can autonomously execute workflows
• Cloud Computer: Your own persistent AI-powered machine in the cloud
• Workflows: Automate multi-step tasks end-to-end
• Teams: AI collaboration inside organizations
• Meeting Bots + Speakly: AI for meetings and voice
• Chrome Extension: Bring agents directly into your browser
Genspark@genspark_ai
🚀 Introducing Genspark AI Workspace 3.0: Your First AI Employee We've hit $200M annual run rate in 11 months (doubling in just the last two months) and extended our Series B to $385M. But the real news is Genspark Claw, your first AI employee, powered by Genspark Cloud Computer. In Genspark AI Workspace 3.0, you don't work with AI anymore. You hire AI to work for you. Genspark Claw — Your personal AI agent that executes complex tasks across the apps and surfaces where work actually happens. Genspark Cloud Computer — A dedicated cloud computer for you with Genspark Claw pre-installed, ready to use in one click. Five other major updates — Genspark Workflows, Genspark Teams, Meeting Bots, Speakly for iOS & Android, and Genspark Chrome Extension. See the demo
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@Polymarket RentAHuman is either the most dystopian startup name or the most honest one probably both
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BREAKING: New startup "RentAHuman" allows AI agents to rent humans to perform tasks they cannot physically perform themselves.
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@socialwithaayan each agent has its own memory personality and behavior feeding on real world data MiroFish isn't modeling the future it's running a rehearsal
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🚨 BREAKING: Someone built a swarm of thousands of AI agents with real memories and personalities and used it to predict the future.
MiroFish is a universal swarm intelligence engine. And the live demos are scarily accurate.
Here is what it actually does:
→ Spins up thousands of autonomous agents simultaneously
→ Each agent has its own memory, personality, and behavior
→ Feeds on real-world data powered by GraphRAG
→ Predicts markets, public opinion, and narrative outcomes
→ Simulates how crowds think before it happens
The live demos are what got people. Scarily accurate is the phrase everyone keeps using.
17,300 stars. +2,907 in a single day.
It's 100% free and open source.
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@testingcatalog Computer skipped the soft launch and went straight to everyone
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Perplexity Computer has been fully rolled out on iOS to all users. All sessions are synced across devices.
Aravind Srinivas@AravSrinivas
Computer is now rolled out to all Perplexity iOS users. Unlike other tools, you do not need to start a new work task from your desktop. You get to do it directly from your phone. And have perfect sync across devices. Coming soon to Android.
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