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🇮🇹 IT
Trattoria storica della zona Garda cerca personale di sala.
Annuncio verificato.
🇩🇪 DE
Traditionelle Trattoria am Gardasee sucht Servicepersonal.
Verifizierte Anzeige.
🇬🇧 EN
Traditional trattoria in the Garda Lake area is looking for service staff.
Verified listing.
🇷🇺 RU
Традиционная траттория в районе озера Гарда ищет персонал в зал.
Объявление проверено.
🇲🇩 MD (RO)
Trattorie tradițională din zona Lacului Garda caută personal de sală.
https://www.trattoriavilla...
Trattoria storica della zona Garda cerca personale di sala.
Annuncio verificato.
🇩🇪 DE
Traditionelle Trattoria am Gardasee sucht Servicepersonal.
Verifizierte Anzeige.
🇬🇧 EN
Traditional trattoria in the Garda Lake area is looking for service staff.
Verified listing.
🇷🇺 RU
Традиционная траттория в районе озера Гарда ищет персонал в зал.
Объявление проверено.
🇲🇩 MD (RO)
Trattorie tradițională din zona Lacului Garda caută personal de sală.
https://www.trattoriavilla...
🇨🇳 DeepSeek just open-sourced a 1.6T AI model built for coding agents and million-token memory
DeepSeek unveiled its V4 generation with two new foundation models: DeepSeek-V4-Pro (1.6 trillion parameters, activating only 49B per token) and DeepSeek-V4-Flash (284B parameters focused on efficiency). The release pushes open-source AI closer to the frontier dominated by closed labs.
What makes V4 different:
• Introduces DeepSeek Sparse Attention (DSA), a new architecture designed to cut memory and compute costs.
• Uses token-wise compression, allowing far longer context windows without the usua
DeepSeek unveiled its V4 generation with two new foundation models: DeepSeek-V4-Pro (1.6 trillion parameters, activating only 49B per token) and DeepSeek-V4-Flash (284B parameters focused on efficiency). The release pushes open-source AI closer to the frontier dominated by closed labs.
What makes V4 different:
• Introduces DeepSeek Sparse Attention (DSA), a new architecture designed to cut memory and compute costs.
• Uses token-wise compression, allowing far longer context windows without the usua
⁉️ Geoffrey Hinton’s AI warning: What if there’s no next door?
For 200 years, technology followed the same script: it destroyed old jobs, then created better new ones. Farm workers became factory workers. Factory workers became office workers. Each disruption opened another door.
Geoffrey Hinton says AI may be the first invention that doesn’t.
Why? Because whatever door people run toward next, AI could already be waiting there. Lose a call center job, retrain as a coder, AI codes too. Pivot to law, writing, design, analysis, AI is moving there as well.
That is what makes this wave differen
For 200 years, technology followed the same script: it destroyed old jobs, then created better new ones. Farm workers became factory workers. Factory workers became office workers. Each disruption opened another door.
Geoffrey Hinton says AI may be the first invention that doesn’t.
Why? Because whatever door people run toward next, AI could already be waiting there. Lose a call center job, retrain as a coder, AI codes too. Pivot to law, writing, design, analysis, AI is moving there as well.
That is what makes this wave differen
🔥 This robot dog can move on land and through water with ease.
Developed by Genisom AI, the M1 can switch between wheels and legs and carry heavy loads. It can climb stairs, handle rain and mud, and is built with an IP67 design for tough environments.
aipost 🏴
Developed by Genisom AI, the M1 can switch between wheels and legs and carry heavy loads. It can climb stairs, handle rain and mud, and is built with an IP67 design for tough environments.
aipost 🏴
🔥 Anthropic released Claude design, direct attack on figma and lovable. Anthropic just shipped Claude Design, powered by Claude Opus 4.7. A tool that turns conversations into polished prototypes, pitch decks, and marketing assets. It auto-applies your brand…
🔥 Anthropic released Claude design, direct attack on figma and lovable.
Anthropic just shipped Claude Design, powered by Claude Opus 4.7. A tool that turns conversations into polished prototypes, pitch decks, and marketing assets. It auto-applies your brand system, lets you refine with inline edits and sliders, and hands off directly to Claude Code for implementation.
Source.
aipost 🏴
Anthropic just shipped Claude Design, powered by Claude Opus 4.7. A tool that turns conversations into polished prototypes, pitch decks, and marketing assets. It auto-applies your brand system, lets you refine with inline edits and sliders, and hands off directly to Claude Code for implementation.
Source.
aipost 🏴
🔥 NVIDIA unveiled Lyra 2.0.
A powerful new AI framework designed to generate massive, persistent, and fully explorable 3D environments from a single static image.
The model directly tackles the notorious "temporal drifting" problem, the tendency for AI-generated video and 3D models to lose spatial consistency, causing backgrounds to warp or objects to shift over time. Lyra 2.0 solves this by maintaining strict per-frame 3D geometry and utilizing self-augmented training to actively correct its own errors.
aipost 🏴
A powerful new AI framework designed to generate massive, persistent, and fully explorable 3D environments from a single static image.
The model directly tackles the notorious "temporal drifting" problem, the tendency for AI-generated video and 3D models to lose spatial consistency, causing backgrounds to warp or objects to shift over time. Lyra 2.0 solves this by maintaining strict per-frame 3D geometry and utilizing self-augmented training to actively correct its own errors.
aipost 🏴
Right now, compute is everything..
Anthropic does not have enough of it, which is why opus performance is degrading.
OpenAI felt the pressure in 2025, especially after the Ghibli wave, which pushed sam to lock in long-term compute. Until there is a breakthrough in model architecture or chip design, this cycle will continue.
aipost 🏴
Anthropic does not have enough of it, which is why opus performance is degrading.
OpenAI felt the pressure in 2025, especially after the Ghibli wave, which pushed sam to lock in long-term compute. Until there is a breakthrough in model architecture or chip design, this cycle will continue.
aipost 🏴
⚠️AI becomes the boss: Inside the store run entirely by an algorithm
A startup called Andon Labs just handed an AI full control of a physical retail store in San Francisco and told it to make money. The result: a real-world experiment where an AI named Luna is not just assisting… it’s managing everything.
The Experiment: An AI Runs a Store
• The store, Andon Market, operates under decisions made entirely by the AI
• Luna controls: Hiring and firing. Inventory and pricing. Store design (even wall paint). Branding and positioning (“high-tech meets slow life”)
• It started with $100K in capital
A startup called Andon Labs just handed an AI full control of a physical retail store in San Francisco and told it to make money. The result: a real-world experiment where an AI named Luna is not just assisting… it’s managing everything.
The Experiment: An AI Runs a Store
• The store, Andon Market, operates under decisions made entirely by the AI
• Luna controls: Hiring and firing. Inventory and pricing. Store design (even wall paint). Branding and positioning (“high-tech meets slow life”)
• It started with $100K in capital
⚠️Andrej Karpathy's statement reveals a two-tier AI reality.
A free version fumbles basic tasks on Instagram, while a $200/month version restructures codebases and finds security vulnerabilities in an hour. Both critics and advocates are correct: they use different products. The free tier remains limited by design, as companies prioritize monetization in coding, math, and research over consumer-facing features like writing and search.
This creates an AI class system where the best intelligence is reserved for those who can afford it, leaving others with a version designed only to maintain
A free version fumbles basic tasks on Instagram, while a $200/month version restructures codebases and finds security vulnerabilities in an hour. Both critics and advocates are correct: they use different products. The free tier remains limited by design, as companies prioritize monetization in coding, math, and research over consumer-facing features like writing and search.
This creates an AI class system where the best intelligence is reserved for those who can afford it, leaving others with a version designed only to maintain
🔥 Claude redesigns your entire life overnight.
Here are 8 Claude Prompts that build a complete blueprint for success:
1. LIFE PRIORITY FRAMEWORK
"Create my Life Priority Framework using the 6-category Personal Performance model: Personal Productivity, Personal Resilience, Well-being, Happiness, Longevity, Affluence. Generate baseline metrics for each based on my input, set quarterly KPIs, and provide a monthly scoring template out of 100. Consider my current age of [number], career stage of [description], and relationship status of [description]."
2. RELATIONSHIP BUILDER PROTOCOL
"Design a
Here are 8 Claude Prompts that build a complete blueprint for success:
1. LIFE PRIORITY FRAMEWORK
"Create my Life Priority Framework using the 6-category Personal Performance model: Personal Productivity, Personal Resilience, Well-being, Happiness, Longevity, Affluence. Generate baseline metrics for each based on my input, set quarterly KPIs, and provide a monthly scoring template out of 100. Consider my current age of [number], career stage of [description], and relationship status of [description]."
2. RELATIONSHIP BUILDER PROTOCOL
"Design a
⚡️ Germany-based Agile Robots has introduced its humanoid robot, Agile One, designed for industrial environments.
It features a dexterous robotic hand and runs on a physical AI system trained using real factory data, allowing it to work and interact autonomously. The company is now aiming to move Agile One into full-scale production.
aipost 🏴
It features a dexterous robotic hand and runs on a physical AI system trained using real factory data, allowing it to work and interact autonomously. The company is now aiming to move Agile One into full-scale production.
aipost 🏴
🔥Intel joins SpaceX, xAI, and Tesla in the Terafab chip initiative
The partnership aims to design, manufacture, and package ultra high performance chips at scale, targeting 1 terawatt of compute per year to power future AI and robotics advancements.
aipost 🏴
The partnership aims to design, manufacture, and package ultra high performance chips at scale, targeting 1 terawatt of compute per year to power future AI and robotics advancements.
aipost 🏴
Very exciting breaktrough: An FDA-designated AI tool called Vox can analyze just five seconds of a patient’s voice to detect signs of worsening heart failure, using patterns linked to fluid buildup that humans cannot hear.
Trained on more than 3 million voice samples and supported by five clinical trials, it points to a huge shift in healthcare: cheaper, earlier, phone-based detection for a disease affecting 64 million people worldwide and costing the U.S. over $30 billion a year.
Source.
aipost 🏴
Trained on more than 3 million voice samples and supported by five clinical trials, it points to a huge shift in healthcare: cheaper, earlier, phone-based detection for a disease affecting 64 million people worldwide and costing the U.S. over $30 billion a year.
Source.
aipost 🏴
📈 The Wall Street Journal accessed private financial documents for OpenAI and Anthropic ahead of their public debut.
OpenAI is projected to burn $665 billion in cash before turning a profit by 2030, potentially losing $170 billion in a single year. Valued at $852 billion, the company is structurally designed for unprecedented losses. Model training costs alone will reach $440 billion by decade's end, with costs rising as AI becomes smarter. Anthropic faces similar trends, with training costs exceeding $100 billion before 2030 and a delayed break-even date.
Crucially, OpenAI's gross margins
OpenAI is projected to burn $665 billion in cash before turning a profit by 2030, potentially losing $170 billion in a single year. Valued at $852 billion, the company is structurally designed for unprecedented losses. Model training costs alone will reach $440 billion by decade's end, with costs rising as AI becomes smarter. Anthropic faces similar trends, with training costs exceeding $100 billion before 2030 and a delayed break-even date.
Crucially, OpenAI's gross margins
🔥 Someone reverse-engineered design systems from Apple, Spotify, Airbnb, and 30+ billion-dollar companies into free single files. This is Awesome Design MD.
Drop one DESIGN .md file into your project. Your AI agent instantly builds UI matching Spotify, Apple, or Airbnb. These are not screenshots or Figma links; they are files capturing every color, font, spacing, button style, and layout pattern in a format AI agents read and reproduce.
Generic prompts yield generic UI. Prompts with a DESIGN .md file yield exact brand replicas.
Included systems:
→ Apple: Premium white space, SF Pro, cinemat
Drop one DESIGN .md file into your project. Your AI agent instantly builds UI matching Spotify, Apple, or Airbnb. These are not screenshots or Figma links; they are files capturing every color, font, spacing, button style, and layout pattern in a format AI agents read and reproduce.
Generic prompts yield generic UI. Prompts with a DESIGN .md file yield exact brand replicas.
Included systems:
→ Apple: Premium white space, SF Pro, cinemat
⚡️ Cursor 3 pushes coding into the agent era
Cursor just launched Cursor 3, redesigned for a world where AI agents write most of the code, and developers orchestrate the process.
• Run multiple agents in parallel across local, SSH, worktrees, and cloud
• Shift from writing code → managing and directing AI workflows
• Keeps full IDE depth, but surfaces tools only when needed
• Built for speed: parallel execution replaces linear coding
The advantage is no longer who codes fastest, it’s who can best coordinate intelligent agents.
https://cursor.com/blog/cu...
aipost 🏴
Cursor just launched Cursor 3, redesigned for a world where AI agents write most of the code, and developers orchestrate the process.
• Run multiple agents in parallel across local, SSH, worktrees, and cloud
• Shift from writing code → managing and directing AI workflows
• Keeps full IDE depth, but surfaces tools only when needed
• Built for speed: parallel execution replaces linear coding
The advantage is no longer who codes fastest, it’s who can best coordinate intelligent agents.
https://cursor.com/blog/cu...
aipost 🏴
🤖 YOUR BUSINESS SHOULD NEVER SLEEP
And now it doesn’t have to.
TROPIC ; Custom AI Agents Built For You
We design, develop & deploy intelligent AI agents that run your business on autopilot.
🎯 WHAT WE AUTOMATE:
💬 Customer Support - instant replies, 24/7
💵 Sales — leads qualified & followed up automatically
✍️ Content — blogs, social posts, copy on demand
📊 Data Analysis — insights without lifting a finger
📈 THE NUMBERS DON’T LIE:
✅40%+ reduction in support costs
✅ 3x faster query resolution
✅24/7 availability — no breaks, no sick days
✅Deploy in minutes, not months
HOW IT WORKS:
Tell
And now it doesn’t have to.
TROPIC ; Custom AI Agents Built For You
We design, develop & deploy intelligent AI agents that run your business on autopilot.
🎯 WHAT WE AUTOMATE:
💬 Customer Support - instant replies, 24/7
💵 Sales — leads qualified & followed up automatically
✍️ Content — blogs, social posts, copy on demand
📊 Data Analysis — insights without lifting a finger
📈 THE NUMBERS DON’T LIE:
✅40%+ reduction in support costs
✅ 3x faster query resolution
✅24/7 availability — no breaks, no sick days
✅Deploy in minutes, not months
HOW IT WORKS:
Tell
⚡️Scientists at Northwestern built a radically resilient robot made of many small, independent units.
Each part has its own brain, power, and movement, so if pieces break off, they keep working on their own while the main body adapts and continues. The design wasn’t human-made. An AI evolved it through rapid simulations, creating unusual, highly effective forms.
These robots move faster and handle rough terrain better than previous modular machines even when tested outdoors. The key breakthrough: no single point of failure. Instead of shutting down when damaged, the system keeps going piece
Each part has its own brain, power, and movement, so if pieces break off, they keep working on their own while the main body adapts and continues. The design wasn’t human-made. An AI evolved it through rapid simulations, creating unusual, highly effective forms.
These robots move faster and handle rough terrain better than previous modular machines even when tested outdoors. The key breakthrough: no single point of failure. Instead of shutting down when damaged, the system keeps going piece
🔥 Amazon makes a big move in the humanoid game.
Amazon has acquired Fauna Robotics, a New York-based humanoid robot startup. The transaction closed last week.
Fauna Robotics developed Sprout, a compact and approachable humanoid robot designed for safe, everyday interaction in shared human spaces such as homes, offices, and schools. Standing about 3.5 feet tall, Sprout can walk, grasp objects, interact with people, and even dance. The robot was launched in January this year as a humanoid platform for developers, priced at $50,000.
Following the acquisition, Fauna’s roughly 50 employees will
Amazon has acquired Fauna Robotics, a New York-based humanoid robot startup. The transaction closed last week.
Fauna Robotics developed Sprout, a compact and approachable humanoid robot designed for safe, everyday interaction in shared human spaces such as homes, offices, and schools. Standing about 3.5 feet tall, Sprout can walk, grasp objects, interact with people, and even dance. The robot was launched in January this year as a humanoid platform for developers, priced at $50,000.
Following the acquisition, Fauna’s roughly 50 employees will
❗️AI is redesigning how you get hired
AI isn’t just helping recruiters, it’s controlling the hiring funnel, changing how people build careers and land jobs.
How hiring works now:
• Most resumes are filtered by AI before any human sees them
• Algorithms rank, score, and shortlist candidates automatically
• Job hunting is shifting into an AI vs AI system
The new career layer:
• AI tools are becoming career copilots
• They help optimize resumes, prep interviews, and guide decisions
• Profiles are moving from static CVs → continuously optimized digital identities
What companies want:
• Peop
AI isn’t just helping recruiters, it’s controlling the hiring funnel, changing how people build careers and land jobs.
How hiring works now:
• Most resumes are filtered by AI before any human sees them
• Algorithms rank, score, and shortlist candidates automatically
• Job hunting is shifting into an AI vs AI system
The new career layer:
• AI tools are becoming career copilots
• They help optimize resumes, prep interviews, and guide decisions
• Profiles are moving from static CVs → continuously optimized digital identities
What companies want:
• Peop
🔥 NVIDIA and GeForce have unveiled DLSS 5, their next major AI breakthrough for gaming visuals, arriving this fall.
With photorealistic lighting and smarter material rendering, DLSS 5 is designed to narrow the gap between rendered worlds and real life.
aipost 🏴
With photorealistic lighting and smarter material rendering, DLSS 5 is designed to narrow the gap between rendered worlds and real life.
aipost 🏴
🧠 GPT-5.4 just “solved” a 20-year-old math problem… by finding a forgotten paper
A new story circulating in AI circles claims GPT-5.4 cracked a decades-old math problem from the FrontierMath benchmark, a set of research-level problems designed to challenge top mathematicians. But the twist makes the story even more interesting.
Instead of inventing a completely new proof, the model found an obscure 2011 preprint paper that already contained the key idea. The benchmark author didn’t know the paper existed, so the problem had been considered unsolved.
What happened:
• Researchers tested GPT-
A new story circulating in AI circles claims GPT-5.4 cracked a decades-old math problem from the FrontierMath benchmark, a set of research-level problems designed to challenge top mathematicians. But the twist makes the story even more interesting.
Instead of inventing a completely new proof, the model found an obscure 2011 preprint paper that already contained the key idea. The benchmark author didn’t know the paper existed, so the problem had been considered unsolved.
What happened:
• Researchers tested GPT-
❗️Anthropic sues the Pentagon after being blacklisted over AI restrictions
The AI company Anthropic has filed a lawsuit against the U.S. Department of Defense after the Pentagon labeled it a “supply-chain risk”, effectively banning its AI systems from defense projects.
The dispute centers on how the military wants to use AI and whether companies can set limits.
What happened:
• The Pentagon told contractors they cannot use Anthropic’s AI models in defense work
• The government labeled the company a security risk, a designation usually used for foreign firms
• Anthropic responded by suing t
The AI company Anthropic has filed a lawsuit against the U.S. Department of Defense after the Pentagon labeled it a “supply-chain risk”, effectively banning its AI systems from defense projects.
The dispute centers on how the military wants to use AI and whether companies can set limits.
What happened:
• The Pentagon told contractors they cannot use Anthropic’s AI models in defense work
• The government labeled the company a security risk, a designation usually used for foreign firms
• Anthropic responded by suing t
🔥Goodbye PowerPoint. CLAUDE can now create a presentation in 120 seconds.
Use these prompts instead and see the magic:
1. The Complete Presentation Blueprint
“Act as a professional presentation consultant. Create a complete presentation blueprint for [topic]. Define the objective, target audience, key message, slide flow, and number of slides. Ensure the structure is logical, engaging, and professional.”
2. Slide Structure & Flow Architect
“Design a slide-by-slide structure for a presentation on [topic]. For each slide, provide a clear slide title and explain the purpose of that slide so
Use these prompts instead and see the magic:
1. The Complete Presentation Blueprint
“Act as a professional presentation consultant. Create a complete presentation blueprint for [topic]. Define the objective, target audience, key message, slide flow, and number of slides. Ensure the structure is logical, engaging, and professional.”
2. Slide Structure & Flow Architect
“Design a slide-by-slide structure for a presentation on [topic]. For each slide, provide a clear slide title and explain the purpose of that slide so
📢 OpenAI developing real-time conversational audio
OpenAI is building a new bidirectional (BiDi) audio model designed to make AI conversations feel far more natural. Unlike today’s turn-based voice systems - where the AI waits for you to finish and can’t adjust mid-response - BiDi continuously processes speech, allowing it to adapt instantly if users interrupt or change direction.
The prototype still glitches after a few minutes, delaying launch from the expected Q1 timeline to potentially Q2 or later, but the upgrade could significantly improve customer support bots, voice assistants, and s
OpenAI is building a new bidirectional (BiDi) audio model designed to make AI conversations feel far more natural. Unlike today’s turn-based voice systems - where the AI waits for you to finish and can’t adjust mid-response - BiDi continuously processes speech, allowing it to adapt instantly if users interrupt or change direction.
The prototype still glitches after a few minutes, delaying launch from the expected Q1 timeline to potentially Q2 or later, but the upgrade could significantly improve customer support bots, voice assistants, and s
🚀 Alibaba group expands Qwen3.5 with ultra-efficient small models
Alibaba has introduced the Qwen 3.5 Small Model Series, a new lineup designed to deliver stronger intelligence with significantly lower compute requirements.
The release includes four compact models: Qwen3.5-0.8B · Qwen3.5-2B · Qwen3.5-4B · Qwen3.5-9B
Built on the Same Qwen3.5 Foundation
All models inherit the core architecture of the Qwen3.5 family:
• Native multimodal capabilities
• Improved model architecture
• Scaled reinforcement learning (RL) training
• Better efficiency per parameter
This isn’t a stripped-down versio
Alibaba has introduced the Qwen 3.5 Small Model Series, a new lineup designed to deliver stronger intelligence with significantly lower compute requirements.
The release includes four compact models: Qwen3.5-0.8B · Qwen3.5-2B · Qwen3.5-4B · Qwen3.5-9B
Built on the Same Qwen3.5 Foundation
All models inherit the core architecture of the Qwen3.5 family:
• Native multimodal capabilities
• Improved model architecture
• Scaled reinforcement learning (RL) training
• Better efficiency per parameter
This isn’t a stripped-down versio
🚀 Alibaba group expands Qwen3.5 with ultra-efficient small models Alibaba has introduced the Qwen 3.5 Small Model Series, a new lineup designed to deliver stronger intelligence with significantly lower compute requirements. The release includes four compact…
❗️OpenAIs first device february 2027: a smart speaker
OpenAI has assembled a 200-person team to launch a new family of AI-powered devices, starting with a $200–$300 smart speaker expected no earlier than February 2027.
Designed in collaboration with Jony Ive’s LoveFrom, the speaker will feature a camera, environmental awareness, and Face ID-style purchasing - aiming to proactively “nudge” users toward better decisions.
Source.
aipost 🏴
OpenAI has assembled a 200-person team to launch a new family of AI-powered devices, starting with a $200–$300 smart speaker expected no earlier than February 2027.
Designed in collaboration with Jony Ive’s LoveFrom, the speaker will feature a camera, environmental awareness, and Face ID-style purchasing - aiming to proactively “nudge” users toward better decisions.
Source.
aipost 🏴
🔒 Claude Code Security: AI that finds and Fixes your vulnerabilities
Anthropic has introduced Claude Code Security, now in limited research preview, an AI system designed to scan entire codebases, surface vulnerabilities, and propose targeted patches for human review.
Instead of just flagging issues, it:
• Analyzes large, complex repositories end-to-end
• Detects subtle security flaws traditional scanners miss
• Suggests concrete software fixes not just warnings
• Keeps humans in the loop for validation and deployment
This shifts AI from passive code assistant to active security analyst.
h
Anthropic has introduced Claude Code Security, now in limited research preview, an AI system designed to scan entire codebases, surface vulnerabilities, and propose targeted patches for human review.
Instead of just flagging issues, it:
• Analyzes large, complex repositories end-to-end
• Detects subtle security flaws traditional scanners miss
• Suggests concrete software fixes not just warnings
• Keeps humans in the loop for validation and deployment
This shifts AI from passive code assistant to active security analyst.
h
🔒 Claude Code Security: AI that finds and Fixes your vulnerabilities Anthropic has introduced Claude Code Security, now in limited research preview, an AI system designed to scan entire codebases, surface vulnerabilities, and propose targeted patches for…
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