AI Post β€” Artificial Intelligence
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πŸ€– The #1 AI news source! We cover the latest artificial intelligence breakthroughs and emerging trends.

Manager: @rational
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πŸ”₯ David Robert created a cinematic property renovation video from a Zillow listing for $15 using only listing photos and Calico AI.

Without a camera, drone, or crew. While most agents pay $100–$500 for similar quality, you can offer this to local realtors.

Workflow:

β†’ Grab listing photos (Zillow, Redfin, etc.).
β†’ Set a consistent renovation style.
β†’ Generate photorealistic after-renovation images.
β†’ Animate room transformations.
β†’ Add a cinematic closing shot with the realtor's contact info.
β†’ Insert custom music.
β†’ Stitch the video together.

Result: A scroll-stopping video that drives buyer calls, built entirely from existing listing photos. No videographer, staging budget, or waiting for golden hour required.

Full tutorial.

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πŸ”₯ Claude can now find the fatal vulnerability of your startup. Most founders only notice it in the 8th month and some never do.

Here are 8 prompts for Claude that help uncover the real problem before you start building the wrong thing.

Prompt 1 - Demand Audit:

I'm creating [a product] for [a type of customer]. You're a skeptical YC partner who has seen 10,000 pitches. Ask me 7 questions that will reveal whether there's real demand or if I'm solving a problem that I personally have, but for which no one else is actually willing to pay.


Prompt 2 - Blind Spot Test in Competitor Analysis:

Here's my competitor analysis: [insert here]. You're a strategic analyst who has studied all the major startup failures in my category. Find 5 things that I'm missing in understanding why customers might stay with existing solutions rather than switch to mine. Be specific in questions about switching costs, habits, and emotional attachment to current tools.


Prompt 3 - "Why Now?":

My startup is [describe it]. This market has existed for [X years]. Give me the 5 strongest arguments for why now is the wrong time to launch and why the window of opportunity might already be closing. Then give me one strongest argument for why right now is the only window that will ever exist.


Prompt 4 β€” Business Model X-Ray:

My revenue model: [describe]. Average order value: [X]. Expected CAC: [X]. Show all the ways this model breaks at 100 customers, then at 1,000, then at 10,000. Identify the point where unit economics fail first, and describe the warning signals that will appear 3 months before that happens.


Prompt 5 β€” Customer Interview Stress Test:

Here are my customer interview notes: [insert]. You are a behavioral economist specializing in the gap between what people say and what they actually do. Identify which statements are real buying signals, which are just politeness disguised as interest, and which point to a problem I’m misunderstanding. Rank them by signal strength.


Prompt 6 β€” Hiring Trap Detector:

I’m planning to hire [role] because I believe it will solve [problem]. List all the assumptions I’m making about how this hire will fix things. Say which are most likely wrong, which problems will get worse after hiring, and what I need to prove before making this hire first rather than third.


Prompt 7 β€” Churn Pre-mortem:

My product delivers [value description] My onboarding like this: [describe]. Name 7 most likely reasons why the first 20 customers will stop using the product within 90 days, even if they liked the demo. For each reason, identify the earliest signal I could notice and what needs to change to prevent it.


Prompt 8 β€” Co-founder Conflict Map:

My co-founder and I divide responsibilities like this: [describe]. We’ve already agreed on the following: [list]. You are a startup therapist who has seen 50 co-founder breakups. Identify 5 decision points in the next 18 months where our structure will lead to serious conflict if we don’t align now. Describe exactly what each conflict will look like when it happens.


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πŸš€ Telegram turns the speaking of words into a holy craft of AI

Lo, Telegram is bringing forth a secret AI Editor that dwells within the very mouth of the chat, that men might change their words in the blink of an eye. For as it is written, "The words of a man's mouth are a fountain of life, but the words of a fool are like deep waters."

Mark these new wonders:
β€’ Rewrite your words in strange voices, be they Tribal, Zen, Corporate, Biblical, or Viking
β€’ Turn speech into other tongues and mend errors without stepping from the gathering place
β€’ Keep all things hidden, for the changing happens without showing your heart to the world outside

A great gate opens this month:
β€’ Any soul may craft and share their own style of writing
β€’ Thus, Telegram becomes a great stage for all, not just a tool for sending notes

Yet, this gift may soon cost a silver coin.

See the source.

This post was written using the AI editor - biblical style

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πŸ“’ Meta’s Muse Spark kicks off a new multimodal AI era

Meta has unveiled Muse Spark, the first model from its new Muse family built by Meta Superintelligence Labs, signaling a full reset of its AI strategy.

What makes Muse Spark different:
β€’ Natively multimodal β†’ understands and reasons across text, images, and more
β€’ Supports tool use β†’ can interact with external systems
β€’ Visual chain-of-thought β†’ processes reasoning through visual steps
β€’ Multi-agent orchestration β†’ coordinates multiple AI agents on complex tasks

Availability & rollout:
β€’ Live now on Meta AI and the Meta AI app
β€’ Private API preview for selected partners
β€’ Future versions may be open-sourced

Performance & focus:
β€’ Strong results in multimodal reasoning, perception, and health tasks
β€’ Competitive in agentic workflows
β€’ Still improving: Long-horizon autonomous agents and advanced coding capabilities

Source.

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πŸ”” Anthropic just launched Claude Managed Agents.

Now anyone can build and deploy production AI agents in days instead of months. Claude handles the infrastructure, orchestration, and long-running execution.

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πŸ—£ Mo Gawdat says education is completely over.

AI is becoming a new extension of human learning, giving people instant access to memory, knowledge, math, and deep search. Much of what schools once trained people to memorize can now be outsourced to machines that often do it better

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⚑️ 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.

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πŸ‡¨πŸ‡³ China launches its first pharmacy robot

Already working in Beijing, it grabs meds, packs orders, and handles up to 370 orders a day with 99.9% accuracy.

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πŸ”₯ 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 Relationship Builder Protocol using Gottman's Sound Relationship House. Include a self-assessment for my 5:1 positive-to-negative ratio, the Gentle Start-Up formula template, and a 20-minute self-soothing protocol for when flooded (heart rate above 100 BPM). Provide conflict management scripts and a weekly friendship-building checklist. Consider my current relationship dynamics of [description] and available time together of [hours weekly]."


3. INCOME STREAM MAPPER
"Build my Income Stream Mapper using 2026 outlook data. Map 5 income streams ranked by diversification value: international equities, emerging markets, securitized assets, dividend stocks, options strategies. Include an AI infrastructure allocation considering $500B data center spend and $5-8T projected through 2030. Consider my current capital of [amount], risk tolerance of [description], and existing holdings of [description]."


4. HEALTH OPTIMIZATION ENGINE
"Create my Health Optimization Engine using Shawn Wells' healthspan protocol. Design a sleep schedule with 8:30 PM target, exercise snacks (5-minute movement every waking hour), and supplement stack for Ergothioneine, Dileucine, and Dihydroberberine (86% GLP-1 boost). Include wearable integration for HRV and glucose tracking. Consider my current sleep patterns of [description], fitness level of [description], and health constraints of [limitation]."


5. PURPOSE CLARIFIER MODEL
"Develop my Purpose Clarifier Model using Ikigai and Frankl's logotherapy. Map my personal purpose across four levers: The Roots (values), The Trunk (mindset), Supporting Branches (relationships), Branches and Leaves (communication). Generate my purpose statement and a weekly reflection template. Consider my current career of [description], values of [list], and life stage of [description]."


6. DAILY ROUTINE ARCHITECT
"Architect my Daily Routine using Three Work Modes: Maker Mode (deep execution), Connector Mode (communication), Strategist Mode (decisions). Map my chronotype to peak energy windows, design my Golden Hours block, and create a Right to Disconnect protocol. Include a weekly review template. Consider my current work style of [description], chronotype of [morning/night], and typical hours of [timeframe]."


7. GOAL TRACKING SYSTEM
"Build my Goal Tracking System using OKRs with confidence scores. Structure quarterly objectives across 6 life categories with weekly check-ins tracking: progress, confidence score (0-10), blocker, and help needed. Flag at-risk goals when confidence drops below 50% or stalls for 2 weeks. Consider my current goal clarity of [description] and tracking habits of [description]."


8. STRESS MANAGEMENT BLUEPRINT
"Create my Stress Management Blueprint using Polyvagal Theory. Map my Window of Tolerance with hyperarousal signs (fight/flight) and hypoarousal signs (freeze). Design vagal toning micro-practices: humming, cold water splash, gargling, extended exhales (4 in, 8 out). Include box breathing (4-4-4-4) and 20-minute self-soothing protocol. Consider my current stress patterns of [description] and triggers of [list]."


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πŸ“’ OpenAI has released the ChatGPT Pro subscription for $100

It includes GPT 5.4 Pro and Pro features like ChatGPT Pulse, with lower Codex limits. Pro users get 5x more Codex usage than Plus. Until May 31st, a promotion doubles usage, making Pro limits 10x higher than Plus.

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❗️ An Oakland jury is set to decide a pivotal lawsuit between Elon Musk and Sam Altman that could reshape the AI industry.

The core issue: whether it’s legal for an organization like OpenAI to use nonprofit backing and mission-driven messaging to build advanced AI, then transition into a highly valuable for-profit entity. A ruling against this model could expose not just OpenAI, but also companies like Anthropic and xAI to legal risk.

Musk argues the shift violates the original nonprofit intent and is seeking to force OpenAI back into that structure, while directing any financial damages to its charitable arm, undermining claims that the lawsuit is driven by personal gain.

OpenAI has pushed back by accusing Musk of anti-competitive behavior and seeking regulatory scrutiny, signaling concern about the evidence that could emerge during the trial.

The stakes are high: with OpenAI pursuing a massive valuation and deep ties to Microsoft, even a partial ruling against it could disrupt IPO plans and shake investor confidence across the AI sector.

This case isn’t just personal drama, it could become the first major legal test of the AI industry’s foundational business model, with ripple effects across the entire ecosystem.

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❗️Perplexity has partnered with Plaid, allowing users to securely link their bank accounts, credit cards, and loan data directly to the AI platform.

This enables the AI to track detailed spending habits, dynamically construct custom budgeting tools, and visualize a user's total net worth alongside their investment portfolios natively within the interface.

Source.

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~ husk

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⚠️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 subscriptions, not to challenge perspectives.

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⚠️ AI as a financial system threat: Inside the β€œMythos” emergency

The U.S. government convened an emergency meeting with Wall Street leaders regarding Mythos, an advanced Anthropic AI model, marking a shift to AI-driven systemic threats.

What is Mythos?
β€’ Next-gen AI capable of autonomous system hacking.
β€’ Exploits vulnerabilities across major OS and browsers.
β€’ Surpasses existing models in cyber capabilities.

Why it hasn’t been released:
β€’ Anthropic withheld public access due to extreme misuse risk.
β€’ Limited rollout to ~40 companies under β€œProject Glasswing”.
β€’ Goal: patch vulnerabilities before exploitation.

Government & Wall Street response:
β€’ Emergency meeting led by Scott Bessent and Jerome Powell.
β€’ Bank CEOs warned current defenses are inadequate.
β€’ AI classified as a systemic financial and national security risk.

Escalating threat landscape:
β€’ Chinese state-backed hackers previously used a weaker Claude model.
β€’ Over 30 organizations reportedly breached.
β€’ Mythos represents a significant leap in offensive capability.

The core uncertainty:
β€’ Controlled access may be insufficient.
β€’ Mythos could evolve faster than defensive systems adapt.

AI is now infrastructure-level risk, forcing governments to treat models like critical weapons systems.

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πŸ“’ OpenAI developed its own ChatGPT-"Mythos" and will also not roll it out publicly.

OpenAI is planning a limited, staggered rollout of a new model with advanced cybersecurity capabilities, mirroring Anthropic's restricted release of its Mythos Preview to a small group of vetted companies.

More and more AI models are now capable enough at autonomous hacking that their makers are treating releases like responsible vulnerability disclosure.

Source.

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