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Knowing How the Image Was Made

People often discuss AI art as though dislike of it were mainly aesthetic: perhaps viewers find it bland, derivative or emotionally hollow. “The Ethics of AI Art,” by neuroaesthetics researcher Ionela Bara, points to a different source of resistance. In her experiments, learning more about how an image generator works changed people’s moral judgments without changing how much they liked the resulting pictures.

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TBPN surfaced the piece through its July 30 standalone interview, Martin Shkreli Breaks Down the Collapse of Situational Awareness. The episode uses the abrupt unwinding of Leopold Aschenbrenner’s AI-focused hedge fund to explain a durable financial lesson: an investment thesis can remain broadly right while the trade built around it fails.

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The contest over global finance is shifting from currencies to the infrastructure that moves money. America still dominates that infrastructure through the dollar, its banks and firms such as Visa and Mastercard. Yet governments increasingly see dependence on American payment rails as a strategic vulnerability. Their response is to build national and regional alternatives - a trend that could weaken American financial power while making the global system more costly and fragmented.

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Epstein, 46 others linked to decades of sex assaults at Interlochen, over 70 victims (r/news)

• Matookie: “Epstein, who was a regular visitor to Interlochen, contributed nearly a half million dollars from 1990 to 2003. He and Maxwell often stayed in the Jeffrey E. Epstein Scholarship Lodge, which he had paid to have constructed. The two were also known to have paid for scholarships of several children.” Well damn.
• Hell-Yea-Brother: This is the longest high-profile no-convictions case ever.
• DomLite: We already know about Epstein. Name the other 46.

Red Cross declares crisis over blood supply shortage in US for second time its history (r/news)

• RWingsNYer: They just laid off all the blood donation team at my local hospital. You know, the ones that go to different places so people can donate blood so you don’t have to go to the hospital to do it? Yeah, them.
• baksdad: I’m doing what I can. Pretty much every two months since I was 17. I’m now 68.
• Random_Person_246810: Unfortunately, they need to start paying cash if they want heads in beds (like they do with plasma).

Women of Reddit: What did a guy do on the first date that instantly made you decide there wouldn’t be a second? (r/AskReddit)

• ColdCaseKim: Told me I was pretty cute, “but there’s a big difference between cute and beautiful,” and proceeded to explain it to me.
• IcyFine419: Give me an ‘expert’ lecture about my own job, even though he knew nothing about it
• DogHorror1184: I invited him over to my apartment and he brought all of his belongings. like pots and pans and everything. I had to have my landlord make him leave lmao.

What is a hobby that requires little to no money? (r/AskReddit)

• DrHugh: Birdwatching. You can easily get free apps, or check out a book from the library. And you can just look out your window to notice what birds there are.
• Imaginary-Fly-2160: Needle felting! You can use old thrift shop sweaters and you get to be all STABBITY!
• AceMcVeer: Well it sure as fuck isn’t miniature wargaming

Atheists, how do you deal with the fear of death? (r/AskReddit)

• b_vitamin: I like how Alan Watts describes it: what was it like before you were born?
• mvndanke: Find beauty in the day to day.
• Impossible_Gap3338: Everyone dies. When your time comes it comes, no need to be in constant fear

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MSFT up 8% AH. What happened? Did Satya resign? (Blind)

• luptnfb (Salesforce): It is because they DID NOT increase capital expenditure for AI scam. First hyperscaler to not increase. This indicates that AI bubble is finally in the bursting zone. Everyone probably knew this was coming which is why the chip stocks are getting destroyed on the same day. Amazon reports tomorrow. Won’t shock me if they reduce capital expenditure tomorrow. If they do, then AI is done and OpenAI, Anthropic, NVIDIA etc. are all SCREWED
• Salesplay (Salesforce): Yes, he has been replaced by Satire Nutella as CEO
• Dr.Ai.ML (Broadcom): Hope that would lead to Green Day tomorrow and ai momentum will be back

Make sure you exceed expectations at Meta! (Blind)

• bk1876 (Meta): Such a shit company.
• Avf31sd (Microsoft): My head hurt from reading this, I can’t understand corporate texts, it’s like they’re made to make your head hurt. Wtf does that even mean? In plain words?
• chat2 (Meta): Yes? Same as any job or business outside of maybe the post office where performance management is minimal? People seem to forget why they got into tech and top companies…

Three of Meta’s worst directors are now at Google (Blind)

• obama2 (Asana): Lingjuan?
• 3xPlusOne (AMD): I personally know a research scientist who left Google Brain to join Meta only to deeply regret the move, so much so that he left Meta shortly to found his own startup
• poppy12 (Oracle): That’s how it works in this industry. Failing upwards.

“Clapping Is a First Amendment Right:” An Interview With the Person Arrested for Clapping at a Data Center Meeting (r/technology)

• Pickel_Bucket_317: I’m immediately doing a records request for all meeting minutes/videos and see if anyone clapped for things the council approved and if they were kicked out for it. If not , then a lawsuit for viewpoint discrimination and free speech violations
• thaiberius_kirk: All these tech bros and the people who are pro-tech bros have the thinnest fucking skin.
• GWstudent1: Cops need to be prosecuted for flagrant violations of civil rights. Qualified immunity should not cover the most obvious incidents of violations of civil rights.

Innocent man spends 18 months in prison after Skyrim username mixup (r/technology)

• Cypher2: This man’s lawyers need a new job
• KikoSoujirou: So they found no other evidence connecting him to the conversations in question nor could they verify he even was logged in/using the app at the time yet they still convicted him. Scary
• ThrownAway17Years: This could have been avoided if they just copy and pasted.

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Quick facts

• Difficulty: HARD
• Problem: Custom LeetCode-style prompt: Count Nodes in a Distributed Tree
• Topics: Distributed Systems, Tree, Asynchronous Programming, State Machine, Idempotency

Problem gist

Every tree node runs in a separate process or on a separate machine. A node knows only its parent and its direct children, and it can communicate with them only by sending asynchronous messages.

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Quick facts

• Difficulty: MEDIUM
• Problem: Construct Binary Tree from Preorder and Inorder Traversal
• Topics: Array, Hash Table, Divide and Conquer, Tree, Binary Tree

Problem gist

Two arrays describe the same binary tree:

• Preorder visits each node before its children: root, left subtree, right subtree.
• Inorder visits each node between its children: left subtree, root, right subtree.

The task is to rebuild and return the tree. Every value is unique, and the two arrays are guaranteed to describe the same tree.

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A training environment is part of the model

The official Microsoft Research Blog published this post on July 30, 2026. Its central argument is that computer-use agents do not improve merely by seeing more synthetic websites or more demonstrations. They need environments that preserve the causal structure of real work: permissions, shared state, multi-step dependencies, error behavior, and consequences that remain coherent across screens and users.

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Techmeme surfaced WIRED’s July 30 report, “Google’s Gemini Can Now Stomp Around as a Humanoid Robot,” about Google DeepMind’s attempt to move general-purpose AI out of chat windows and into machines with arms, hands, and legs. The eye-catching demonstrations show humanoids tidying shelves, tying bags, and handling lightbulbs. The deeper advance is architectural: Google has assembled perception, planning, motor control, and adaptation into a layered system that can operate several kinds of robots rather than one machine trained for one fixed routine.

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Artificial-intelligence sovereignty sounds like national control over models, chips and computing infrastructure. For most countries, that goal is unrealistic. The frontier is increasingly dominated by America and China, whose governments can shape not only how advanced models are made safe, but also who is allowed to use them. The practical challenge for everyone else is therefore to reduce vulnerability without wasting fortunes on an impossible race for total independence.