Vol. I · No. 63SUN, JUN 21, 2026
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Nobody wants to tell me why they only listen to their own Suno slop

Do you even like art? | Image: Cath Virginia / The Verge, Getty Images There's this alarming trend in the Suno subreddit. People aren't just prompting AI songs; they're sitting around listening almost exclusively to their own slop. And in some cases, they proudly proclaim that they don't listen to music on traditional streaming platforms anymore - it's just AI all day. "Does anyone just listen to their own music now and not even music on Spotify anymore.?" "I definitely listen to my own music most of the time now. Why wouldn't I? It's album after album of bangers" "Guilty as charged. It's an ...

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AI warfare is already here

The Convention on Certain Conventional Weapons, an international forum that focuses on lethal autonomous systems, is hosted twice a year at the United Nations in Geneva. When Branka Marijan attended in November 2017, she thought the five-day sessions - which dealt largely in hypotheticals, speculating on a world where warfare was fought with killer robots - would be business as usual. After all, this was technology some thought might never be developed, and likely never deployed. That year, she quickly realized, was different. That distant, imagined future was suddenly closer and realer than ...

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I let Claude rank every YC Spring 26 startup — round 2

Follow-up to my W26 post a few months back. Ran the same Claude pipeline on the YC Spring 26 (X26) batch. Same setup: for each company, Claude scrapes founder LinkedIn profiles, searches for press and traction signals, and checks the product to see if something real exists or it's just a landing page. Then it scores on founder credibility, product reality, market opportunity, and competition, and assigns a tier from S to D. Demo Day is June 16, so the batch is mid-flight and rankings will keep shifting as more companies launch. Most are B or C tier, which feels about right for this stage. ...

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[D] Where do you go for serious AI research discussion online? [D]

Looking for communities where people actually dig into ML/AI research, not hype, not "look what I built with an LLM API," but discussions about papers, training dynamics, debugging real models, infra problems, that kind of thing. I'm specifically interested in places where you can post something like "I'm seeing X behaviour in my SSL training, here's the loss curve, anyone seen this before?" and get thoughtful replies instead of generic advice.

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Uber president says AI spending is getting ‘harder to justify’

Uber president Andrew Macdonald (pictured) says its “hard to draw a line” between AI spending and deliverable features. | Photo: Zed Jameson/Bloomberg via Getty Images After reportedly exhausting its annual AI budget just four months into 2026, Uber is now questioning whether it's actually seeing meaningful returns on its investments. In an interview with Rapid Response, Uber president and chief operating officer Andrew Macdonald said the company isn't seeing a connection between rising token consumption for Claude Code and more useful features being delivered to consumers. "That link is not ...

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Why terminal

Hello, I'm on Windows having setup both Claude Code App and Terminal, but I find the App simply more convenient to use. I have had several people pushing me to use the Terminal saying "the App is low" and "Terminal is so much better" ... but when I inquired none of those people could actually name a single thing that the App would be missing (everything they mentioned the App has as well) or a single concrete reason why I should switch to Terminal beside vague phrases So is the terminal substantially better than the App in something, are there reasons to switch besides being used to it and p...

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SkillOpt treats markdown skill files as trainable parameters with proper optimization machinery

Paper came out recently that formalizes something a lot of agent builders have been doing ad hoc. They use a frontier model to propose bounded edits (add/delete/replace) to markdown skill files, then gate every edit against a held out validation set. Only strict improvements accepted, ties rejected, rejected edits become negative signal for the next round. Few things worth noting: Best skills converge with 1 to 4 accepted edits out of many more proposals. Edit budget of 4 to 8 per step works best, remove the cap and performance collapses. Median final skill is \~920 tokens. A skill optim...

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A reality check on the AI jobs hysteria

Haven’t you heard? White-collar jobs are going away, decimated by AI. Waves of layoffs in the tech sector (most recently at Coinbase and Meta and Cisco) are said to presage what will soon come for all of us knowledge workers. But before you quit your job as a software developer or financial analyst—or tech journalist—and…

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It’s time to address the looming crisis in entry-level work.

Artificial intelligence has not so far produced a clean story of mass unemployment. Aggregate employment in developed countries remains broadly stable, and recent assessments have found limited evidence that AI has shifted the headline numbers. But a troubling change may be hiding beneath the surface: the quiet weakening of the first rung of the career…

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Just passed the new Claude Certified Architect - Foundations (CCA-F) exam with a 985/1000!

The original post was removed by Reddit Filters, so I made new one with same content. I just got my results back today and managed to snag the Early Adopter badge as well. Following up on my recent DP-600 certification, I really wanted to validate my architecture skills specifically on the Anthropic side. The exam covers a lot of practical ground on prompt engineering for tool use, managing context windows efficiently, and handling Human-in-the-Loop workflows. Link to join: https://anthropic.skilljar.com/claude-certified-architect-foundations-access-request Training courses: https://anthr...

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Annoying AI tell that seems to have spiked recently: "honest caveat"

I noticed that Claude Code was giving me a lot of unsolicited caveats with phrasing like "honest caveat" or "genuine caveat" when this kind of hedging was absolutely unnecessary. I figured other people might be seeing the same thing so my instinct was to use Google Ngram but the cutoff year of 2022 meant that I had to use a different method. So I used Google search with quotes around the phrase "honest caveat" and set the time bound to different time intervals and compared the number of search results as a proxy for how usage has changed over time in indexed pages. As it turns out, while del...

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Any tips on forming a good memory file on yourself for claude?

I see in non coding related chats claude is always guided by the memory file and its responses are shaped by it. I feel like if you had a really solid memory file you could make a lot more progress with life related things and other discussions with claude. Anyone explored this?

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Strix Halo users, a rejected PR can give you up to 30% faster PP for MOEs.

Here's the PR by pedapudi. https://github.com/ggml-org/llama.cpp/pull/21344 It's merge request has been denied so it will not be in mainline llama.cpp. The changes are so small that I just put them into whatever the current release of llama.cpp is. Read the PR for more info. It will only work with MOEs. Also, it gives the most boost at low context. As the context rises, the gain diminishes. Pedapudi explains why that happens in the PR. Here are some numbers. It really works well. The tiny amount of time it takes me to apply the code to the current release of llama.cpp is time well spent. ...

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Qwen3.5 35B A3B uncensored heretic Native MTP Preserved is Out Now With the Full 785 MTPs Preserved and Retained, Available in Safetensors, GGUFs. NVFP4, NVFP4 GGUFs and GPTQ-Int4 Formats

Safetensors, llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved: [https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved](https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved) GGUFs, llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved-GGUF [https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved-GGUF](https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved-GGUF) NVFP4, llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-N...

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CXMT started selling ram to corsair

They started producing cheaper ram for corsair, hopefully it will get cheaper for consumers [https://www.tomshardware.com/pc-components/ddr5/chinese-memory-maker-cxmt-enters-the-mainstream-consumer-memory-with-corsair-vengeance-ddr5-kit-chinese-made-dram-emerges-as-an-antidote-for-crushing-shortages](https://www.tomshardware.com/pc-components/ddr5/chinese-memory-maker-cxmt-enters-the-mainstream-consumer-memory-with-corsair-vengeance-ddr5-kit-chinese-made-dram-emerges-as-an-antidote-for-crushing-shortages)

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