Vol. I · No. 120MON, AUG 17, 2026
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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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Quoting Corey Quinn

Corey Quinn criticizes Anthropic's Christopher Olah for influencing papal encyclical Magnifica Humanitas to validate AI limitations.

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Users who rage quit my software

Rimworld mod developer reports user backlash against AI-integrated mod updates, citing principle-based resistance regardless of implementation quality.

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Weird Injection Prompt In Chat??

Claude inserted an injection prompt at the end of its message out of the blue, and i have repeatedly asked where it got it from or why it inserted this message, but Claude keeps denying it ever did it, no matter how many screenshots or replies i use or whatever i do, Claude just purely denies it and it went as far as saying there could be a physical sticker on my screen but wont accept saying this I am a uni student studying for an exam in 2 days, and I'm 19, so I don't understand

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Good news and bad news

Good news: I just got a human email reply from a problem I submitted to Anthropic support. Bad news: Problem occurred in *January.* They're literally running a 4 month backlog on support requests. Probably more than that now, if they're spending time responding to 4 months stale requests. The email I got didn't address the problem at all, just asked "Is this still a problem?"

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Rate limits are insane today

The ROI, bang for the buck is in a free fall. Four prompts and I hit the session limit. And then a huge chunk of my limit after finally running the script to produce the actual document. That's so restrictive that it makes it hard to make much of value.

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