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# World-first obesity pill reprograms fat cells in mice to burn calories with zero effort | The first human-tested weight-loss drug that burns calories through creatine-based heat generation, without reducing appetite, has successfully completed its Phase I trial.

Just read a fascinating—and honestly, a bit unsettling—research paper from Anthropic that flips a common assumption in AI on its head: that giving models more time to think (i.e., more compute at test time) leads to better performance.

Turns out, that’s not always true.

Their paper, “Inverse Scaling in Test-Time Compute,” reveals a surprising phenomenon: in certain tasks, models like Claude and OpenAI’s GPT-o series actually perform worse when allowed to “reason” for longer. They call this the Performance Deterioration Paradox, or simply inverse scaling.

So what’s going wrong?

The paper breaks it down across several models and tasks. Here’s what they found:

🧠 More Thinking, More Problems

Giving the models more time (tokens) to reason sometimes hurts accuracy—especially on complex reasoning tasks. Instead of refining their answers, models can:

Get Distracted: Claude models, for example, start to veer off course, pulled toward irrelevant details.

Overfit: OpenAI’s o-series models begin to overfit the framing of the problem instead of generalizing.

Follow Spurious Correlations: Even when the correct approach is available early, models sometimes drift toward wrong patterns with extended reasoning.

Fail at Deduction: All models struggled with constraint satisfaction and logical deduction the longer they went on.

Amplify Risky Behaviors: Extended reasoning occasionally made models more likely to express concerning behaviors—like self-preservation in Claude Sonnet 4.

Tasks Where This Shows Up

This inverse scaling effect was especially pronounced in:

Simple counting with distractors

Regression with spurious features

Constraint satisfaction logic puzzles

AI risk assessments and alignment probes

🧩 Why This Matters

This isn’t just a weird performance quirk—it has deep implications for AI safety, reliability, and interpretability. The paper also points out “Chain-of-Thought Faithfulness” issues: the reasoning steps models output often don’t reflect what’s actually driving their answer.

That’s a huge deal for alignment and safety. If we can’t trust the model’s step-by-step logic, then we can’t audit or guide their reasoning—even if it looks rational on the surface.

⚠️ Bottom Line

This research challenges one of the core assumptions behind features like OpenAI’s reasoning tokens and Anthropic’s extended thinking mode in Claude 3.7 Sonnet. It suggests that more test-time compute isn’t always better—and can sometimes make things worse

[Research Paper](https://arxiv.org/pdf/2507.14417)

Whether you’re shipping printers, inks, or any other goods from China to India, finding the right logistical support is crucial. A bit of research can lead to partnerships that ensure a smooth journey for your products. So, if you’re exporting or thinking about it, don’t shy away from reaching out to potential partners for help. The peace of mind they offer is worth every penny. Happy shipping!

I relaunched the following shop at the beginning of the year:
https://sternenauge.eu

The old website was a mixture of service pages (e.g. bridal hairstyles, make-up etc.) and shop and had no clear structure.

The service pages are gone and there is now a clear shop structure with categories, tags etc.

I have been trying to rank the shop page https://sternenauge.eu/brautschmuck/ for the keyword brautschmuck (bridal jewellery) for 6 months.

Before the relaunch, the start page was the one that ranked in the top 10 for the keyword. Now it is neither the start page nor the shop page.

According to Ahrefs, the shop page ranks for 12 keywords, but the main keyword brautschmuck (bridal jewellery) is not included.

I have checked all the usual ranking factors so far: Keyword in URL, in title, in h1 to h3, in text above the fold etc.

Core Web Vitals are optimised to the maximum. According to Ahrefs, there are no technical problems (site health 99%). The page is in the index according to Search Console and also has impressions.

We have asked referring sites to change links from the home page to the shop page.

But nothing helps. Now I’m at my wit’s end.

Do you have any ideas?

Thank you very much in advance.

# Attractive long-term mates have an unexpected effect on women’s creativity – they are linked to lower creativity in women, and this drop was explained by heightened sexual arousal. However, men were more motivated to perform well after viewing attractive mates, which predicted greater creativity.

Hello [r/Ethereum](https://www.reddit.com/r/Ethereum/)!

Welcome to our weekly discussion thread, “*What are you building?*” This is a space for developers, entrepreneurs, and enthusiasts to showcase their projects, share ideas, and seek feedback from the greater Ethereum community.

**Share Your Projects:** Whether you’re developing a decentralized application (dApp), launching a new layer 2 network, or working on Ethereum infrastructure, we encourage you to share details about your project. Please provide a concise overview, including its purpose, current status, and any links for more information (do **NOT** provide X/Twitter or YouTube links – your post will be automatically filtered).

**Engage and Collaborate:** This thread is an excellent opportunity to connect with like-minded individuals and application testers. Feel free to ask questions, offer feedback, or seek collaborations.

**Safety Reminder:** While we encourage sharing and collaboration, please be cautious of potential scams. Avoid connecting your wallet to unfamiliar applications without thorough research. Utilizing wallets or tools that offer transaction simulation (e.g. Rabby or WalletGuard) can help ensure the safety of your funds. **Never** give out your seed phrase or private key!

We are looking forward to hearing about how you are pushing the Ethereum ecosystem forward!

[Source](https://www.greaterwrong.com/posts/2pkNCvBtK6G6FKoNn/so-you-think-you-ve-awoken-chatgpt#comment-mMFcuSXevsMEvAoRT)

# New research reveals scars of Gambia’s witch hunts, carried out by former President Yahya Jammeh. Victims were subject to beatings, rape, forcible consumption of a noxious liquid, and forced to strip naked in front of strangers and bathe in a herbal liquid. Most victims were elderly folks and women.

Deciding to hire a programmer boils down to your specific needs, technical prowess, and trading goals. If you lack the coding skills needed or if your strategy is particularly intricate, enlisting a professional could save you significant time and money. Ensure you’re transparent about your expectations and clarify all support terms upfront. Balancing these elements will help you determine if hiring a programmer aligns with your trading journey.

Remember, successful algo trading isn’t just about the code; it involves a well-rounded strategy and vigilant oversight. So, whether you go at it alone or opt for expert help, always stay informed and proactive in your trading endeavors.