“About 40% of today’s jobs did not exist 85 years ago, suggesting new roles may emerge even as old ones fade.”

“Is there any uncensored or lightly filtered AI that focuses on reasoning, creativity,uncensored technology or serious problem-solving instead?”

“Instead of diminishing, demand for these skilled professionals appears to be growing.”

“Instead of preloading every single tool definition at session start, it searches on-demand.”

“With AI projects this year, there will be less of a push to boil the ocean, and instead more of a laser-like focus on smaller, more manageable projects.”

“The article explores how combining separately trained models can create a 'super model' that leverages the best of each individual model.”

“DeepSeek’s new Engram module targets exactly this gap by adding a conditional memory axis that works alongside MoE rather than replacing it.”

“By guiding LLMs with case-augmented reasoning instead of extensive code-like safety rules, we avoid rigid adherence to narrowly enumerated rules and enable broader adaptability.”

“What if instead of manually firefighting every drift and miss, your agents could adapt themselves? Not replace engineers, but handle the continuous tuning that burns time without adding value.”

“These modes allow AI to guide users through a step-by-step understanding by providing hints instead of directly providing answers.”

“Softmax takes the raw, unbounded scores produced by a neural network and transforms them into a well-defined probability distribution...”

“Now the interface is just language. Instead of learning how to do something, you describe what you want.”

“「わからないことはAIに聞く」 という行為は、ごく当たり前のものになりました。”

“Nadella wants us to think of AI as a human helper instead of a slop-generating job killer.”

“I am relatively new to coding, and only working on relatively small projects... Using the console/powershell etc for pretty much anything just intimidates me... So generally I just upload all my code to txt files, and then to a project, and this seems to work well enough. Was thinking of maybe setting up a GitHub instead and using that integration. But am I missing out? Should I bit the bullet and embrace Claude Code?”

“When an AI hits an instruction boundary, it doesn’t look around. It doesn’t infer intent. It doesn’t decide whether proceeding “would probably be fine.” If the instruction ends and no permission is granted, it stops. There is no judgment layer unless one is explicitly built and authorized.”

“The model struggled to write unit tests for a simple function called interval2short() that just formats a time interval as a short, approximate string... It really struggled to identify that the output is "2h 0m" instead of "2h." ... It then went on a multi-thousand-token thinking bender before deciding that it was very important to document that interval2short() always returns two components.”

“Instead of letting Claude do all the work, you get a knowledge base you can browse, copy from, and actually learn from. The old way.”

“The article highlights the model's ability to sample a move distribution instead of crunching Stockfish lines, and its 'Stockfish-trained' nature, meaning it imitates Stockfish's choices without using the engine itself. It also mentions temperature sweet-spots for different model styles.”

“The author mentions using ChatGPT, Claude, and Cursor extensively in personal mobile app development.”

“When I checked my balance, I expected that the December 2024 credits (that are now expired) would be used up first, but that was not the case. OpenAI charged my usage against the February 2025 credits instead (which are the last to expire), leaving the December credits untouched.”

“I am using hyperstack right now and it's much more convenient than Runpod or other GPU providers but the downside is that the data storage costs so much. I am thinking of using Cloudfare/Wasabi/AWS S3 instead. Does anyone have tips on minimizing the cost for building my own Gemini with GPU providers?”

“Srefs may be the most amazing aspect of AI image generation... I struggled to achieve a consistent style for my videos until I decided to use images from MJ instead of trying to make VEO imagine my style from just prompts.”

“The core issue is the change in behavior: the model now reproduces almost the same result (about 90% of the time) instead of generating unique images with the same prompt.”

“It's been having serious problems for days... It's unable to access its own internal knowledge or autonomously access files uploaded to the chat... It even hallucinates terribly and instead of looking at its files, it connects to Google Workspace (WTF).”

“Airloom claims that its structures require 40 percent less mass than a traditional one while delivering the same output. It also says the Airloom's towers require 42 percent fewer parts and 96 percent fewer unique parts. In combination, the company says its approach is 85 percent faster to deploy and 47 percent less expensive than horizontal axis wind turbines.”

“Save 90% on a 1min.AI lifetime subscription, now $24.97 instead of $234 through Jan. 31 at 11:59 p.m. PT.”

“Generative classifiers...can avoid this issue by modeling all features, both core and spurious, instead of mainly spurious ones.”

“Learning curves can better capture the effects of multi-task learning and their multi-task extensions can delineate pairwise and contextual transfer effects in foundation models.”

“The study substitutes thermal diffusion with mass diffusion and extends the usual scheme of mass diffusion to comprehend also the anomalous phenomena of superdiffusion or subdiffusion.”

“The article quotes the founder, Su Wen, emphasizing the importance of building their own models and the unique approach of AutoCoder.cc, which doesn't provide code directly, focusing instead on deployment.”

“The resulting observable is mapped into a transparent decision functional and evaluated through realized cumulative returns and turnover.”

“The article is a discussion starter, not a definitive answer. It's based on a Reddit post, so the 'quote' would be the original poster's question or the ensuing discussion.”

“Higgs-like inflation in $f(T,φ)$ gravity is fully consistent with current bounds, naturally accommodating the preferred shift in the scalar spectral index and leading to distinctive tensor-sector signatures.”

“The oscillations are instead *enhanced*, decaying much slower than in the PXP limit.”

“GARDO's key insight is that regularization need not be applied universally; instead, it is highly effective to selectively penalize a subset of samples that exhibit high uncertainty.”

“The switching polarity is dictated by chirality rather than charge current polarity.”

“The article quotes: "The user's obsession with GPT is ominous. It wasn't because there was a desire in the first place. It was because only desire was left."”

“”

“The LLM often generates incorrect answers instead of declining to respond, which constitutes a major source of error.”

“We demonstrate many-electron constructions with vanishing charge-2e sectors, but with sharp signatures in charge-4e or charge-6e expectation values instead.”

“The N-5 Scaling Law: an empirical relationship holding for all examined regular planar polygons and Platonic solids (N <= 10), where the space of optimal configurations consists of K=N-5 disconnected 1D topological branches.”

“AI that answers while looking at your own reference books, instead of only talking from its own memory.”

“Stop pathologizing people who have close relationships with LLMs; most of them are perfectly healthy, they just don't fit into your worldview.”

“This is what I love about Claude - it doesn't just solve the technical problem, it gets the cultural context and runs with it.”

“Tell your coding agent of choice to fetch that any time it wants to write a new GitHub Actions workflows.”

“MoVLR iteratively explores the reward space through iterative interaction between control optimization and VLM feedback, aligning control policies with physically coordinated behaviors.”

“MFT consistently surpasses LoRA variants and even full fine-tuning, achieving high performance without altering the frozen backbone.”

“I've tried waifu2xgui, ultimate sd script. upscayl and some other upscale models but they don't seem to work well or add much quality. The bad details just become more apparent.”

“The model reproduced quite well both the inner rise and outer flat regions of the observed rotation curves using the observed baryonic mass profiles only.”