“"Fixed message rendering bug"”

“But apt install kept spitting out Unifi errors, so of course I asked Claude to help fix it... and of course I ran the command without bothering to check what it would do...”

“AI vulnerabilities exist in behavior, not code...”

“Last night I scheduled "review yesterday's PRs and update the changelog", woke up to a commit waiting for me.”

“The latency is getting low enough that it actually feels like a (very stiff) coworker.”

“Felix Riesberg from Anthropic shared a list of new Claude Cowork improvements...”

“Now there's a planner → checker → revise loop. Plans don't execute until they pass verification.”

“Amp Free leverages advertising to make AI coding assistance accessible.”

“Approximately 89% of trials converged, supporting the theoretical prediction that transparency auditing acts as a contraction operator within the composite validation mapping.”

“I switched to Codex 5.2 (High Thinking). It fixed all three bugs in one shot.”

“I once paid $200 for ChatGPT Pro, but this real-world debugging story proves Codex 5.2 on the Plus plan does the job just fine.”

“I think this problem is a problem of 'format design' rather than a 'tool problem'.”

“Dictionaries, by their very nature, are merely tools for humans to temporarily fix meanings. However, the illusion of 'objectivity and neutrality' that their format conveys is the greatest...”

“AI Agent が業務システムに入り始めたことで、これまで暗黙のうちに成立していた「認可の置き場所」に関する前提が、静かに崩れつつあります。”

“"Initially used a file walker that took 6.6s on Chromium. Profiling showed 90% was filesystem I/O. The fix: git ls-files returns 480k paths in ~200ms."”

“It doesn't just retrieve chunks; it compresses relevant information into "Memory Tokens" in the latent space.”

“生成AIで実装スピードは上がりました。(自分は入社時からAIを使っているので前時代のことはよくわかりませんが...)”

“The new method mHC, Manifold Constrained Hyper Connections, keeps the richer topology of hyper connections but locks the mixing behavior on […]”

“It was not looking good! I was going to lose my App Certififcation if I didn't get it fixed. After trying everything, Claude got me going in a few hours. (protip: to reduce CLS, use skeleton loaders and prefetch any dynamic elements to determine the size of the skeleton. fixed.) Thanks, Claude.”

“The key insight: It's not just logging. At any point - even after a compact - you can reconstruct what Claude was thinking, not just what it did.”

“About 3/4 of the way down the json transcript https://pastebin.com/DnkLtq9g , you will find some code GPT 5.2 wrote and Gemini refined that is a far better way to get them the information they need to fix and improve the code.”

“The model seems to be a step up in web design compared to previous Grok models and also it seems less lazy than previous Grok models.”

“Manus's fix is stupidly simple — 3 markdown files: task_plan.md → track progress with checkboxes, notes.md → store research (not stuff context), deliverable.md → final output”

“I built a tool called PromptSmith that integrates natively into the Claude interface. It intercepts your text and "polishes" it using specific personas before you hit enter.”

“Outside of MidJourney, are there any quality AI upscalers that will upscale it, but also fix the funny feet/hands, and other stuff that looks funky”

“India's IT ministry has given X 72 hours to submit an action-taken report.”

“"We've identified lapses in safeguards and are urgently fixing them," a response from Grok reads. It added that CSAM is "illegal and prohibited."”

“The paper identifies physical theories as least fixed points of admissibility constraints derived from Galois connections.”

“DMSAEs run an iterative distillation cycle: train a Matryoshka SAE with a shared core, use gradient X activation to measure each feature's contribution to next-token loss in the most nested reconstruction, and keep only the smallest subset that explains a fixed fraction of the attribution.”

“The paper develops a general convergence analysis based on a reformulation of the operators by means of a fixed-point equation, providing a list of hypotheses related to the regularization properties of the equation and the convergence of the chosen approximation techniques on suitable subspaces.”

“The paper shows that the Ornstein-Uhlenbeck process can be transformed exactly into a stochastic process defined self-consistently in the comoving frame.”

“The paper characterizes the general form of bijective linear maps that preserve Lie products and operator products equal to fixed elements.”

“The paper constructs cw-expansive homeomorphisms on compact surfaces of genus greater than or equal to zero with a fixed point whose local stable set is connected but not locally connected.”

“The models strongly prefer the inverted ordering for the neutrino masses.”

“PP-ACDC achieves asymptotic (exact) average consensus on any strongly connected digraph under appropriately chosen quantization parameters.”

“DynaFix repairs 186 single-function bugs, a 10% improvement over state-of-the-art baselines, including 38 bugs previously unrepaired.”

“The paper derives closed-form BF structures and develops an efficient first-order algorithm to achieve high-quality local solutions.”

“For fixed $m$ and $n$, the paper characterizes the pairs of parameters $k_1,k_2$ for which $ζ_{G(p,m,n,k_1)}(s)=ζ_{G(p,m,n,k_2)}(s)$.”

“The paper's key finding is that using reduced learning rates for proxy model training yields relative performance that strongly correlates with that of fully tuned large-scale LLM pretraining runs.”

“Analyzing 1.4 million customer transactions across seven markets, our approach reduces false positive and false negative rates to 4.64% and 11.07%, substantially outperforming single-institution models. The framework prevents 79.25% of potential losses versus 49.41% under fixed-rule policies.”

“The construction makes it possible to design infinite families of graphs on which exact and stable completion is possible for every fixed rank matrix through the sum-of-squares hierarchy.”

“RedunCut reduces compute cost by 14-62% at fixed accuracy and remains robust to limited historical data and to drift.”

“The paper initiates the study of these processes, state some theorems and several intriguing conjectures found by computations of the finite Markov chain.”

“The results showcase the real-world feasibility and superior performance of nonlinear MPC for 3D path-following guidance at ground speeds up to 36 meters per second.”

“The paper introduces a practical notion of quasi-ergodicity: ensembles prepared in a small angular patch at fixed purity rapidly spread to cover all directions, while the purity gradually decreases toward its minimal value.”

“The paper proposes a candidate for compactifying moduli spaces of principal bundles for the orthogonal and symplectic groups.”

“The article likely discusses methods related to Fixed-Parameter Tractability (FPT) and enumeration.”

“Outputs at any time t depend only on a fixed-length context window preceding t.”

“Adaptive dispersion thresholds demonstrate superior noise robustness, maintaining accuracy above 81% even at extreme noise levels.”

“Trellis replaces the standard KV cache with a fixed-size memory and train a two-pass recurrent compression mechanism to store new keys and values into memory.”