AI Amplifies Existing Cognitive Biases: The Perils of the 'Gacha Brain'
Analysis
Key Takeaways
“ガチャ脳とは、結果を自分の理解や行動の延長として捉えず、運や偶然の産物として処理する思考様式です。”
“ガチャ脳とは、結果を自分の理解や行動の延長として捉えず、運や偶然の産物として処理する思考様式です。”
“Both uniform attention and trainable attention architectures implement the same algorithm via topologically and geometrically equivalent representations.”
“The paper proves that the local limit of the weighted spanning trees on any simple connected high degree almost regular sequence of electric networks is the Poisson(1) branching process conditioned to survive forever.”
“The paper establishes sharp two-sided heat kernel estimates for these Markov processes.”
“The paper computes operator entanglement in closed form and shows that, for Haar-uniform product inputs, their entangling power is fully determined by the latter.”
“The proposed framework achieves superior performance over conventional sensing methods with reduced sensing power.”
“The paper demonstrates "parallel and independent control of 49-channel with negligible crosstalk and high uniformity."”
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“Unifico reduces binary size overhead from ~200% to ~10%, whilst eliminating the stack transformation overhead during ISA migration.”
“The paper reports "exceptionally high deposition rate of 8.7 μm/h with less than 1% AOGs and controllable stress tuning" and "exceptional wafer-average piezoelectric coefficients (d33,f =15.62 pm/V and e31,f = -2.9 C/m2)".”
“Simple sufficient conditions are given that ensure the uniform continuity in distribution for Borel transformations of random fields.”
“The paper proves a central limit theorem for the Euclidean distance between two independent random vectors uniformly distributed on $l_p^n$-balls.”
“The paper formulates a gauge-invariant expression for the orbital magnetic octupole moment and links it to a higher-rank Hall response induced by spatially nonuniform electric fields.”
“HyperGRL delivers superior representation quality and generalization across diverse graph structures, achieving average improvements of 1.49%, 0.86%, and 0.74% over the strongest existing methods, respectively.”
“LLMs appear to compress the diversity of American climate opinions, predicting less-concerned groups as more concerned and vice versa. This compression is intersectional: LLMs apply uniform gender assumptions that match reality for White and Hispanic Americans but misrepresent Black Americans, where actual gender patterns differ.”
“The paper establishes upper bounds on the suboptimality gap in both offline and online settings for private and robust alignment.”
“The paper proposes a higher-order argumentation framework with supports ($HAFS$), which explicitly allows attacks and supports to act as both targets and sources of interactions.”
“The paper determines the exact value of $\mathrm{ex}_r(n, ext{Berge-} kP_{\ell})$ when $n$ is large enough for $k\geq 2$, $r\ge 3$, $\ell'\geq r$ and $2\ell'\geq r+7$, where $\ell'=\left\lfloorrac{\ell+1}{2} ight floor$.”
“The paper proves that the new partition sampling method yields stratified sampling point sets with lower expected star discrepancy than both classical jittered sampling and simple random sampling.”
“Leading LLMs showed a uniform 0.00% pass rate on all long-horizon tasks, exposing a fundamental failure in long-term planning.”
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“The paper gives finite-sample uniform convergence bounds for accuracy and calibration functionals of VLM-induced classifiers under Lipschitz stability with respect to prompt embeddings.”
“It is concerning how quickly its plagued everything. I miss hearing people actually talk about things, show they are actually interested and not just pumping out content for views.”
“Lung masking should be treated as a controllable spatial prior selected to match the backbone and clinical objective, rather than applied uniformly.”
“The paper establishes improved upper and lower bounds on γ(C_ℓ^k) for general ℓ not divisible by k. It also determines the exact value of γ(C_ℓ^k) for integers ℓ not divisible by k in a set of (natural) density at least φ(k)/k.”
“I don’t mean cameras or phones like real videos recorded by iPhones androids are having this same effect on instagram not TikTok not twitter just internet”
“Uniform corruption does not respect how information is distributed across positions, and token-wise marginal training cannot capture multi-token dependencies during parallel decoding.”
“"Vector graphic, flat corporate tech design. Background: 100% solid uniform dark navy blue color (Hex #050A14), absolutely zero texture. Visuals: Sleek, translucent blue vector curves on the far left and right edges only. Style: Adobe Illustrator export, lossless SVG, smooth digital gradients. Center: Large empty solid color space. NO noise, NO film grain, NO dithering, NO vignette, NO texture, NO realistic lighting, NO 3D effects. 16:9 aspect ratio."”
“The paper introduces a sub-Finslerian approach to constructing the system motility map, extending the sub-Riemannian approach.”
“The study reveals pronounced optical anisotropy and the emergence of hyperbolic regime in the NIR.”
“The diameter of the resulting tree is typically of order $n^{1/3} \log n$, up to a $\log \log n$ correction.”
“The research focuses on enhancing microwave heating uniformity in cavities using a 2-bit coding metasurface.”
“InstructMoLE utilizes a global routing signal, Instruction-Guided Routing (IGR), derived from the user's comprehensive instruction. This ensures that a single, coherently chosen expert council is applied uniformly across all input tokens, preserving the global semantics and structural integrity of the generation process.”
“We found that while zero-shot performance was moderate, providing comprehensive examples (few-shot prompting) significantly improved performance for state-of-the-art models...”
“We find that all scoring functions, including using a learned inlier distribution, perform identically.”
“Kinetic energy constructed from exact gradient expansion of second order in uniform gas limit”
“Optimal eigenvalues on a metric graph with densities.”
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“The study investigates greenery perception across different demographics and personalities in multiple cities.”
“The title itself is the primary quote, indicating the core subject of the research.”
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“The paper focuses on sentence-level English to Uniform Meaning Representation parsing.”
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“Model performance is non-uniform across context lengths, including state-of-the-art GPT-4.1, Claude 4, Gemini 2.5, and Qwen3 models.”
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