◯ Ahbar WEEKEND EDITION #28 · 2026-11-15 · 30 DISPATCHES
I CS · II AI · III Math · IV Physics · V Systems · VI Bio · VII Crypto · VIII Econ · IX IR & Geo · X Phil & Cog
🔥 TRENDING OPEN-SOURCE REPOSITORIES & AI MODEL RELEASES
Trending developer tools, open weights & applied hardware
Show HN: Kuşların sesini duyan ve onları 1800'lerden kalma resimler gibi çizen bir e-mürekkep çerçevesi

Published via Show HN (Trending Repos & Tools) in Computer Science & Software. Primary discussion and technical specification available at the linked source.

GitHub Kaynak Kodu ↗Ahbar Analizi →
Show HN: Bloomberg Terminali'ne paranız yetmiyor mu? Sorun değil, bir sonraki en iyi şeyi yaptım

Published via Show HN (Trending Repos & Tools) in Computer Science & Software. Primary discussion and technical specification available at the linked source.

GitHub Kaynak Kodu ↗Ahbar Analizi →
TTB: Yalnızca Kod Çözücü Görünüm Sentez Modellerinin Verimli Bir Şekilde Oluşturulması için Test Zamanında Pişirme

Decoder-only Large View Synthesis Models (LVSMs) with KV-cache have recently achieved state-of-the-art quality by regressing novel views from neural networks without reconstructing 3D geometry, while Test-Time Training (TTT) layers save computation but sacrifice quality.

GitHub Kaynak Kodu ↗Ahbar Analizi →
IComputer Science & Software (3)
Languages, compilers, distributed systems, databases, formal verification and open-source software.
01

💡 SUMMARY: Check out the finer details of the more technical fixes implemented into Discord recently.

02

💡 SUMMARY: Published via Show HN (Trending Repos & Tools) in Computer Science & Software. Primary discussion and technical specification available at the linked source.

03

💡 SUMMARY: Published via Show HN (Trending Repos & Tools) in Computer Science & Software. Primary discussion and technical specification available at the linked source.

IIAI & Machine Learning (3)
Large language models, autonomous agents, learning theory, computer vision, robotics and inference.
04

💡 SUMMARY: Decoder-only Large View Synthesis Models (LVSMs) with KV-cache have recently achieved state-of-the-art quality by regressing novel views from neural networks without reconstructing 3D geometry, while Test-Time Training (TTT) layers save computation but sacrifice quality.

05

💡 SUMMARY: Recent work suggests that pretrained image generators encode real-world understanding beyond image synthesis.

06

💡 SUMMARY: Decision models answer a question with a typed output, such as a choice among options with a probability for each, so one model can choose an agent's actions, evaluate actions already taken, or score every action to teach a policy with reinforcement learning.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)Codearchive#llm·#open-weights·#agents·#reinforcement-learning▲▼
IIIMathematics & Formal Sciences (3)
Number theory, combinatorics, logic, formal proof assistants (Lean 4 / Rocq), algebra and analysis.
07
Toward the abelian category of positive Lagrangians · arXiv Mathematics (NT, CO, AG, LO, AT, GR)

💡 SUMMARY: We introduce a geometric construction whose terminal configuration determines the kernel and cokernel of a morphism between positive Lagrangian branes in the derived Fukaya category of a Calabi-Yau manifold.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#number-theory·#combinatorics·#high-energy·#algebra-geometry▲▼
08

💡 SUMMARY: Kalah is a classic two-player game in the mancala family of sowing games.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#number-theory·#combinatorics·#algorithms·#decision-theory▲▼
09
Dimension drop for superlevel sets of the uniform Littlewood constant · arXiv Mathematics (NT, CO, AG, LO, AT, GR)

💡 SUMMARY: For (x,y)\inℝ^2 and Q≥ 1, set F_Q(x,y)=Q\min_{1≤ q≤ Q}\lVert qx\rVert\lVert qy\rVert, where q ranges over positive integers and \lVert·\rVert denotes distance to the nearest integer.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#number-theory·#combinatorics·#analysis-pde·#post-quantum▲▼
IVPhysics, Quantum & Space (3)
Quantum computing, condensed matter, astrophysics, high-energy theory and optics.
10

💡 SUMMARY: Light can manipulate magnetic order and its excitations on ultrafast timescales, including through resonantly driven phonons.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#quantum-computing·#condensed-matter·#materials-science·#optics-photonics▲▼
11

💡 SUMMARY: Quantum key distribution (QKD) generates shared secret keys whose security rests on the laws of physics rather than on computational assumptions.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#quantum-computing·#condensed-matter·#optics-photonics·#rust▲▼
12

💡 SUMMARY: Phenomenological models of quantum-gravity-induced decoherence can leave observable effects even in experiments that do not rely on interferometric measurements.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#quantum-computing·#condensed-matter·#astrophysics·#clean-tech▲▼
VSystems, Hardware & Applied Tech (3)
Operating systems, kernels, consumer hardware, devices, semiconductors, computer architecture, networking and InfoSec.
13
Security updates for Friday · LWN.net (Linux & Kernel Engineering)

💡 SUMMARY: Security updates have been issued by AlmaLinux (.NET 10.0, .NET 8.0, .NET 9.0, firefox, gcc, grafana, grafana-pcp, gstreamer1, gstreamer1-plugins-base, java-1.8.0-openjdk, kernel, kernel-rt, libimobiledevice, mingw-libpng, nginx:1.24, nodejs:22, nodejs:24, perl-CGI, perl-DBI, qt5-qtbase, tigervnc, vim, and xorg-x11-server), Debian (apache2, c-ares, linux-6.12, node-shell-quote, nova, parted, postgresql-17, python-django, sympa, and tomcat10), Fedora (cockpit, erlang-ssl_verify_fun, httpd, ignition, jackson-bom, jackson-core, jackson-databind, jackson-modules-base, libvirt, mod_http2, mongo-c-driver, poppler, prometheus, pylint, python-discovery, python-loguru, python-PyMuPDF, rabbitmq-server, rust-crypto-bigint, rust-ctutils, rust-elliptic-curve, rust-num-bigint, rust-num-bigint0.4, rust-num-modular, rust-num-modular0.6, rust-num-prime, rust-routinator, rust-zmij, strongswan, xen, xorg-x11-server, and zvbi), Mageia (amule, peazip, and python-pytest), Red Hat (buildah, fence-agents, go-fdo-server, grafana, grafana-pcp, oci-seccomp-bpf-hook, osbuild-composer, podman, and rhc), SUSE (ansible-core, apr-util, aspell, brotli, cadvisor, civetweb, distribution-registry, elemental, elemental-register,, elemental-operator, elemental-system-agent, elemental- toolkit, ffmpeg, firefox, gimp, git-annex, go1.26, go1.27, golang-github-prometheus-prometheus, google-cloud-sap-agent, google-guest-agent, google-osconfig-agent, goose, gosec, graphicsmagick, haproxy, hauler, hawk-apiserver, hawk2, hcloud-cli, jhead, jsoup, kernel, librsvg, libXtst, libxtst, nodejs24, nvidia-open-driver-G07-signed, nvidia-open-driver-g07-signed, open-iscsi, perl-XS-Parse-Keyword, perl-xs-parse-keyword, python-asyncssh, python-Brotli, python-django, python-joserfc, python-M2Crypto, python-Pillow, python-pillow, python313-setuptools, rsyslog, speex, tiff, trivy, udisks2, vsftpd, xen, and xorg-x11-server), and Ubuntu (apache2, charybdis, debian-lan-config, glibc, golang-github-seccomp-libseccomp-golang, hiredis, httpie, imapfilter, lhasa, libjgraphx-java, libjwt, libsolv, linux-fips, linux-hwe-6.8, linux-hwe-7.0, linux-nvidia-tegra, minissdpd, ncmpc, nfdump, node-tough-cookie, openconnect, pillow, pngquant, python-gevent, radicale, ruby-openid, sa-exim, signing-party, sudo, tigervnc, and x11vnc).

🔬 Technical Detail →Source ↗archive#kernel-os·#performance·#rust·#databases▲▼
14

💡 SUMMARY: All about making things affordable

🔬 Technical Detail →Source ↗archive#computer-architecture·#semiconductors▲▼
15
Doom GPU Flame Graphs Code · Brendan Gregg (Systems Performance & eBPF)

💡 SUMMARY: Imagine halving the resource costs of AI and what that could mean for the planet and the industry -- based on extreme estimates such savings could reduce the total US power usage by over 10% by 2030 1 .

🔬 Technical Detail →Source ↗Codearchive#kernel-os·#performance·#compilers·#combinatorics▲▼
VIBiotech, Medicine & Materials (3)
Bioinformatics, computational neuroscience, genomics, protein design, materials science and clean tech.
16

💡 SUMMARY: Predicting how mutations impact protein function and stability remains a key challenge in computational biology.

🔬 Technical Detail →Source ↗Codearchive#bioinformatics·#genomics-proteins▲▼
17

💡 SUMMARY: RNA foundation models with diverse architectures have shown promise for learning representations of messenger RNA (mRNA) sequences.

🔬 Technical Detail →Source ↗Codearchive#bioinformatics·#genomics-proteins▲▼
18

💡 SUMMARY: The deepTools suite is widely used for quality control, summarization, and visualization of high-throughput sequencing data.

🔬 Technical Detail →Source ↗Codearchive#bioinformatics·#genomics-proteins·#combinatorics▲▼
VIICryptography, Web3 & Protocols (3)
Zero-knowledge proofs, post-quantum cryptography, consensus protocols, smart contract security and MEV.
19

💡 SUMMARY: Published via Vitalik Buterin's Blog in Cryptography, Web3 & Protocols. Primary discussion and technical specification available at the linked source.

20

💡 SUMMARY: We implement privacy-preserving local electricity exchanges using an automated market maker on the Hyperledger Besu network under QBFT consensus.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#cryptography·#zkp·#decision-theory·#quant-finance▲▼
21

💡 SUMMARY: The game "Mafia'' is a social deduction game where n players attempt to uncover a covert coalition of m players among the n.

VIIIEconomics, Markets & Quantitative Finance (3)
Macroeconomics, monetary policy, econometrics, quantitative finance, market design and industrial organization.
22

💡 SUMMARY: AI buying agents may alter sellers' incentives as well as consumers' decisions.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#econometrics·#macroeconomics·#decision-theory·#quant-finance▲▼
23
Learning Dynamics of the Influencer's Game in Resource Landscapes · arXiv Economics (econ.EM, econ.GN, econ.TH)

💡 SUMMARY: Across domains as varied as ecology, economics, and online platforms, individuals are incentivized to position themselves within resource-rich strategy spaces.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#econometrics·#macroeconomics·#decision-theory·#market-design▲▼
24

💡 SUMMARY: Research on pay dispersion has long asked whether unequal rewards increase or depress performance.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#econometrics·#macroeconomics·#complex-systems▲▼
IXInternational Relations, Geopolitics & Strategy (3)
Grand strategy, technology & semiconductor policy, defense analysis, energy security and international law.
25

💡 SUMMARY: How to avert a new world war.

🔬 Technical Detail →Source ↗archive#geopolitics·#defense-strategy▲▼
26

💡 SUMMARY: Cómo evitar otra guerra mundial.

🔬 Technical Detail →Source ↗archive#geopolitics·#defense-strategy▲▼
27

💡 SUMMARY: In just a few days’ time, U.S.

🔬 Technical Detail →Source ↗archive#geopolitics·#defense-strategy·#number-theory▲▼
XPhilosophy of Science, Decision Theory & Cognition (3)
Philosophy of science, formal epistemology, decision & game theory, cognitive science and complex systems.
28
The Tournament Equilibrium Set Is PSPACE-Complete, Even under Hereditary Uniqueness · arXiv Game Theory, Complex Systems & Soc-Phys (cs.GT, nlin.AO, physics.soc-ph)

💡 SUMMARY: The tournament equilibrium set (TEQ), proposed by Schwartz in 1990, is a classical voting rule based on pairwise majority comparisons.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#decision-theory·#complex-systems·#algorithms▲▼
29
Physical Observables and Superselection · arXiv Game Theory, Complex Systems & Soc-Phys (cs.GT, nlin.AO, physics.soc-ph)

💡 SUMMARY: It is well-known that a physical state may be represented by a unit vector in a Hilbert space, whilst a physical observable may be represented by a self-adjoint operator on that same space.

🔬 Technical Detail →Source ↗PDFHTML (ar5iv)archive#decision-theory·#complex-systems·#quantum-computing▲▼
30

💡 SUMMARY: Higher-order node-based synchronization provides distinct mechanisms for discontinuous synchronization transitions.

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