Israel votes Tuesday: West Bank sealed, a Hebron neighbourhood razed, Tel Aviv demands an Oct 7 inquiry

Israel will close all West Bank land crossings on election day, cutting off tens of thousands of Palestinian workers. In Hebron, troops levelled an entire neighbourhood and drove hundreds of families from their homes, as collective punishment for a militant attack on an army checkpoint. In Tel Aviv, thousands rallied for an official commission of inquiry into the failures of October 7. The race between Netanyahu and Gadi Eisenkot is tight, and both camps are fighting a parallel online war with bots, deepfakes and voter surveillance. The ultra-Orthodox draft exemption could break any coalition, whoever wins.

Separately, Netanyahu has authorised Israeli diplomatic support for Argentina’s claim to the Falkland Islands. The move aligns Israel with the Milei government and complicates relations with the UK at a sensitive moment.

Iran rebuilt its drone production through 1,300 Chinese air shipments

Iran has reconstituted its drone manufacturing with dual-use components delivered in about 1,300 Chinese air shipments, according to Iran News Wire. The components get around sanctions and feed both domestic military production and supply chains to Russia and regional proxies.

France: nearly 1,000 arrested as protests turn violent — Italy sends the army into Milan

Hundreds of thousands marched across France on Saturday in largely peaceful daytime protests over school underfunding, teacher shortages and policing. After nightfall, clashes broke out in Paris and other cities, with fireworks and tear gas. Nearly 1,000 people were arrested; more than 70,000 officers had been deployed. Demonstrations over living costs and public-service cuts spread to Italy, Spain, Albania and Portugal.

Italy responded by deploying soldiers to guard central Milan, raiding homes in the city, and moving to approve tougher anti-riot laws.

Finland is teaching Britain how to counter Russian hybrid warfare

Finland, which shares a 1,340 km border with Russia, is directly advising the UK on how to detect and respond to hybrid tactics: cyberattacks, disinformation, infrastructure sabotage and political interference. It is part of a wider NATO push to share Finland’s hard-won knowledge with less-prepared allies.

Zelenskyy: 2,000 missiles to the Middle East in 48 hours — Ukraine got 24 in 90 days

Western partners delivered roughly 2,000 missiles to Middle East partners within 48 hours of the Iran escalation, Zelenskyy said, while Ukraine received 24 over the preceding 90 days. He also enacted sanctions against Russian missile manufacturers, ballistic weapons makers and military drone suppliers.

He said separately that China has enough influence over Putin to force an end to the war — as Kim Jong Un crossed the newly opened Yalu River bridge into China, a visible symbol of the ties between Russia’s two key partners.

153-drone barrage kills five civilians; Russia fields a faster Geran-5

Russia launched 153 drones overnight; Ukraine downed 119. At least five civilians were killed: four in Dnipropetrovsk Oblast, three of them in Synelnykove, and one in Kharkiv. A drone hit a five-storey apartment building in Vinnytsia, and Russia kept targeting the Zaporizhzhia cable-stayed bridge as part of its campaign against Dnipro logistics. ISW notes two new Geran-5 variants with redesigned fuselages reaching up to 900 km/h — on par with the Kh-101 — intended to drive down Ukrainian intercept rates.

Frontline: largest Pokrovsk motorized assault of 2026 repelled

Russia’s only confirmed gain of the day was southeast of Dobropillya. Near Pokrovsk, Russia launched its largest motorized assault in the area this year, with motorcycles and vehicles in pre-dawn low visibility on 21 October; Ukrainian forces repelled it and killed 43. Pressure continued on the Kharkiv, Kupyansk, Lyman and Kostyantynivka axes without Russian gains. Russian FPV drones hit a civilian evacuation vehicle in Slovyansk.

270 POWs come home — including five Olenivka survivors listed as dead

Ukraine brought 270 soldiers home from Russian captivity, most of them held since 2022. Among them were five survivors of the Olenivka prison attack who had been listed as dead. Separately, the NYT reports that North Korea is rapidly advancing its ballistic missiles and mass-producing attack drones with direct Russian technical support.

Dan Luu: developers still think with pre-agentic cost models

AI has dramatically lowered the cost of ambitious projects, Dan Luu argues, but most developers haven’t updated their priors. His examples — a custom regex engine, an accelerated ripgrep fork, a Rust interpreter — each took a few hours, not months; a competitive Azul board-game AI took about five. The piece includes a substantive counterpoint from Yossi Kreinin: most developers should be less ambitious with AI, because agentic loops lack clear success criteria and maintaining generated code you don’t fully understand is a real risk without deep domain expertise.

Most software is slow because of bad design, not slow languages

Sean Goedecke makes the Amdahl’s-law case against rewrites for speed: a CRUD app that spends half its request time in the database can at most double throughput by moving to C, even if C were 50× faster. The real speedups he has seen in production come from caching, async I/O, parallelism, killing N+1 queries and skipping unneeded work. The notable exception is Bryan Cantrill’s C program that got 30% faster in a naive Rust rewrite, because the idiomatic Rust data structures had better cache locality.

The polyglot’s dilemma: how MongoDB conformance-tests 12+ drivers with YAML

A. Jesse Jiryu Davis describes the Unified Test Format: spec behaviour encoded as YAML test cases that every MongoDB driver runs through its own test runner. Adoption deleted 22,000 lines of runner code across seven drivers (6,000 in Java alone), and C++ CRUD-spec violations dropped from 4.7 to 0.6 a year. The corpus grew from about 1,000 to 124,000 lines of YAML between 2021 and 2026. The research is accepted at IEEE ISSRE.

Twelve years of distributed SQLite

Philip O’Toole looks back on rqlite. The CP design decision made at the start was never changed, and it shaped every choice that followed. The core idea — a Raft log in front of SQLite — has since been reinvented by “at least eight teams”, each arriving at the same shape from different requirements. His view: distributed relational storage has only a few natural corners — consensus for strong consistency, streaming replication for disaster recovery, and merge-based eventual consistency.

Astral brings uv and ty together

uv and ty now share project understanding. The headline is uv check: one command that prepares the environment, installs dependencies and runs ty across the project. ty also understands PEP 723 inline script metadata, so scripts with declared dependencies get completions, hover and go-to-definition based on their actual requirements. Experimental; needs uv 0.12.3+ and ty 0.0.76+.

How Cerebras deploys 3-trillion-parameter models across 59 wafers

Pipeline parallelism puts whole layers on individual wafers, with only activations moving between chips over RDMA. Kimi K3 (3T parameters) needs 59 wafers: linear-attention layers have fixed-size state and fit two per wafer, while dense layers need KV cache and get one each. Keeping the pipeline saturated with many concurrent requests is how they reach 1,000–2,000+ tokens per second.

In the same vein for local inference, gpu-unlock is a Linux kernel module that rewrites speed-selector registers before the Nvidia driver loads, lifting the artificial FP16/BF16 cap on RTX 3000 cards (GA102–GA106). An RTX 3090 Ti goes from 87.5 to 157 BF16 TFLOPS; LLM prefill and diffusion benchmarks show 14–36% gains.

How to run a city builder on 12.5 MHz

SimCity didn’t run every subsystem every frame. A counter cycles 0–15, and traffic, fire, power and crime each update on their assigned frame, giving an average eight-frame lag to player input — which, the author argues, feels better than instant updates for a city. Assetto Corsa uses the same pattern to update reflection cubemaps incrementally. “Do I need to run this every frame?” remains an underused question.

200,000 creative jobs gone — how much is actually AI?

US employment in media, film and the arts is down about 200,000 from its peak. Ernie Tedeschi separates the threads: part of the decline predates generative AI (streaming, newsroom consolidation), part follows the post-2022 inflection. The hardest-hit groups — visual artists, writers, translators — match what current models can do, while live performance has held up.