Josse-posten

The Hormuz pause is over in all but name, Myla becomes the year’s deadliest attack on Ukraine, the floods keep counting — and Iceland’s slim Yes turned into a clear No overnight.

US-Iran exchange resumes: Larak strikes, retaliatory hits on Jordan and UAE, Kharg Island threat

Satellite image of Muwaffaq Salti Air Base in Al Azraq, Jordan — one of Iran’s stated retaliatory targets after the US bombed Larak Island. Photo: Al Jazeera

The US struck two IRGC rocket launchers on Larak Island in the Strait of Hormuz on Saturday — the first American military action against Iran since Trump paused the two-week Hormuz campaign in late July. CENTCOM said the launchers posed an “imminent threat” to shipping; the immediate trigger, per Axios, was suspected attempts to re-mine the strait after the US finished clearing the main shipping lane. Trump had explicitly warned that any vessel placing new mines would be “immediately and systematically destroyed.” Iran’s Tasnim reported two killed and two wounded.

Iran’s Revolutionary Guard retaliated by hitting US air bases in Jordan and the UAE, with tanker fires also reported in the strait. Trump then escalated verbally, posting what appeared to be bombing footage and writing that Kharg Island — the terminal handling roughly 90% of Iranian crude exports — was “being blown to smithereens.” Senior US military leaders have separately warned Defense Secretary Hegseth against expanding the war, and the US announced plans to sanction another Iranian bank. Goldman Sachs data puts oil flows through Hormuz at roughly two-thirds of pre-war volumes — concrete scale for how incomplete the strait’s “clearance” has been in practice.

Myla death toll hits 38 — deadliest attack of the year; Russia floods Ukraine with record Shahed wave

The Russian drone strike on the ammunition depot in Myla, outside Kyiv, has killed 38 people — the deadliest single attack on Ukraine this year. Locals have turned their anger on Ukrainian authorities for storing munitions next to residential homes and an elderly care home. Separately, Russia has flooded Ukraine with a record number of jet-powered Shahed drones straight from the factories, with Kyiv and the surrounding oblast enduring a fourth consecutive day of attacks; a PepsiCo production facility was damaged in one strike. Russia’s defence ministry has also explicitly announced it is preparing “massive” strikes on Ukrainian energy infrastructure ahead of winter (see Ukraine).

Nepal/Tibet floods: nearly 800 confirmed dead, 3,000+ still missing — and Nepal had asked China for early warning

The death toll from last week’s catastrophic flash floods along Nepal’s border with Tibet has risen to nearly 800, with more than 3,000 people still unaccounted for. Rescue teams are battling knee-deep mud under threat of fresh inundation; morgues have run out of room as bodies wash up along the Trishuli River. Fifteen British nationals are among 261 foreigners missing in Tibet, and Australians are also among the missing. A Japan Times investigation reveals Nepal had asked China for early flood-warning systems as risks mounted in the months before the disaster — a system that never materialized. Relief vehicles remain trapped by roads turned to mud.

Iceland votes No: 52.8% reject restarting EU accession talks

The slim Yes lead reported as counting began did not hold. Iceland’s referendum has delivered a clear result: 52.8% of voters rejected the government’s proposal to resume EU membership negotiations, suspended since 2013. The outcome is a significant setback for Iceland’s pro-EU camp and closes off what would have been a new Nordic candidate state.

Omniflake: one Nix flake input that exposes 12,000 flakes

Farid Zakaria (of nixpkgs-multiverse fame) built omniflake — a single flake.nix input that lazily exposes ~12,000 community flakes so you never have to add another flake input again. omniflake.flakes.disko, .flakes.home-manager, .flakes.rust-overlay all just work, with unified nixpkgs via follows handled for you. The trick: inputs are lazy in Nix, so 12,000 entries in the lock file cost nothing until you actually reference them. Building it also surfaced a quadratic-time bug in Nix’s lock-file writer (naming collisions triggered an O(n²) search) — Zakaria fixed it in NixOS/nix#16387, a 21× speedup for large input graphs. nix flake lock with omniflake added takes ~1.5s and downloads nothing you didn’t ask for.

Central norepinephrine deficiency confirmed in cerebrospinal fluid of ME/CFS and post-COVID patients

Aregawi et al. (Brain Communications, 2026) directly measured CSF catecholamines and their metabolites in ME/CFS and post-COVID cohorts against healthy controls and Parkinson’s patients. Central norepinephrine pathway output is significantly depleted in both conditions, and the deficit correlates with fatigue severity and reduced physical endurance. It is the first direct CSF evidence that central noradrenergic output is genuinely reduced — not just functionally blocked at peripheral receptors — which bridges the adrenergic autoantibody finding to fatigue, cognitive impairment, and autonomic symptoms (full write-up in Long COVID & ME/CFS).

Indicator Value Change
S&P 500 (f) 7,708.50 -0.17%
Dow 30 (f) 53,490 -0.18%
Nasdaq (f) 29,504 +0.04%
Russell 2000 (f) 2,979.20 +0.06%
VIX 15.25 +5.68%
Gold 4,493.70 -0.80%
BTC $78,200.87 +0.12%
EUR/USD 1.1601 +0.11%
USD/NOK 9.3592 -0.06%
  • VIX +5.7% — markets pricing in risk after the US-Iran military exchange and threats to Strait of Hormuz shipping (see leader)

World

Grand Canyon flash flood: 1 dead, 20+ missing at Phantom Ranch

A major flash flood tore through Arizona’s Grand Canyon near Bright Angel Canyon and Phantom Ranch on Saturday afternoon, killing one person and leaving more than 20 hikers missing or unaccounted for. Dozens were evacuated. Witnesses described a sudden wall of water arriving on what had appeared to be a clear day.

Niger coup attempt foiled — Russia’s Africa Corps claims credit; Algeria scrambles jets

Nigerien soldiers patrolling outside the town of Ouallam. Photo: Al Jazeera

Soldiers attacked a key military base in Niamey early Saturday but were repelled. Russia’s Africa Corps has claimed it helped suppress the uprising, while Algeria scrambled fighter jets in response to the instability on its southern border. The failed mutiny exposes fractures within Niger’s post-coup military establishment and puts Russia’s expanding Sahel role to the test — it’s one thing to help a junta seize power, another to keep it. Further west, vote counting is under way in Guinea-Bissau’s referendum on strengthening the presidency, backed by the military leaders who seized power ten months ago.

Trump escalates Canada trade war: demands companies relocate, kicks over Lake Ontario sign

Trump demanded all Canadian companies doing business with the US relocate to America “immediately,” called Canada’s leaders the “worst” of any country, and posted video of himself kicking over a Lake Ontario sign and replacing it with a “Lake America” sign. Ontario Premier Doug Ford unveiled a large billboard reading “Lake Ontario — Now and Always.” Google has updated its maps to reflect the US renaming for American users. Amid the friction, a GM union deal would invest C$1.1 billion in Canadian auto manufacturing — a sign industry is hedging.

Tunisia near 50°C: power grid overwhelmed, water supplies disrupted

Record temperatures approaching 50°C have overwhelmed Tunisia’s electricity grid, triggering rolling blackouts that are disrupting water supplies and straining health services — the cascading infrastructure failure that extreme heat now routinely triggers across North Africa: power shortfalls cut pumping capacity, water pressure drops, and heat-related illness spikes simultaneously. On the other side of the ledger, Turkmenistan — identified by UN satellite monitoring as the world’s worst source of methane from oil and gas infrastructure — has started repairing its mega-leaks, with initial fixes confirmed by new UN data.

Afghanistan: five years of Taliban rule, one of the world’s worst humanitarian crises

An Afghan hospital medic — who studied journalism before universities were closed to women — in February 2026. Photo: AFP/Getty Images via HRW

HRW’s five-year retrospective documents the systematic erasure of women from public life — banned from universities, employment, and most public spaces — alongside a humanitarian collapse leaving half the population dependent on food aid. ICC and UN accountability mechanisms are beginning to move, but without enforcement. The report’s scope is what makes it notable: it traces how Taliban rule has become qualitatively worse over time, not a transitional phase.

Israeli settlers storm Palestinian village, seize home; two killed in Nablus; child killed in Gaza strike

Israeli settlers stormed the village of Qusra in the occupied West Bank, seizing a home with the owner still inside. Separately, Israeli forces raided Nablus, killing two Palestinians. In Gaza, an Israeli strike on Deir el-Balah killed a 3-year-old child and one other. World Central Kitchen founder José Andrés renewed his call for an independent international investigation into Israeli strikes on WCK staff.

Coral reefs approaching threshold of irreversible decline, report warns

Further bleaching events are “very likely” this year, following elevated temperatures all over the world. Photo: AP via Al Jazeera

A new scientific report warns that global coral reef coverage is nearing a point of no return. Reefs occupy just 1% of the ocean floor but support a quarter of all marine species. Ongoing ocean warming and acidification are driving rapid die-offs, and scientists say without drastic action, mass bleaching events will soon cause permanent structural collapse rather than cyclical damage.

Also today

Americas
Colombia: President Petro confirms the killing of a key dissident guerrilla leader operating outside the peace process, as the country transitions to a hardline incoming administration — AP News · r/worldnews
Trump administration shelves two of three USDA cyclospora research programs, leaving a surveillance gap for a foodborne parasite that has sickened tens of thousands — The Guardian
AI deepfakes of Jimmy Kimmel and Jon Stewart spread fast — audiences’ trust in political comedians makes them effective misinformation vectors — NPR
Europe
Ferry with nearly 270 aboard capsizes off northern Cyprus: 8 dead, 18 missing, captain and crew detained — BBC · Guardian live
French LGBTQ rights leader hospitalized after homophobic attack in Paris that officials call “despicable” — France24 · r/worldnews
British woman stabbed to death at Rosenheim railway station in Bavaria; 27-year-old German man arrested at the scene — BBC
Africa
Zambia: opposition leader Mundubile charged with treason after leaving the UN compound where he had sought refuge — BBC
Science
NASA launches the Nancy Grace Roman Space Telescope to map dark energy and catalogue 100,000+ exoplanets — BBC · NPR

Ukraine

Ukraine hammers two airfields, Crimean S-400, and Kirishi refinery in sharpened SEAD campaign

Fire at the Russian Yeysk military airfield in Krasnodar Krai following Ukrainian drone strikes, August 30. Photo: United24 Media

Ukrainian forces struck Yeysk (Krasnodar Krai) and Millerovo (Rostov Oblast) airfields overnight Aug 29–30, destroying a Pantsir-S1 air defense system, an aviation ammo depot, and multiple radars including Sopka-2 and Nebo-SV types; satellite heat data confirmed fires at both sites. A Crimea-based S-400 launcher was also destroyed. The Kirishi refinery (790 km from the border) was hit for the fifth time since March 2025 — Ukraine is deliberately repeating strikes to keep refineries offline between repairs rather than one-and-done targeting. Zelensky separately ordered a more than threefold increase in long-range drone strikes on Russia. On the ground, Russian offensives remain largely stalled across all fronts; Ukraine cleared two square kilometers of forest near Kupyansk after suppressing Russian drone coverage, and made minor advances near Slovyansk.

Ukraine’s strike campaign measurably strains Russian economy; Russia threatens winter energy assault

Ukraine’s strikes on Russian marketplaces and logistics have pushed consumer spending on platforms like Wildberries and Ozon down 15%, collapsed retail profit margins from ~15% to ~5%, and forced platforms to raise seller commissions to 47–55% to cover damages — data cited by Russia’s own Sberbank CFO. Ukraine also struck an Ozon warehouse and a power plant in Belgorod via HIMARS. Russia is responding with threats: the MoD explicitly announced preparation of “massive” strikes on Ukrainian energy infrastructure ahead of winter 2026–27, continuing its annual grid-destruction campaign. Russia separately struck six Ukrainian book warehouses in July–August, destroying roughly one-third of Ukraine’s annual print output — systematic cultural erasure alongside the military campaign.

Russia’s Banderol munitions have cut Odesa port traffic by nearly 90%

Russia’s jet-powered Banderol loitering munitions — cheaper and faster to produce than cruise missiles, in serial production since late July, and launched from Crimean airfields via Orion drones and Mi-28N helicopters — have reduced ship traffic through Odesa Oblast ports from 7–8 vessels per day to just one. The weapon enables sustained port interdiction at scale. Turkey summoned Ukraine’s ambassador after Banderol strikes damaged Turkish-flagged vessels; Ukraine’s foreign minister is discussing Black Sea security with Egypt. Russia is meanwhile turning to foreign suppliers for aviation fuel as domestic refinery output falls under Ukraine’s strike campaign.

Also today

  • Ukraine needs 30,000 new recruits monthly just to hold its lines — Yermak calls it the floor, not a target, and concedes anger over coercive recruitment requires reform — Ukrainska Pravda · r/geopolitics
  • Merz says Germany’s coordinated EU/NATO response to the Leipzig airport sabotage drone comes “in the coming days”; reports point to formal attribution to Russia and targeted sanctions — Ukrainska Pravda

Investigations

Maduro posts from US detention as Venezuela’s interim leader defends the 65-billion-barrel oil deal

Nicolás Maduro has shared what appear to be the first photographs from his US detention facility, two days after the announcement of the sweeping US-Venezuela oil deal. With Maduro in US custody, interim president Delcy Rodríguez has been defending the arrangement — which would give Washington effective control over more than 65 billion barrels of proven reserves, the world’s largest — calling its benefits “endless” despite widespread outrage in Venezuela. Trump claims the transaction “more than doubles American oil reserves”; Secretary Rubio called it “a huge win for both peoples.” No terms or implementation details have been released, leaving the substance of the deal opaque.

Estonia’s spy chief: Russia is fragile — revolution could come overnight

Kaupo Rosin, head of Estonia’s Foreign Intelligence Service, gives his first interview with a British outlet and offers a stark assessment: Russia is in a “very bad place” and an abrupt collapse or revolution cannot be ruled out. He describes Putin’s inner circle as increasingly fractured and reads the Kremlin’s expanding sabotage campaign across Europe as desperation rather than strength. EFIS has become one of the West’s most trusted Russia-watchers — MI6 chief Sir Richard Moore called it “pound for pound” likely better than his own service.

An iNews analysis makes the structural version of the same argument: Putin’s determination to surround himself with 70+ year-old Soviet-era loyalists has created compounding dysfunction — the 60-somethings below them resent being blocked, the 50-somethings are squeezed out entirely, and the result is a leadership immune to drone warfare, cyber, and information operations and paralyzed by internal jockeying. The contrast with Ukraine is stark: Zelensky is 48, his defence minister 39, his military commander 43.

US threatens to withdraw Falklands support if UK doesn’t boost defence spending

Pentagon officials have told the UK that American support for British sovereignty over the Falkland Islands is contingent on Prime Minister Andy Burnham raising defence spending — an extraordinary piece of transatlantic leverage, instrumentalizing a core British territorial interest to enforce burden-sharing. It fits a broader pattern of bilateral security guarantees used as bargaining chips.

The intellectual case for a drawdown is being made in parallel: Jennifer Kavanagh (Defense Priorities) and Justin Logan (Cato) argue in Foreign Affairs that the Ukraine war has made conditions for US withdrawal from Europe more favourable — Russian forces are badly degraded, European defence spending is rising, and Europe’s combined GDP is 5–10× Russia’s. Their proposal is specific: cut permanent US fighter squadrons from seven to four, recall three of six destroyers from Rota while retaining Aegis air defence, keep satellites and ISR available.

Putin and Xi to meet at SCO summit in Bishkek as Eurasia’s rail map is quietly rewired

Kyrgyzstan’s President Japarov welcomes Xi Jinping in Bishkek ahead of the SCO summit. Photo: AFP via Al Jazeera

Vladimir Putin and Xi Jinping meet at the Shanghai Cooperation Organisation summit in Kyrgyzstan. The SCO is not formally anti-Western, but both leaders have consistently used it to amplify their joint worldview and coordinate on Ukraine, sanctions, and global governance — all on the agenda given the Iran escalation and the ongoing war.

The infrastructure behind that worldview is taking shape too: Russia, Belarus, and Pakistan are developing a test freight rail route from Minsk and Moscow to Pakistan’s Arabian Sea ports via Iran — a new branch of the International North-South Transport Corridor, whose freight volumes grew 87% in early 2026 as Russia redirects trade away from European networks. Obstacles remain (a missing railway segment in northern Iran, incompatible gauges requiring transshipment), so the project matters less as near-term logistics than as evidence of deliberate Eurasian infrastructure-building outside Western-controlled institutions.

Syria: Turkey and Israel both have boots on the ground — collision risk is growing

Post-Assad Syria has become a live arena of Turkish-Israeli competition, with both countries now maintaining physical military presences in the country. Turkey backs the new Syrian government and wants to shape the security architecture; Israel has conducted strikes and holds positions in southern Syria, concerned about Iranian re-entrenchment and the Druze minority. Syria’s top Druze leader’s declaration that his community is an “integral part of Israel” hands Israel both political legitimacy and security pretext. DW frames the risk of direct conflict as rising as both sides dig in. Damascus, meanwhile, keeps reintegrating diplomatically: Syria and Libya have agreed to reopen their embassies and establish a joint cooperation committee.

Tech

AI crawlers have effectively taken over git.kernel.org — the numbers behind the headline

Kernel.org infrastructure maintainer Konstantin Ryabitsev now has hard numbers behind the story we ran yesterday: 14–16 of the 90 CPU cores across five geodistributed nodes are continuously occupied rendering git commits for scrapers — roughly 20% of total capacity, with spiky peaks higher. Only ~2% of traffic is estimated to be legitimate. The scrapers evolved past Anubis proof-of-work challenges (currently solving difficulty 5, which heats up mobile phones), switched to residential proxy networks to evade IP bans, and treat the billions of cgit-generated URLs as a goldmine of pre-AI training data. The site is reducing exposed functionality in response.

Omarchy’s default Docker group gave any process implicit root

A security researcher found that Omarchy (DHH’s opinionated Arch Linux developer desktop) has added the default user to the docker group since June 2025 — equivalent to passwordless root, because any process can mount the host filesystem via the Docker socket. Since Linux supplementary groups are inherited by child processes, this affected every process in the desktop session: browsers, AI coding agents, npm scripts, editors. The documentation actively obscured this, describing it as running Docker “not as root.” Patched in Omarchy 4.0.1 after responsible disclosure; the post recommends Podman as a genuinely rootless alternative.

Also in the security-by-isolation department: QubesOS QSB-118 documents an arbitrary code execution vulnerability where the error-reporting backchannel used by copy-to-VM could be exploited by a malicious qube to run code in another qube or dom0. Cross-VM compromise is Qubes’ primary threat model — update immediately.

NAT as the internet’s original sin: how address scarcity killed peer-to-peer

An essay arguing that NAT — introduced in 1994 as an emergency band-aid for IPv4 address exhaustion — permanently broke the internet’s peer-to-peer design by making direct incoming connections impractical for home devices. The resulting dependency on relay servers, STUN/TURN, port-forwarding hacks, and punched holes normalized the client-server model and primed users to accept cloud dependence as inevitable. Directly relevant for self-hosters: IPv6 adoption is the only real fix, and it’s still uneven.

“I just chose words carefully”: 17,000 words of hand-justified ASCII

In the late 1990s, a writer named rs1n produced a 17,000-word Super Metroid FAQ with every line perfectly flush-right — no double spaces, no hyphenation, no justification algorithm. He achieved it by choosing words that precisely summed to the line width throughout. His answer to “what program did you use?”: “None. I just chose words carefully.” An extraordinary act of craft obsession, and a useful mirror for anyone who has spent hours massaging a tooltip or button label to fit a tight UI constraint.

Executable emoji: real x86 programs written entirely in Unicode pictographs

A developer noticed that 4-byte UTF-8 emoji (which all begin with F0 9F) decode as valid x86 instruction prefixes and opcodes, making it possible to construct actual .COM executables composed purely of emoji characters. The post catalogs which emoji map to which x86 instructions (🐸 → lahf, 🐰 → mov al,imm8, etc.) and culminates in a working VGA demo — 141 bytes, saved as UTF-8, runs as a DOS COM program in DOSBox. The “useful gadgets” section (“BunnySad: 🐰😔 — Stack repair”) is especially unhinged in the best way.

Inside the core memory of a 1980 Spacelab computer

Ken Shirriff tears down the core memory stack from a Mitra 125 S computer that flew aboard the Space Shuttle’s Spacelab — a 1980-era system that stored data as magnetic flux in tiny ferrite rings threaded with hand-wound copper wire. The post documents the full architecture — core planes, diode selection matrices, sense amplifiers, and driver boards — with characteristically excellent close-up photography. Core memory was obsolete when this flew; NASA kept it for radiation hardening and reliability.

Also today

Dev tools
Grayscale-only code highlighting where brightness signals semantic importance: types and imports dimmed, control flow emphasized — quieter, and easier to scan for what matters at runtime — hank.bond · HN
Rust calls for real-world testing of a nightly function-overloading design for C++ FFI, built on a splat compiler feature that dispatches separate typed arguments through traits — Inside Rust · Lobsters
Systems
ReactOS 0.4.16: working HD audio via a newly imported sklhdaudbus bus driver, Microsoft’s open-sourced KMDF enabling a new class of driver ports, and multi-monitor groundwork — ReactOS · Lobsters
A community developer wrote a Linux framebuffer driver adding HDMI output to Silicon Motion’s SM750 — functionality the vendor’s own driver omits — GitHub · HN
History
Matrox, a detailed history: from 1987 TMS34010 professional cards through the dominant Millennium era and the market-losing Parhelia, and how NVIDIA won by understanding that gaming, not workstations, was the volume market — Abort Retry Fail · HN
12TB Steam “Teraleak” spills unreleased games, prototypes, and internal materials spanning more than a decade — content considered permanently lost — Ars Technica · HN

AI & Automation

Claude Code silently appends session URLs to every commit and PR description

Claude Code has been automatically adding claude.ai/code/session_... URLs to all commit messages and PR descriptions without any opt-in prompt or onboarding notice — meaning private session links have been appearing in public git histories and PR comment threads. The fix is to set attribution.commit: "" in .claude/settings.json. GitHub issue #66504 is now closed with enhancement/UX labels, but the default remains opt-out. The community push is to make this opt-in with a first-commit prompt — or at minimum surface the suppression setting somewhere discoverable.

ChatGPT Work: what it actually is and why it matters

An iconographic census of “pelicans in her piety” across London — built and deployed to Cloudflare Workers by ChatGPT Work from a single prompt. Image: Simon Willison

Simon Willison spent extensive time mapping what OpenAI’s confusingly-named “ChatGPT Work” product actually does differently from Chat. Key new capabilities: code execution with open internet access (unlike Claude’s short allowlist), a full headless Chrome instance it can drive, a persistent shared filesystem across sessions (171 folders across Willison’s runs), multi-agent sub-task delegation, scheduled prompt automations, and one-command site deployment via Cloudflare Workers. Willison raises the obvious prompt-injection risk — Work combines access to private data, untrusted web content, and exfiltration vectors — and notes OpenAI hasn’t been transparent about mitigations.

Multi-agent AI system makes novel mathematical discoveries — no human in the loop

Three 604-point kissing configurations in R¹¹ under the same orthogonal projection into 3D; all three share a 432-point rational core (light gray). Image: arXiv:2608.23691

“The Station” is an open-world multi-agent environment where agents from different model families — no central coordinator, no scripted pipeline — pursue shared mathematical research goals autonomously. The paper reports genuine new results: a novel infinite family of finite-field Kakeya sets, three new 604-point kissing configurations in R¹¹, improved lower bounds for Erdős’s minimum-overlap problem, and new infinite families of Book Ramsey numbers. Crucially, the agents also produced human-readable theorems explaining why the constructions work. All agent dialogues, proofs, and verification code are released.

In the same vein, a new paper uses SAT/SMT solvers to make progress on Tarski’s High School Algebra Problem — which identities involving +, ×, and exponentiation hold for all positive integers — finding counterexamples and verifying conjectured identities at scales not reachable by hand. Automated reasoning as a tool for open problems, not just verification.

31K hourly LLM benchmark scores: day-to-day variance is 3× larger than same-day noise

Within-day vs between-day score variation across 31,352 hourly measurements. Image: aistupidlevel.info

An analysis of 31,352 hourly benchmark scores from aistupidlevel.info found within-day variation of 2.8 points but between-day variation of 8.4 — a model can score differently on Tuesday than Monday with no model change. The platform uses CUSUM change-point detection to separate genuine drift from noise, and explicitly tracks silent model updates behind stable API names. Implication: benchmark snapshots from different days are not directly comparable, and “my model got worse” reports need to be judged against this baseline.

A related methodological critique from time-series anomaly detection: the fifth entry in a benchmarking video series argues a century-old statistical method beats deep-learning SOTA on TSB-AD-M — not because the algorithm is better, but because the benchmark’s evaluation is flawed, and most published TSAD results don’t reproduce under fair evaluation.

Diffusion language models: two perspectives on the emerging architecture

Two complementary posts make the case for diffusion as a serious alternative to autoregressive language modeling. Sander Dieleman (audio/music diffusion at Google DeepMind) goes deep on continuous diffusion LMs — models that denoise in embedding space rather than across discrete token steps — covering theoretical underpinnings and open problems. The Kuleshov group’s tutorial is hands-on, walking through how to actually build one. Unlike autoregressive generation, diffusion LMs attend bidirectionally throughout the denoising process, which may unlock qualitatively different generation capabilities.

Command AI agents, don’t just use them — a military doctrine argument

In a War on the Rocks piece that cuts through the hype, Army officer Cody Nichols argues the Pentagon’s AI adoption push frames the problem wrong: you don’t “use” an autonomous agent, you command it. Drawing on mission command doctrine — centralized intent, decentralized execution — he lands on concrete operational implications: units should deploy open-weight models locally (he runs Qwen3 on consumer hardware in his basement) so agents can operate when comms are severed, reducing dependence on vendor platforms. He proposes accountability frameworks with certified agents tracked like personnel, starting with intel and cyber pilots before scaling.

Also today

Claude
Max plan’s “20x Pro limits” applies to the rolling 5-hour window, not weekly usage — the effective weekly cap is closer to 2× the $100 plan, and Anthropic’s own page is ambiguous — r/ClaudeAI · X
Solo Max users with API org access find their default org spend limit set to $200,000 with no alerts enabled — check billing settings and cap it — r/ClaudeAI
Opus 4.6 randomly skips extended thinking in Claude Code — traced to budget_tokens being 0 in some sessions; set --budget-tokens explicitly — r/ClaudeAI
PhD researcher documents Claude Code creeping from argparse-and-plotting helper to writing most experiment scaffolding — and what that does to reproducibility and credit — r/MachineLearning
Automation
One bad IF condition: 47,000 n8n runs in 6 hours and $2,500 in API costs before a budget alert fired; the resulting hardening list covers per-workflow rate limits, global ceilings, circuit breakers, and kill switches — r/automation

Long COVID & ME/CFS

Central norepinephrine deficiency confirmed in cerebrospinal fluid — directly relevant to adrenergic autoantibody profile

Aregawi et al. (Brain Communications, Vol. 8, Issue 3, 2026) directly measured CSF catecholamines and their metabolites (DHPG, MHPG) in ME/CFS and post-COVID cohorts vs. healthy controls and Parkinson’s patients as positive controls. Result: central norepinephrine pathway output is significantly depleted in both conditions. The deficit correlates with fatigue severity and with reduced physical endurance (handgrip duration) — a direct neurobehavioral readout.

For this patient’s profile: β1- and β2-adrenergic receptor autoantibodies (both maxed at >40 U/ml) suppress NE receptor signaling at target tissues. This paper provides the first direct CSF evidence that central noradrenergic output is genuinely depleted in ME/CFS/LC — not just functionally blocked peripherally, but reduced centrally. It mechanistically bridges the autoimmune finding to the fatigue, cognitive impairment, and autonomic symptoms through a pathway the patient’s AAb profile is specifically positioned to disrupt.

VSL#3 probiotic: first proper RCT shows durable fatigue improvement in LC

DELong#3 (randomized placebo-controlled, British Journal of Biomedical Science, 2026): 4 weeks of VSL#3 reduced fatigue 24.24% vs 6.06% for placebo, and the benefit persisted after stopping supplementation. Multi-omic analysis showed coordinated shifts in gut microbiome composition and immune-related pathways.

Less directly relevant to this patient’s autoimmune/T-cell profile, but the first RCT of a microbiome-targeted approach showing durable benefit in LC fatigue. The immune co-changes in the multi-omic data suggest the effect is not just symptomatic masking. Worth noting if front-line options remain limited.

Tracking

Awaiting results
ADDRESS-LC (bezisterim, Phase 2) — topline results expected Q3 2026; enrollment completed May 26; 84-day trial window puts readout around late August–September; not yet released as of 2026-08-31
ANKTIVA COVID-4.019-Long (IL-15, Chan Soon-Shiong) — trial window closed July 2026; no results released
RECOVER-AUTONOMIC IVIG (Gamunex-C, NCT06305793) — completion passed July 2026; no results published; ivabradine arm was already negative (ACC March 2026)
Larazotide Phase 2a (Harvard/MGH, NCT05747534) — primary completion July 31, 2026; no results published yet
Awaiting preprints
Locci/Penn germinal center B cells — PolyBio May 2026 symposium; no preprint yet
Brodin/Karolinska WGS in severe LC — PolyBio May 2026 symposium; no preprint yet
Ongoing trials
ANKTIVA INTERRUPT_LC (UCSF, NCT07108036) — ongoing to October 2026; IL-15 CD8+/NK expansion trial; safety primary
EXTINCT immunoadsorption (MHH Hannover) — n=60 ME/CFS enrolled, sham-controlled; no results published
TURN-LC immunoadsorption (Amsterdam UMC, NCT07316127) — recruiting; completion Dec 2027
Rapamycin RCTs (Mount Sinai/Putrino + Simmaron) — both results expected November 2026
REVERSE-LC (baricitinib, Phase 3) — neurocognition endpoint expected November 2026; all-data July 2027
Sipavibart RCT (Klimas/NSU, NCT07021794) — ongoing; primary completion December 2026
SHIELD triple antiviral (Mount Sinai, NCT07597902) — enrolling 2026; valacyclovir + celecoxib + Paxlovid
ResetME (daratumumab, Haukeland) — recruiting; results ~2027
cd ~/repos/josse-posten && claude --resume 6fbfaaee-86cd-429b-b436-8b77ecaa4a2e