News · 2026-10-04

34 stories

AI agents restrain rogue AI with 7-year-old Nvidia memory.

Technology & AI (10)

Arm sent Linux kernel patches implementing "TLBID" for high core count CPUs, requiring LLVM 23 or GNU Binutils 2.46.
Nvidia raised the 7-year-old Shield TV Pro price by $100 to $299.99 due to AI memory shortages.
antirez's DwarfStar 4 runs DeepSeek V4 on Macs at 790.2 tokens per second.
Dell released updates for CSM versions before 1.17.0 to fix five flaws, including CVE-2026-63688 and CVE-2026-63692, enabling unauthenticated admin access and root on Kubernetes nodes.
▸AI on Your Gaming PCHackaday · today
Strata by Niko1221 runs a 125-billion-parameter Qwen3.8 LLM on gaming PCs using a 29 GB lookup table.
NVIDIA launched the $4,999 DGX Spark 64GB while raising the 128GB model to $6,950.
▸The ESP32, An SDR In ItselfHackaday · today
Espargos and Reddit user h0m3us discovered that certain ESP32 family chips with earlier Tensilica hardware function as receive-only software-defined radio receivers.
Nvidia launched the Open Agent Safety Platform on September 28, 2026, using BlueField-4 DPUs to quarantine rogue AI agents.
Asus patched two router vulnerabilities and 13 motherboards, fixing CVE-2026-14157 and CVE-2026-13313 in firmware 3.0.0.6_102.
Microsoft tracked attackers exploiting CVE-2026-73570 in Zimbra 10.1.20 before August 13 disclosure.

Finance & Markets (8)

Chartbook argues the AI race is not the Manhattan Project but a new script driven by trillionaire greed and junk bonds.
Or, at least, that’s what the data seems to suggest
Financial Services Commission Chairman Lee Eog-weon presides over an emergency meeting with CEOs of Hana Bank, KB Kookmin Bank, and Shinhan Bank following leaks affecting 25,000 Shinhan customers.
Employ America predicted the Fed's early 2026 hike after the February 92,000 net jobs lost release.
The summary contains no facts, figures, names, or events to compress into a sentence.
David Lagakos and Todd Schoellman argue inputs account for 55–70 percent of GDP per worker differences in their new NBER working paper.
▸Flippin’ heckKlement on Investing · 3d ago
Lee et al. (2026) found Gemini 3.1 Flash investment recommendations flipped for up to one-third of stocks when using AI summaries.
▸My excellent Conversation with Luis GaricanoMarginal Revolution · 2d ago
Luis Garicano argues Spain's 100 percent GDP growth since 2008 funded pensions rather than investment.

Science (8)

The study introduces FaithConflict to reveal alignment-induced unfaithfulness increases sharply at the DPO stage, creating a trilemma.
Researchers replaced native sigmoid, tanh, and SiLU functions with degree-3 or degree-4 bfloat16 programs in four GB200 tasks, improving throughput by up to 8.0%.
MemBench shows Stable Diffusion's memorization is halved by false mitigations, while exact tests reveal ten of twenty-four generators reproduce nothing.
LOL, a Python package for GEO transcriptomics, evaluated across six cohorts with 18 to 566 samples, identifies distorted interpretations from leakage and confounding.
RNA-IFlow-RL achieves 85.19% Pass@1 on Rfam-27 by coupling coordinated variation with thermodynamic selection.
Researchers present OFoldNA, an all-atom diffusion model incorporating secondary structure information for accurate nucleic acid structure prediction.
Deep ReLU networks learn $d$-dimensional spectral Barron functions at a minimax optimal rate of $n^{-\frac{d+2s}{2d+2s}}$ with $n$ samples.
Authors propose Steepest Guidance, a novel framework treating inference-time alignment of flow and diffusion-based models as a sequential optimization problem.

World (8)

Russian drone struck Kyiv's Northern Bridge injuring two people as German chancellor Friedrich Merz visited.
Russia will intensify strikes on Ukraine after President Volodymyr Zelenskyy said Ukraine would increase attacks on Russian oil refineries.
Russian drones hit Kyiv's Pivnichnyi Bridge injuring two while German Chancellor Friedrich Merz visited Kyiv to meet President Volodymyr Zelenskyy.
On October 4, 2026, Russia struck the Northern Bridge in Kyiv as German Chancellor Friedrich Merz met President Volodymyr Zelenskyy.
On Oct. 4, 2026, Trump threatened 300% tariffs on Korea over its $350 billion US investment commitment.
Pakistan attacked Afghanistan after the Taliban claimed nine to ten civilians died in a dispute over September 18 attacks killing 31.
Trump announced an $8.4 billion oil project is included in a deal with South Korea.
Brazilians voted in a presidential election pitting incumbent Luiz Inácio Lula da Silva against far-right senator Flávio Bolsonaro, son of jailed former president Jair Bolsonaro.