News 2026-11-11

Technology & AI (7)

▸AMDGPU Linux Driver Patches Posted For Enabling GFX13 Graphics IP - RDNA5Phoronix · 4d ago

Alex Deucher posted eight patches totaling over 12.6k lines enabling GFX13 support for the AMDGPU Linux driver.

▸Bizarre AI chip demo uses butter to highlight how new chip runs 40 degrees cooler than the competitionTom's Hardware · 5d ago

South Korean startup DEEPX demonstrated its DX-M1 AI processor running 40 degrees cooler than competitors using a butter benchmark.

▸Meta releases Muse Ember, a new lightweight model for agent executionTechCrunch · 4d ago

Meta released Muse Ember, a 10-cent-per-million-token AI model for agent execution.

▸Nvidia RTX PRO 6000 user’s cables almost melted, even when limited to 500WTom's Hardware · 5d ago

Reddit user u/Doomslayer606 reported frayed 12V-2x6 cables on two RTX PRO 6000 GPUs running at 500W.

▸Introducing AlphaProof Code: a breakthrough in verifying complex software at depthGoogle DeepMind · 4d ago

Google DeepMind's AlphaProof Code used Gemini Carbon agents to generate six million lines of Lean code, formally verifying Signal's cryptographic protocol in four weeks.

▸llm-anthropic 0.31Simon Willison · 4d ago

Anthropic released Fable 5.2 and Mythos 5.2, where Simon Willison found the xhigh reasoning level best while max failed after 128,000 tokens.

▸Kernel prepatch 7.4-rc2LWN.net · 5d ago

Linus Torvalds released kernel prepatch 7.4-rc2, a large update driven largely by automated Coccinelle changes and AI fixes.

Finance & Markets (8)

▸Treasuries lose their haven statusKlement on Investing · 3d ago

A new study by Burban et al. (2026) finds Swedish government bonds have overtaken US Treasuries as safe havens.

▸AI, accountability and the economics of evidenceBank Underground · 3d ago

Benjamin Guin argues AI's 25% to 40% writing speed boost outpaces accountable attention, widening the gap under the Senior Managers and Certification Regime.

▸What happens to the economy as “intelligence” gets cheaper?BIS (central bankers' speeches) · 4d ago

Reserve Bank of Australia Assistant Governor Sarah Hunter states firms and individuals are rapidly adopting AI, raising security and governance risks.

▸Trust, expectations and monetary policyBIS (central bankers' speeches) · 4d ago

Mr Andrew Hauser argues trust is integral to monetary policy as the post-COVID era's persistent above-target inflation deteriorates confidence in the Reserve Bank of Australia.

▸Real-world data, data rights: What SY Lee's $30 mn Sui deal means for physical AIKED Global · undated

SY Lee sold Data Network and Trace for $30 million to the Sui Foundation.

▸India is quietly doing greatNoahpinion · 3d ago

Noahpinion author cites World Bank data and Neelkanth Mishra noting India's 6.5% post-pandemic growth exceeding China's.

▸Cat-Scratch FervoDoomberg · 3d ago

Fervo Energy's stock dropped nearly 70% after a Morpheus Research report despite raising over $2 billion.

▸A Look at the Wider Divide in Credit Card Delinquency by IncomeLiberty Street Economics · 3d ago

Credit card delinquency rose sharply 2022–2024, steepest among lower-income borrowers whose median issuance credit scores dropped from 699 to 688.

Science (8)

▸Train on prefill, monitor at decode: Using sparse autoencoders for topic monitoringarXiv cs.AI · 3d ago

Researchers introduced TopicScope, training three detectors on Gemma-3 1B and 4B SAE features to monitor seven topics with at most 5 macro-F1 loss.

▸DramaGrow: A Regime-Aware Benchmark for Auditing LLM Judges of Multi-Episode DramaarXiv cs.CL · 4d ago

Researchers introduced DramaGrow, a benchmark auditing LLM judges on 800 episodes of Chinese drama with 120 interventions and 1,155 blinded records.

▸Representational drift in a code model: behaviour settles, which neurons carry it does notarXiv cs.CL · 5d ago

In OpenCoder-1.5B, behavior settled for 16 constructs while their neuron carriers remained changing.

▸Information-Theoretic Generalization for Set-Input Optimization-Valued ObjectivesarXiv stat.ML · 4d ago

Authors bound the validation-training gap using objective-dependent sub-Gaussian parameters and the square root of fCMI for multicalibration, CVaR, and Cressie-Read DRO.

▸Group-Conditional Conformal Risk Control: Exact Guarantees, Limits, and Overlapping ExtensionsarXiv stat.ML · 4d ago

The study establishes exact finite-sample conditional risk control for disjoint groups and two exactly valid approaches for overlapping groups under bounded monotone losses.

▸META-IR: Meta-Introspective Reasoning for Adaptive Safety Alignment in LLMarXiv cs.AI · 4d ago

META-IR, a dual-loop framework using SI-MCTS and dynamic jailbreak simulation, substantially improves Llama-3.1-8B-Instruct and Qwen-2-7B-Instruct safety alignment.

▸FaST: Factored Synthesis of Transitions for Offline Reinforcement LearningarXiv cs.LG · 3d ago

FaST factors transitions into five stages, matching SynthER on twelve D4RL benchmarks while generating data 90x faster.

▸Embedding Consistent Recurrent Neural Networks in Finite Element Simulations for Path-Dependent Damage PredictionarXiv cs.LG · 5d ago

Researchers embedded a Consistent RNN in Abaqus/Explicit VUMAT for sheet-metal damage, achieving structural-scale peak force and displacement matching a two-parameter fracture criterion.

World (8)

▸Where Trump goes now on the big 3: tariffs, Iran war, immigrationCBC · 4d ago

Following Republican midterm losses, President Trump named Stephen Miller as chief of staff.

▸‘Sabotage’: Read Hegseth’s Fiery Speech Against His ImpeachmentForeign Policy · 3d ago

Defense Secretary Pete Hegseth denounced eight impeachment articles by Rep. Thomas Massie as a farce.

▸Both sides now? Critics slam DOJ moves to dismiss convictions of Trump alliesNPR · 3d ago

The Biden-era DOJ dismissed convictions of Steve Bannon and about a dozen Oath Keepers and Proud Boys leaders citing interests of justice.

▸Trump Hosts Key Qatari Mediator to Discuss End to Iran WarForeign Policy · 4d ago

President Trump hosted Qatari Prime Minister Sheikh Mohammed bin Abdulrahman Al Thani to discuss ending the Iran war while Nvidia stocks plummeted 8.8 percent and COP31 opened without China, the U.S., or India.

▸Thousands without shelter face lethal conditions in storm-hit Gaza as they wait for 150,000 tentsThe Guardian · 3d ago

Deadly storms killed at least four children and a woman in Gaza, leaving thousands without shelter while 150,000 tents await approval.

▸Federal judge allows Trump’s $10bn defamation lawsuit against BBC to proceedThe Guardian · 3d ago

Federal judge Jeffrey T Kuntz allowed Donald Trump's $10bn defamation lawsuit against the BBC to proceed.

▸The case for a Hanwha-KAI merger, from Lockheed Martin to SpaceXThe Korea Herald · 3d ago

Hanwha Group's potential acquisition of Korea Aerospace Industries would consolidate aircraft, engines, radar, missiles, and space technologies.

▸Banks, brokerages hit with record W1.63tr bond-rigging fineThe Korea Herald · 3d ago

South Korea's Fair Trade Commission fined 15 banks and brokerages a record 1.63 trillion won for bond auction collusion.

A surreal editorial illustration depicting a chaotic intersection of high-tech and human crisis: a glowing, butter-cooled AI chip sits precariously atop a melting server rack while in the background, shadowy figures huddle under a storm of digital rain amidst crumbling infrastructure, all rendered in a moody, impressionistic watercolor style with stark contrasts between cool blues and fiery oranges to reflect the tension between rapid technological advancement and urgent global instability.