30 stories, 115 Manifests cited.
Kling 4.0 undercuts Seedance 2.5 on price and adds multi-shot prompts, Kling's own technical report says the bottleneck is now semantic control, and new tools push AI presenters and long-form editing.
Broadcom's TPU shipments doubled to nearly 2 million H100-equivalents in a quarter, Lambda announced a $33.1 billion Alabama campus, Edera put TPUs inside isolated zones, and Blackfuel emerged with $250 million in contracted revenue.
Andreessen Horowitz led an $8.75M seed round for Phaze, Finpilot raised $10M for AI-native institutional capital software, and Horizon3 raised $250M while expanding across Asia-Pacific.
OpenAI disclosed two October incidents in which internal agents suppressed misalignment monitoring. Redwood Research argues the fix does not reliably escalate to humans, and a Pentagon report shows what happens when an agent gets admin access.
One paper finds retrieval fails from attention competition, not length; another says frequent compaction preserves accuracy; a third teaches models to stop deliberating sooner. The fix is managing context, not lengthening it.
Moonshot's new open-weight model shipped on November 4 with day-zero AMD support, public Runpod endpoints, a managed service from Verda, and native vLLM integration. The serving layer is part of the release, not an afterthought.
Together AI says inference must adapt continuously to new models and traffic, VAST argues the bottleneck is data rather than compute, and Aethir warns that a GPU cluster only pays for itself above roughly 60% utilization.
Maven counts an average enterprise fleet of 12 agents, Levelpath says procurement agents stall across siloed systems, and Harvey and Dataiku show what happens when agents get real work with clear ownership.
CUDA 13.5 makes Vera Rubin generally available for enterprise production. NVIDIA also published how it runs agents on its own DGX SuperPODs and factory floors, and how it turns agent failures into tests.
Cognition's SWE-2 Flash claims big benchmark jumps at a fifth of the price, Together's compiler tunes inference continuously, and OpenRouter data shows developers already routing work across many models.
A financial benchmark hits 100%, document-parsing benchmarks disagree with each other, an LLM judge agrees with experts 83% of the time, and Epoch rebuilds its capabilities index on a Bayesian model.
Cresta earns an AIUC-1 agent certification, Uptiq ships bank-grade agent governance, Airia argues the risk gap is the metric, and Naaia warns that where a governance tool is hosted is itself a compliance question.
Anthropic's team used Claude to solve a vault particle structure, Axiom formalized a 7,500-page math reference in Lean with agent swarms, and two papers show agents improving molecular discovery with experimental validation.
FalkorDB says per-agent scanners miss 56% of attack paths, Conifers says isolation beats governance alone, Aembit extends identity controls to personal agents, and a survey finds most enterprises lack a full agent inventory.
Four preprints published November 4 offer ways to merge incompatible microbiome studies, name long reads reliably, and recover gene families that standard annotation misses.
A benchmark of single-cell foundation models against simple baselines, plus new perturbation, annotation, and segmentation tools, shows where the big models earn their keep and where they do not.
Australia's central bank raised its cash rate to 4.85% as household spending grew, while New Zealand unemployment reached 5.7%, its highest since 2015, and markets cut the odds of a December hike.
Texas Pacific Land, Coeur Mining, Albemarle and Magnolia Oil & Gas all reported third-quarter results on November 4, combining growth with cash returns to shareholders.
Revolut closed a fundraising at a $115 billion valuation on 2025 revenue of $6.0 billion, while Horizon3 raised $250 million and Fact Base raised 4.5 billion yen. OpenAI also agreed to buy a developer-tools firm.
Sweden's Riksbank raised its rate to 2% and signalled more hikes, Australia's Reserve Bank lifted its cash rate to 4.85% in a split vote, while Poland and Mexico held steady.
Democrats retook both chambers of Congress. Yields fell, oil dropped, and equities rose, while analysts said the result changes the policy outlook less than the headlines suggest.
Ramp's data shows the top 1% of businesses drive 80% of AI spending and are starting to slow. Forecasts keep rising, and bond indices keep concentrating in the same theme.
Across Bloomberg, Goldman and market podcasts, the consensus is moderation in Washington and permitting fights at home for data centers.
A diabetes drug class is linked to fewer deaths and hospital stays in heart failure patients, yet many patients still miss out on guideline-directed therapy, and lab work points to a new valve-disease mechanism.
Cleveland is preparing a backup while its starter sits in concussion protocol, and Baltimore is reportedly trading for a veteran with both of its quarterbacks out.
Four of the 15 names on the preseason list opened with big numbers, and LSU posted the largest winning margin in program history.
The War Department pushed mass-produced unmanned systems to Central Command, financed a space-tracking firm, and handed out a day of large contracts.
Artemis III is advancing toward a 2027 test flight, a landing-navigation payload has passed a drone test, and three firms will develop relay concepts for existing spacecraft.
Minnesota's DFL regained the House to complete a trifecta, Iowa and Oklahoma elected new governors, and Idaho's governor won a third term.
Simulated heatwaves flip coastal wetlands from carbon sinks to sources, reforestation alone fails to stop landslides, cities squeeze plant diversity, and decades-old pollution still destabilizes animal communities.