Temporal Guardrails Move the Control Into the Event Log
Temporal guardrails change what an agent policy decides: not only whether this request is allowed, but whether it is allowed given everything the agent has already done.
Dev.to AI11 min read
Infrastructure
70 stories
Aeta residents challenge U.S.-linked chip hub over land in the Philippines
Mongabay details conflicting displacement claims at the proposed Pax Silica site, where officials also forecast major electricity and water needs.
Superpower Daily3 min read
Nvidia commits $250 million in computing access to UK AI safety research
Most of the five-year commitment is intended for the wider research community. Cloud providers, technical architecture and commercial terms remain unsettled.
Superpower Daily3 min read
ASML lifts 2026 sales floor as AI demand supports stronger Q4 outlook
The equipment maker’s quarterly margin forecast also tops expectations, while its narrower annual sales range stops short of raising the upper target.
Superpower Daily2 min read
Researchers present a way to pool idle Mac GPUs for AI inference
The Minions system targets teams facing costly, constrained GPU capacity by putting existing hardware to work. Its authors describe flexible task execution and fault tolerance.
Superpower Daily2 min read
Anthropic warns AI models could soon copy themselves across home devices
Anthropic's latest research adds to the growing safety concerns around AI from the ability for models to carry out cyberattacks to the technology going rogue.
CNBC — Technology3 min read
Envision says its AI campus’s first phase is booked, with over 80% direct wind power planned
Galaxy Campus in Ulanqab is still under construction. Customers will supply its computing hardware, making access to advanced chips a constraint even with abundant power.
Superpower Daily2 min read
Asian chip stocks plunge as AI financing fears and China competition weigh
Sharp losses in Korean memory makers came despite analysts’ warnings that CXMT’s reported progress does not yet threaten their dominance in advanced AI memory.
Superpower Daily4 min read
Arm introduces CPU benchmarks for AI agents, claiming nearly 2x work per rack
The methodology has support from Fujitsu, Meta and OpenAI. Arm’s rack-level advantage is modeled from measured server performance, not a direct measurement of complete racks.
Superpower Daily3 min read
AMD says Helios AI racks are running at OpenAI, Meta, Microsoft and Oracle
The installation disclosure marks progress beyond customer commitments, while deliveries and workload validation remain underway.
Superpower Daily3 min read
Intel, Broadcom CEOs flag AI industry challenges at financial event
Intel Corp. Chief Executive Lip-Bu Tan and Hock Tan, his counterpart at Broadcom Inc., have flagged capital access as a potential challenge for the artificial intelligence sector. The executives shared their observations today during a financial conference in Singapore.
SiliconANGLE4 min read
Meta introduces liquid-cooled switches and open networks for larger AI clusters
The summit package changes how GPUs share traffic and how switches shed heat. A companion platform standard targets repeated integration work, but remains under review.
Superpower Daily3 min read
Navitas develops 24 kW power board with NVIDIA to remove a conversion step
Navitas Semiconductor has developed a power board with NVIDIA that removes a conversion step between an AI data center’s electrical supply and its processors.
Superpower Daily2 min read
Intel details its AI inference GPU, with customer sampling still underway
The OCP Summit presentation pairs an air-cooled accelerator with Xeon racks and shared software. Its largest memory configuration belongs to partner-built cards, not Intel’s own.
Superpower Daily4 min read
NVIDIA contributes Vera Rubin rack designs to open AI infrastructure standards
The OCP Summit package pairs hardware designs with facility specifications and open-source operating tools. Its grid standard sets a recovery target, not a measured result.
Superpower Daily4 min read
NVIDIA and Cisco propose denser optical connections for larger AI networks
The planned USFP modules would preserve removable optics while increasing bandwidth density. Hardware partners are involved, but an open specification is still to come.
Superpower Daily3 min read
AMD introduces an AI-agent rack design with up to 32,768 CPU cores
Helion offers separate agent-execution capacity or an integrated CPU/GPU system. AMD targets November availability, but independent coverage gives a later schedule.
Superpower Daily3 min read
Microsoft shifts toward its own AI chips with Maia 300, due for production in 2027
The shift targets running AI models, not training them. Microsoft promises denser racks and better power efficiency, but outside testing remains a missing piece.
Superpower Daily3 min read
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