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Research constellationr.com

Zoom’s Q2 shows strong enterprise traction, net boosted by Anthropic stake

Zoom’s Q2 shows strong enterprise traction, net boosted by Anthropic stake Larry Dignan Tue, 25 Aug 2026 - 13:37 Larry Dignan Editor in Chief of Constellation Insights Constellation Research Larry Dignan is Editor in Chief of Constellation Insights at Constellation Research, where he leads editorial coverage...

Chips marktechpost.com

Perplexity Ships Portable Computer on NVIDIA DGX Spark: Local Harness, OS-Enforced Sandbox, and Zero Per-Token Cost for Local Steps

Perplexity releases Portable Computer, packaging local models, harness, sandbox, and connectors into one system running on NVIDIA DGX Spark. The post Perplexity Ships Portable Computer on NVIDIA DGX Spark: Local Harness, OS-Enforced Sandbox, and Zero Per-Token Cost for Local Steps appeared first on MarkTechPost.

Quick takes

Frontier AI labs and chipmakers are increasingly integrating specialized silicon architectures, such as custom inference processors and dedicated fast-tier hardware partnerships, to lower latency and increase throughput per watt.
Chips
While enterprise adoption of coding and workflow agents demonstrates substantial execution compression, customer willingness to switch across labs between model release cycles indicates fluid retention dynamics.
Models
Physical power expansion, rising hardware server costs, and organizational infrastructure reshuffling underscore escalating operational friction in scaling AI data center capacity.
Chips
Architectural focus for autonomous systems is shifting toward harness engineering, external scaffolding, and persistent cross-session memory layers to govern capability and context retention.
Research
Advancements in quantization healing, speculative draft checkpoints, and compact parameter architectures are accelerating low-footprint deployment across local edge hardware and high-throughput server environments.
Chips
As foundation model startups seek multi-billion-dollar private valuations and initial public offerings, filings and acquisition deliberations are increasingly pricing in environmental pushback and open-source governance tensions.
Policy
Model providers and cloud platforms are broadening developer acquisition through zero-token creation tiers, subsidized academic offerings, and cross-platform enterprise cloud integrations.
Models
Frontier AI labs and hardware providers are prioritizing custom silicon and specialized accelerators, deploying dedicated architectures like OpenAI's Jalapeño and Nvidia-manufactured Groq racks to optimize inference throughput, latency, and power efficiency at scale.
Chips

Market Pulse

AI Pulse
59/100
bullish

AI-linked equities are broadly positive, with Super Micro Computer +9.35%, Advanced Micro Devices +4.91%, NVIDIA +2.19% leading the tracked basket.

SMCI +9.35%
Super Micro Computer cloud
AMD +4.91%
Advanced Micro Devices chips
NVDA +2.19%
NVIDIA chips
META +1.97%
Meta Platforms labs

Recurring Movers

SMCI 12 hits · +8.03%
AMD 12 hits · +4.87%
NVDA 10 hits · +1.70%
META 7 hits · +1.97%