on-device neural architecture search for sensor data
a lightweight neural architecture search runs directly on embedded devices to adapt tiny neural networks to new users and sensor data in real time.
topic
ai
ai architect roadmap 2026
a step-by-step guide to the design, decision-making, and leadership skills needed to become an ai architect in 2026.
amazon adds $13b to india ai infrastructure push
amazon commits another $13 billion to expand aws data centers in india through 2030, bringing its total pledged investment to $48 billion.
google ai researchers leave for anthropic and openai
top ai researchers jonas adler, alexander pritzel, noam shazeer, and john jumper have left google for rivals anthropic and openai, signaling a talent drain.
europe pushes back on us chip war
dutch trade minister visits washington to oppose the match act, which would ban chinese chipmakers from accessing western semiconductor equipment, hitting asml hard.
hidden scale escapes per-loop loss in looped language models
dense per-loop cross-entropy does not control all recurrent state variables, leaving a readout blind spot that allows hidden-state scale to grow unchecked.
minimax pac bounds for learning in exogenous contextual mdps
new sample complexity bounds for reinforcement learning with i.i.d. contexts, showing how many oracle calls are needed before and during policy execution.
spectral phase diagram for few-shot learning
a new saturation index helps decide when to stop labeling data for binary classification.
safe multi-agent rl via constraint manifold control
a hierarchical framework enforces hard safety constraints in multi-agent reinforcement learning using a constraint manifold, providing theoretical guarantees and stable training.
vishal sikka's hang ten uses ai to disrupt it services
former infosys ceo vishal sikka launches hang ten systems with $32 million seed funding to automate enterprise software tasks using ai.
federated causal discovery and inference survey
a systematic review of federated causal discovery and inference methods, covering design choices, privacy, and open challenges.
engineering jobs prove resilient despite ai fears
new hiring data from signalfire shows engineering roles are growing as a share of tech employment, contradicting predictions that ai would replace software engineers.
reasoning helps llms recall simple facts
google research shows that chain-of-thought reasoning improves factual recall in large language models even for simple questions, driven by a computational buffer effect and factual priming.
figma adds code layers and ai tools for design
figma's latest update brings code layers, animation support, and ai features to help teams iterate faster on the collaborative canvas.
open far-field asr benchmark reveals real-world gap
the ffasr leaderboard is the first open benchmark evaluating asr models under realistic far-field acoustic conditions, showing a large performance gap compared to near-field tests.
nemo automodel speeds moe fine-tuning 3.7x over transformers v5
nvidia nemo automodel builds on huggingface transformers v5 to deliver 3.4-3.7x higher training throughput and up to 32% less gpu memory for mixture-of-experts models with a single import change.
top local coding models for 2026
seven open-weight models that run on consumer gpus for private, fast, and capable local coding assistants.
what makes an ai agent truly autonomous
a new paper argues that real agency requires internalized goals, identity, decision-making, self-regulation, and learning, not just external prompts.