Spec
50 items across the graph · 28 news stories — tagged with Spec.
Latest news
Why AI Needs a “Genie Coefficient”
Major benchmarks measure what AI can do. None measure whether it does what you mean: the distance between what you ask an AI to do and the unspoken assumptions about how you want the AI to do it. We propose a new metric: the Genie coefficient. There’s often a gap be
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Chinese AI Model Uses Less Muscle for Coding Tasks
Zain Hasan , an AI engineer at Together AI , has taught himself to use
Read full story →AMD's Microsoft Alliance Expands AI Prospects: More Upside Ahead? - TradingView
AMD's Microsoft Alliance Expands AI Prospects: More Upside Ahead? TradingView
Read full story →China’s Low-Priced Z.ai Model Is Exposing Costly Coder Habits
Zain Hasan , an AI engineer at Together AI , has taught himself to use
Read full story →How to Make an Invisible Drone
There are many words that I would never, ever use to describe a drone. Stealthy. Subtle. Whatever the opposite of obnoxious is. Much of this is because of the giant angry bee sound that drones tend to make, but it’s also the way that they look in flight: With uncannily linear mov…
Read full story →The AI Arms Race in Technical Interviews Is Escalating
Software engineering jobs are under threat from AI . Some applicants are fighting back by using AI in the interview process, employing AI assistants that suggest responses on the fly dur
Read full story →Large Tabular Models Excel Where LLMs Fail
The large language models (LLMs) that form the basis of generative AI chatbots such as ChatGPT, Claude, and Gemini can generate uncannily human-like text and images. But these models still struggle with a skill that, ironically, looks at face value to be right in their wheelhou
Read full story →Small AI Models Gain Traction Around the World
One morning in 2019, Adebayo Alonge was in a Cape Town hotel room, preparing to demonstrate his startup’s AI answer to a serious problem in
Read full story →Japan Pioneered Humanoid Robots—Can It Now Catch China?
“In the future, the relationship between humans and robots will deepen, and the distinction between them will probably disappear.” This prediction, from one of the attendees at the recent
Read full story →Video Friday: An Earthbound Mars Rover for the Moon
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics
Read full story →AI’s Volatile Power Use Quietly Tests Grid Limits
The rapid expansion of artificial intelligence infrastructure is typically framed as an energy problem. Data centers are projected to consume a growing share of global electricity demand: The
Read full story →The Space-based Data Center Hype Machine Is Already in Orbit
“ The lowest-cost place to put AI will be in space, and that will be true within two years, maybe three at the latest,” SpaceX founder Elon Musk told the World Economic Forum in Davos this past January, as his company was
Read full story →The Orbital Data Center Hype Machine Is Already in Orbit
“ The lowest-cost place to put AI will be in space, and that will be true within two years, maybe three at the latest,” SpaceX founder Elon Musk told the World Economic Forum in Davos this past January, as his company was
Read full story →iRobot Founder Wants to Put a Robotic Familiar Into Your Home
Two years ago, Colin Angle stepped down as CEO of iRobot , the company that he cofounded and
Read full story →Hello Robot Sets the Standard for Practical, Safe Home Robots
Many roboticists (and at least one robotics journalist) have been seduced by the dream of a robot butler. And the rampant popularity of videos showing humanoid robots
Read full story →AI with Model-Based Design: Virtual Sensor Modeling
This webinar presents a workflow offering end-to-end solutions for designing, training, validating and verifying, compressing, and deploying AI-based virtual sensor models to embedded processors within a single environment. Highlights Integrate AI models into Simulink for system-…
Read full story →Reclaiming Social Engineering for Good
“Social engineering” sounds like something out of a conspiracy thriller, charged with totalitarian control and fringe paranoia. More mundanely, it’s come to be associated with phishing and other scams, in which fraudsters manipulate people into disclosing
Read full story →Thermal Cameras and AI Help Ships Steer Clear of Gray Whales
On a sunny Tuesday afternoon in May, San Francisco Bay is busy. Container ships the size of skyscrapers deliver their wares to the Port of Oakland, tankers bear fuel, and ferries carry tourists to their hikes and commuters to their jobs at AI startups. Looking down at this marine…
Read full story →South Africa Has AI Leverage. Its Draft Policy Leaves It Unused
This article is adapted by the author with permission from Tech Policy Press . Read the
Read full story →The Classical Advances Needed to Make Quantum Computers Tick
Quantum computers promise to one day solve problems beyond the most powerful supercomputers imaginable. But it’s often underappreciated how much classical computing it takes just to operate these machines. As qubit counts rise, innovations in this supporting infr
Read full story →How a Google DeepMind Spin-off Hunts Hidden Drug Targets
For more than a decade, artificial intelligence has been touted as a way to dramatically accelerate drug discovery . Yet despite billions of dollars in investment, relatively few AI-designed medicines have made
Read full story →What Makes a Job Dull, Dirty, or Dangerous?
For years, the field of robotics has used the terms “dull, dirty, and dangerous” (DDD) to describe the types of tasks or jobs where robots might be useful—by doing work that’s undesirable for people. A
Read full story →Home Robot Safety Is All About Relationships
The International Organization for Standardization (ISO) is updating its 12-year-old safety requirements for
Read full story →Robots Could Turn E-Waste Into a Source of Legacy Chips
Electronic waste is moving up on regulatory agendas in 2026. New European waste-shipment rules, expanded recycling fees on
Read full story →Open-Source Software Is Starting to Help Robots Think
When a group of academics started making open-source robotics hardware , a generation of roboticists got years of their lives back. Now, the bigger challenge is getting robots to
Read full story →Video Friday: Watch This Running Robot Not Fall Down Stairs
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please
Read full story →How JPL Keeps the 13-Year-Old Curiosity Rover Doing Science
Thirteen years ago last August, I was camped out in NASA’s Jet Propulsion Laboratory press room in Pasadena, Calif., waiting to see whether the Curiosity rover would survive its descent and skycrane-assisted landing
Read full story →Defining Autonomy for Wellness Robots in Senior Care
An examination of how socially assistive wellness robots could support the seven dimensions of senior wellness, and how a framework can measure their autonomy. What Attendees will Learn Why the senior care crisis exceeds incremental automation. Demographic pressure, workforce sho…
Read full story →From the graph · 22
Large-scale LLM inference engine
Large-scale LLM inference engine
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.
Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash speculative decoding (n=12) on the unified ghcr.io/aeon-7/aeon-vllm-ulti…
Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
Dynamic detection of likely invariants
Конспекты по разным предметам первого потока ИСy27 университета ИТМО
Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spr…
Comprehensive Compilation of Real-World LLM & AI Agent Use Cases in Financial Services
A lean, fully-tested LLM inference server for the hardware you already have — free tiers, shared VPS, 2-core ARM boxes. OpenAI-compatible API on llama.cpp. On a…
Command-line tools for managing OCI model artifacts, which are bundled based on Model Spec
Run Inspect AI evals in the cloud
Power your chat with B2B data to create lead lists, research companies, personalize your outreach, and more.
AI toolbox for grounding LLMs on Langium DSLs with evaluation, constraints, and agent skills
Specs that enforce themselves. Turn specs into contracts that can't be broken by helpful LLMs.
🚀 Spec-driven parallel coding orchestrator for AI agents | Automates OpenSpec changes with concurrent worktrees
Run the AEON Bench suite on your own hardware: verified HuggingFace pull → serve → benchmark (text · agentic ×3 harnesses · vision · audio · arena · perf) → ed2…
The htop for LLM inference see exactly where every GB of VRAM goes and get measured quantization savings.
The specification, reference runtimes, validator, LLM bridge, and conformance suite for URML — an open language for robot intent.
Dependency/tool package detected from repository manifests (fsspec).