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How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs
Google's Open Knowledge Format (OKF) is a Markdown+YAML skeleton for sharing knowledge between humans and AI agents. This post reuses that skeleton for a very specific job — an agent-to-agent hand-off of pre-tokenized integer arrays between three Qwen2.5-Coder models (7B, 3B, 1.5B) — and shows the 28–37% TTFT reduction plus the one full-vocabulary equivalence check that keeps the whole thing safe. The post How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs appeared first on Towards Data Science.
Ford’s $28,000 Fathom EV nears production after $2 billion factory overhaul
Ford said today that its next-generation electric vehicle - recently dubbed Fathom - will go into production at the automaker's recently overhauled Louisville Assembly Plant in the first quarter of 2027. The first Fathoms will be prototypes, with Ford's team in Louisville already in the production-level pre-tooling phase at the recently converted facility. Factory workers are working alongside team's at Ford's New Model Product Development Center in Dearborn, Michigan, hand-building the Fathom prototypes - and the same operators who helped design the high-stakes EV will also be involved in its production. The factory is over 70 years old … Read the full story at The Verge.
Suno is trying to look more like a real music production tool
Suno is releasing Studio 2.0 with significant upgrades that push it closer to an actual digital audio workstation (DAW), rather than a bare-bones audio editor with generative AI features. The biggest addition is undoubtedly MIDI support. Suno says that MIDI was its most requested feature, and it's basically a prerequisite for any modern DAW. Unfortunately, Suno Studio doesn't appear to support third-party plugins or VSTs yet, so you're stuck using its proprietary built-in synth. That synth appears to be a basic two-oscillator wavetable plugin with three envelopes and four envelopes. The point is less about using your favorite Arturia vintag … Read the full story at The Verge.
The Corvette Grand Sport X delivers Porsche 911 performance for a fraction of the price
My drive of the 2027 Corvette Grand Sport X began under oily black clouds, a torrential weather front releasing its grip on Manhattan - an inauspicious start for any mega-powered sports car. Rain pelted the waterlogged pavement, as I set course for the mountain-man roads of the Catskills, then on to Long Island and New England over three days. Fortunately, this Grand Sport, a name synonymous with value among Corvette fans, was the first of its kind: A 721-horsepower super-hybrid with a brainy, confidence-boosting AWD system. I popped the Corvette into Sport mode, Wet mode be damned. Finding tire grip galore on the Palisades Parkway, I realiz … Read the full story at The Verge.
X open sources its ranking algorithm, letting users see if they’ve been ‘shadowbanned’
X is expanding the open source code behind its 'For You' feed and launching new transparency tools that show users when its ranking systems have affected their accounts or posts.
Automatic Drawing Robot for Kids | Smart Painting & Creative Toy
Imagine a child watching a little robot turn a simple drawing card into a picture right in front of their eyes. Instead of simply watching Continue reading on Medium »
Nobody Trusts AI Agents. Everyone Deploys Them Anyway.
Jeff Darrington, Technical Marketing Director, GraylogContinue reading on The Visibility Layer by Graylog »
Microsoft kills off unsuccessful AI features while merging its separate Copilot apps
Microsoft is simplifying Copilot by combining its consumer and business apps, and dropping AI-generated podcasts, Group Chats, Deep Research, and its Mico character.
Mobile manipulators and humanoids: The future of robotics
Humanoid robotics and software startups have emerged weekly for the past year, capturing media attention and billions of dollars in investment. While some humanoids are in commercial trials, semi-humanoid and nonhumanoid mobile manipulators are already arriving in factories and warehouses. How are locomotion, manual dexterity, and flexible skills training proceeding? This free download looks at The post Mobile manipulators and humanoids: The future of robotics appeared first on The Robot Report.
Cut an Enterprise RAG Pipeline’s Latency and Cost by Calling the LLM Less, Not by Buying a Faster Model
Enterprise Document Intelligence [Vol.1 #9ter] - The pipeline from Article 9 calls a model at several steps to be sure it is right. On easy questions that is needless latency. A per-question signal routes them past the model, about two seconds saved for a keyword match. The post Cut an Enterprise RAG Pipeline’s Latency and Cost by Calling the LLM Less, Not by Buying a Faster Model appeared first on Towards Data Science.
Heart Aerospace Completes First Flight of Largest Electric Aircraft
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FAQ: How to Test AI Models and Agents Before You Ship Them
How do you prove an AI agent is ready to ship? And then how do you catch the moment it regresses? You change a prompt, swap a model, tweak Continue reading on Medium »