Short answer Can you trust an AI answer about the law? Treat every AI citation as unverified until you open the source and find the words. Two studies measured the failure: general chatbots get 58 to 88 percent of specific legal questions wrong, and the purpose built legal tools still fail 17 to 33 percent …
ContentsIntroductionZero-Shot vs. Few-Shot ClassificationRunning Few-Shot Classification with Scikit-LLM, Step by StepWrapping Up Introduction If you have worked with building text classification models, chances are you got familiar with the usual drill: collecting hundreds to thousands of labeled examples, cleaning the raw text, converting it to suitable numerical representations for machine learning models — like embeddings …
WASHINGTON – Your power bill has gone up and nobody has explained why. A panel here put that question to people who deal with it. One was a congressman. The Brookings Institution held it on 15 September. There is no company on the panel. The moderator seated one panelist in industry’s place and told her …
Gemini 4 Argon marks a step change in physical understanding, code generation, and visual-semantic reasoning—unlocking new workflows across the robotics stack and accelerating progress toward physical AGI. You can see this leap in capability on the Embodied Reasoning (ERQA) benchmark, which tests a model’s ability to understand and solve physical, spatial problems in 3D environments. …
Short answer What rights do you have when AI is used in your care? The rights you have when AI is used in your care come from three different lawmakers, and almost none of them are federal. The harder question is not which rights exist but which have started, because a law can be signed …
In November 2016, three colleagues and I at IBM filed a patent application with a title that sounds almost quaint today: “Real-Time Analysis of a Musical Performance Using Analytics” (published as US 2018/0137425 A1 [1]). The scenario we described was a rock concert. A guitarist plays an instrument with an embedded sensor, cameras read the …
We Specified an AI Agent in 2016. We Called It Analytics. Read More »
LOS ANGELES – If you receive Medicare, Medicaid or food assistance, the Vice President has said what this administration means to do about fraud. The answer is to check whether you should be getting them. He said it on stage at the All-In Summit, in an episode published 15 September. What follows is what he …
Enterprise data science stacks are expensive. A single DataRobot seat can run over $50,000 a year. Tableau Creator costs around $900 per user annually. Commercial large language model (LLM) APIs charge per token, so a team running continuous data extraction or summarization pipelines can rack up thousands of dollars in monthly inference fees with no …
10 Free AI Tools That Replace Expensive Software for Data Scientists Read More »
Short answer Does anyone have to tell you AI was involved in your care? Whether anyone must tell you AI was involved in your care depends on your state and on who used the machine. Texas requires a health care provider to tell you no later than the day treatment starts. Colorado will require an …
AI Disclosure Requirements: Before, After, or Never Read More »
AI adoption’s main villain is safety. We’ve been seeing incidents of data exfiltration and confused deputy attacks. It happens because an LLM is probably the weakest link in the system. Most attacks happen when AI agents are exposed to the lethal trifecta. If agents can read from untrusted sources, access internal knowledge, and communicate to …
How Can AI Agents Read Untrusted Sources Safely? Read More »
