How do you tell whether a model is actually noticing its own internal state instead of just repeating what training data said about thinking? In a latest Anthropic’s research study ‘Emergent Introspective Awareness in Large Language Models‘ asks whether current Claude models can do more than talk about their abilities, it asks whether they can…
!pip install -q pyspark==3.5.1 from pyspark.sql import SparkSession, functions as F, Window from pyspark.sql.types import IntegerType, StringType, StructType, StructField, FloatType from pyspark.ml.feature import StringIndexer, VectorAssembler from pyspark.ml.classification import LogisticRegression from pyspark.ml.evaluation import MulticlassClassificationEvaluator spark = (SparkSession.builder.appName(“ColabSparkAdvancedTutorial”) .master(“local[*]”) .config(“spark.sql.shuffle.partitions”, “4”) .getOrCreate()) print(“Spark version:”, spark.version) data = [ (1, “Alice”, “IN”, “2025-10-01”, 56000.0, “premium”), (2, “Bob”, “US”,…
Nvidia CEO Jensen Huang is visiting South Korea for the first time in 15 years to unveil new plans and deepen collaboration with major Korean tech companies — including Hyundai Motor, Samsung, SK, and Naver. During this week’s APEC Summit 2025, Nvidia and the South Korean government announced an expanded partnership to boost the country’s…
Reddit CEO Steve Huffman said AI chatbots aren’t a major traffic driver for the social platform despite companies like OpenAI and Google having seen progress in people using AI for search. During Reddit’s Q3 2025 call, the exec noted that Google search and direct access continue to be its top traffic drivers. “[Chatbots are] not…
Lidar-maker Luminar is warning shareholders that it will run out of cash in early 2026 and has announced a 25% cut to its workforce to help staunch the bleeding — its second layoff of the year — according to a Friday regulatory filing. It’s not immediately clear how many workers will be affected. Luminar started…
Apple CEO Tim Cook signaled to investors the company is still open to acquisitions and partnerships to move things forward on the AI front. The comments were made this week during the company’s Q4 2025 earnings call. The exec also offered a brief update about Apple’s next-generation, AI-powered Siri, saying the service was still on…
How can a small model learn to solve tasks it currently fails at, without rote imitation or relying on a correct rollout? A team of researchers from Google Cloud AI Research and UCLA have released a training framework, ‘Supervised Reinforcement Learning’ (SRL), that makes 7B scale models actually learn from very hard math and agent…
U.S. telecommunications giant Ribbon has confirmed that government-backed hackers had access to its network for almost a year before getting caught, according to a public filing. The telco giant said in a 10-Q disclosure last week with the U.S. Securities and Exchange Commission that a suspected “nation-state actor had gained access to the company’s IT…
Bending Spoons’ four cofounders this week joined the billionaire ranks. CEO Luca Ferrari’s stake in the Milan-based tech conglomerate is now reportedly worth $1.4 billion, while cofounders Matteo Danieli, Luca Querella, and Francesco Patarnello each hold stakes worth $1.3 billion, according to Forbes estimates based on shareholder data published by the Italian Business Register. The…
On Friday morning, University of Pennsylvania alumni, students, staff, and community affiliates received several emails from hackers purporting to represent the university’s Graduate School of Education (GSE). “We have terrible security practices and are completely unmeritocratic,” read the email. “We love breaking federal rules like FERPA (all your data will be leaked).” A partially redacted…
