Threat actors associated with the Anubis ransomware operation have been observed exploiting the Citrix Bleed 2 (CVE-2025-5777) vulnerability to obtain initial access. "Although tactics differ between affiliates, common patterns emerged in tradecraft through use of legitimate Remote Management and Monitoring (RMM) tooling, credential access, and hands-on-keyboard procedures used for lateral
Research: Using DSPy to evaluate and improve Datasette Agent's SQL system prompts One of this morning's AIE keynotes covered dspy , which reminded me I've been meaning to see if it could help me improve the system prompt used by Datasette Agent - so I fired off an asynchronous research task in Claude Code for web using Claude Fable 5: Pip install the latest Datasette alpha and datasette-agent and dspy - then figure out how to use dspy to evaluate and improve the main system prompts used by Datasette Agent for the feature where it can execute read only SQL queries to answer user questions about data. Fable chose to test using GPT 4.1 mini and nano, and identified several promising looking directions for improvements. I particularly like this one: The schema listing gives only table names; the "don't call describe_table if you already have the information" advice caused column-name guessing (page_count, o.order_id, first_name) and error-retry loops in baseline traces. Either include column names in the prompt's schema listing or soften that advice. Tags: ai , datasette , generative-ai , llms , evals , dspy , datasette-agent , claude-mythos-fable
If our recent Decoder interview with Weber Blackstone CEO Roger Dahle has you craving freshly grilled meats or veggies, Weber just so happens to have a variety of grills, smokers, griddles, and accessories selling at big discounts ahead of the July 4th holiday. It makes a bunch of models, but we’ve landed on a range […]
GitHub Enterprise Cloud customers with enterprise managed users can now access GitHub Copilot agent session data across all Copilot clients, including: Cloud agents operating on github.com and data resident deployments… The post Copilot agent session streaming is now in public preview appeared first on The GitHub Blog .
World Cup watch parties in Santa Clara and the San Francisco Bay Area brought fans together for the United States vs. Bosnia-Herzegovina match, where the U.S. earned a 2-0 win to reach the Round of 16.
Anthropic is reportedly in talks with Samsung Electronics about manufacturing a custom AI chip. The project is still early, but Anthropic has already hired chip engineers. After OpenAI's "Jalapeño," yet another major AI company is pushing into chip development to cut infrastructure costs. The article Anthropic reportedly explores custom chip manufacturing with Samsung while insisting Nvidia still matters appeared first on The Decoder .
Albanians have continued to protest against a planned luxury resort backed by Donald Trump's son-in-law, Jared Kushner. They say the resort threatens the coast's fragile ecosystems, including a flamingo habitat.
After its first year in office, Germany's coalition government is seeking to revive a sluggish economy and push through key changes with its broad package of reforms. The plans met with a mixed reaction.
Victims say hearing Keir Starmer’s acknowledgment of their suffering was emotional but want more mental support This summer’s World Cup fever vividly takes Ann Keen back to 1966 and the day England won the tournament – she was 17 years old and it was the day she told her father she was pregnant. “It was the worst thing that could ever have been said to him. I was told I’d put shame on the family and I must be sent away,” the former Labour MP said. “I was in an unmarried mother’s home where I had to scrub the steps from morning until night. It was all about punishment. Even in the delivery room I was told I couldn’t have anything for the pain, because I was a bad girl. And when NHS staff are telling you that, you start to believe it.” Continue reading...
I saw Geoffrey Litt speak at AIE yesterday, and one framing he used particularly resonated with me: Understand to participate Geoffrey was talking about the challenge of collaborating with coding agents as they construct increasingly large and sophisticated changes, and the need to avoid taking on cognitive debt as your understanding drifts from how the code actually works. His argument is that you need to understand the code to a depth that enables you to participate further with the model: You can learn what the agent is doing to make sure you can be an active participant in the creative process. [...] You need a rich set of concepts in your mind to think creatively and fluently about how to move something forward. If you're lacking that fluency, your ability to participate in the project is meaningfully limited. The AIE talks are all recorded - all 300+ of them! - and should be trickling out over the next three weeks. Geoffrey's is one that I recommend catching on YouTube. Geoffrey also published a thread version of his talk on Twitter. Tags: geoffrey-litt , coding-agents , cognitive-debt , generative-ai , ai , llms
NCA says offenders arrange to sexually assault and film victims via online networks with crimes often taking place in trusting relationships Criminal investigators in the UK say they have uncovered a “truly international network” of organised drug-facilitated sexual assault in which victims are sedated before being raped and sexually assaulted. The National Crime Agency [NCA] has said online networks, “many as yet unidentified by law enforcement”, were allowing offenders to arrange to rape and abuse victims or arrange for sexual assaults to be filmed. Continue reading...
When Subquadratic launched earlier this year, it could build a sparse-attention model that could handle a 12-million token context window The post What comes after attention? This startup says it already knows. appeared first on The New Stack .
As much of the Eastern U.S. experiences potentially record-breaking daytime temperatures, the nights are also staying unusually warm, leaving the human body no time to recover.
The NHS will divert billions of pounds from essential services to pay for new medicines, under the terms of the US-UK trade deal agreed in December, which could lead to more than 200,000 excess deaths, analysis has found. Ministers have defended the deal as a way of helping British drug exports avoid US tariffs and giving patients access to vital medication, but critics accuse the Labour party of caving into pressure from Donald Trump. Lucy Hough speaks to columnist Aditya Chakrabortty Continue reading...