Socialist MP Tony Benn died 12 years ago today.
Benn spent his life fighting for democracy and socialism. At a time when his Labour Party was lurching rightward, he stood steadfast in the way of neoliberalism and militarism.
Hear his words about war on the Middle East.
sure man that's what we bought that for
exact prompt libraries extracted from the recorded sessions. The company is systematizing 15 years of engineering expertise into training data, not building AI products, and the CTO replacement already has a playbook to extract, document, offshore, and automate the entire engineering culture.
3/3
One architect described being filmed while walking through his microservices decision tree under the guise of "knowledge transfer for the transition team," only to discover his replacement starts Monday—a contractor in Bangalore making $28,000 annually who ships code 40 percent faster using the
2/3
Atlassian confirmed 1,600 layoffs with over 900 coming from engineering, but internal sources reveal the company ran "knowledge extraction sprints" for six months prior, recording every senior engineer's screen and documenting their debugging workflows.
1/3
More footage from earlier today shows one of the impact sites of Iranian retaliatory missiles.
A building in the Holon Industrial Zone south of Tel Aviv was reportedly struck.
"My life has little value. I have a disabled body. I have a bit of dignity which you all have given me. I put all this on the line, ready to sacrifice everything"
- Ayatollah Ali Khamenei Weeks before Martyrdom
Iran has begun targeting the leaders, government of Israel, the ministers, striking the hideouts where the rats have scurried.
Successfully implementing legal alignment requires expertise across multiple fields, including law and computer science.
arxiv.org/pdf/2601.0...
10/10
The paper clarifies that legal alignment focuses on the internal design of AI systems themselves, whereas legal regulation focuses on governing the actors who build and use them.
9/10
Legal alignment is not intended to replace existing alignment methods but to serve as a critical lower bound that supports and complements them.
8/10
For example, the fiduciary duty of loyalty could be repurposed to require that AI systems act strictly in their users' best interests.
The primary advantage of legal alignment is the public legitimacy of law and its institutional processes, which are typically transparent and accountable.
7/10
This uses established legal structures like agency law, fiduciary duties, or corporate governance as high-level blueprints to address trust, reliability, and cooperation challenges in AI alignment.
6/10
It suggests using legal theory to delineate appropriate forms of reasoning for AI decision-making.
Pathway 3 treats legal concepts as a structural blueprint.
5/10
Pathway 2 uses legal theory and interpretation as a guide for reasoning. This pathway adapts legal methods of decision-making, such as reasoning from precedent or using statutory construction, to help AI systems navigate novel or ambiguous scenarios.
4/10
This involves designing AI systems to comply with existing legal rules as if they were human actors. For example, a legally aligned system would refrain from fraudulent marketing or respect copyright laws regardless of whether those laws currently apply directly to the AI.
3/10
The paper defines legal alignment as a research field focused on designing AI systems to operate in accordance with legal frameworks.
The document identifies three primary pathways for implementing legal alignment.
Pathway 1 focuses on using legal rules and principles as normative content.
2/10
Legal Alignment for Safe and Ethical AI explores how legal rules, principles, and methods can be used to address artificial intelligence alignment problems and inform the design of safer, more ethical systems.
1/10
monitor the situation
wait this isn't webbing
