Designing Accountable Software Systems
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Report on the Designing Accountable Software Systems Workshop
arXiv:2606.02804v1 Announce Type: new Abstract: The Workshop on Designing Accountable Software Systems (DASS) was convened in November 2024 with support from the U.S. National Science Foundation to engage a wide range of current and future stakeholders from government, academia, and industry on the cross-disciplinary topic of accountability in software systems. Over two days, attendees engaged in a series of panels, invited talks, and breakout sessions covering: (1) the dimensions of...
When AI Builds Itself: Our progress toward recursive self-improvement
For most of AI’s history, humans drove every step in its development cycle. But at Anthropic, we are delegating a growing share of AI development to AI systems themselves, which is speeding up our work. Taken far enough, and given enough compute, that trend points to an AI system capable of fully autonomously designing and developing its own successor.
Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering
Computer Science > Software Engineering [Submitted on 20 Jan 2026] Title:Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering View PDF HTML (experimental)Abstract:LLM-based Multi-Agent (LLM-MA) systems are increasingly applied to automate complex software engineering tasks such as requirements engineering, code generation, and testing.
AI helped researchers bypass Apple M5 defenses
Apple devices have earned a reputation for being tough to break into. That comes from Apple's tight control over the hardware, software and many of the protections standing between you and an attacker. However, a new claim from security startup Calif shows how quickly the cybersecurity world may be changing.
AI helped researchers bypass Apple M5 defenses
Apple devices have earned a reputation for being tough to break into. That comes from Apple's tight control over the hardware, software and many of the protections standing between you and an attacker. However, a new claim from security startup Calif shows how quickly the cybersecurity world may be changing.
Honeywell's Quantinuum heads for Nasdaq debut as quantum computing gains momentum
Honeywell's Quantinuum heads for Nasdaq debut as quantum computing gains momentum June 4 : Honeywell's Quantinuum is set to make its U.S. market debut later on Thursday, after strong investor interest helped the quantum computing company raise $1.68 billion in an upsized initial public offering. Breakthroughs in the fast-growing technology have spurred bets that quantum machines could eventually outperform conventional computers on certain complex tasks. Sentiment was also buoyed after the...
Honeywell's Quantinuum set to open higher in Nasdaq debut after upsized IPO
Honeywell's Quantinuum set to open higher in Nasdaq debut after upsized IPO June 4 : Shares of Honeywell-backed Quantinuum were indicated to open 1.67 per cent above their initial public offering price in their Nasdaq debut on Thursday, giving the quantum computing company a potential valuation of about $15.82 billion. The stock was last indicated to trade at $61, compared with its IPO price of $60. Breakthroughs in the fast-growing technology have spurred bets that quantum machines could...
Vibe Coding Is Not Engineering
Vibe coding produces code. Engineering produces systems. The gap between those two things is where production failures live.
Apple's AI Can Now Change Your Passwords. What Could Possibly Go Wrong?
Image: Apple Apple's AI Can Now Change Your Passwords. What Could Possibly Go Wrong? Apple's new AI can automatically change compromised passwords, but giving an agent control of account credentials introduces risks involving prompt injection, lockouts, consent, and compromised devices.
$5 billion-plus company GitLab cuts hundreds of jobs, exits 22 countries; CEO blames it on AI
GitLab is laying off around 350 employees, roughly 14% of its workforce, and pulling out of 22 countries—a restructuring CEO Bill Staples is pinning on what he calls the "agentic era" of software development. The DevSecOps company announced the cuts on Tuesday alongside a first quarter that beat Wall Street, with revenue up 23% to $264.2 million and adjusted earnings two cents above estimates. Shares climbed 7% after hours to $34.05, pushing market cap past $5 billion.