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A developer has released doerkit, an open-source assessment-first course that uses an LLM to grade written answers against a rubric, wrapped in spaced cumulative review. The system, built by Michael Tuszynski, includes s…
A joint analysis from SEMI, McKinsey & Co. and the National Science Foundation warns that the US semiconductor industry could fall 88,000 to 157,000 workers short of the 189,000 needed by 2030, as engineering graduates i…
A developer running a fleet of Claude Code agents has replaced system-prompt behavioral rules with stop hooks—shell scripts that run after every model response and enforce hard constraints that the model cannot override.…
SambaNova Systems, an AI chip startup founded in 2017, is in acquisition talks with Intel at a potential deal value of about $1.6 billion, according to reports from Wired and Bloomberg, contradicting an unverified claim …
A new study from Northeastern University professor Christoph Riedl finds that managers often devalue employees' work once they learn AI played a part, creating a 'AI penalty' where workers face consequences for disclosin…
Tata Consultancy Services plans to build a team of up to 8,900 forward-deployed AI engineers and is seeking acquisition targets in AI and cybersecurity, CEO K Krithivasan said. The move aims to defend India's IT services…
Microsoft is losing its ability to protect licensing revenue as customers increasingly resist price hikes and shift to alternatives, according to The Register's analysis. The software giant faces growing pressure from AI…
Chinese President Xi Jinping will deliver a keynote speech at the opening ceremony of the World AI Conference in Shanghai starting Friday, marking his first appearance at the country's flagship AI event. The attendance s…
A 21-year-old founder at Turbo AI, Sarthak Dhawan, spent $30,000 on AI tokens in a single month, roughly 13 times the median monthly spend of $2,246, according to data from Ramp. Dhawan defended the expense as necessary …
A developer at Betsson argues that AI coding costs should be treated as capital investments rather than expenses to cut, citing examples like Uber burning through its 2026 AI budget in four months and Microsoft pulling C…
China's Z.ai released GLM-5.2, a free open-source AI model with a 1 million-token context window, drawing comparisons to DeepSeek. In tests, the model performed well on email writing, product recommendations, and trip pl…
A developer building an AI content detector discovered that high accuracy claims are misleading, as even a 0.1% false positive rate can wrongly accuse thousands of real people. The tool's probabilistic nature and lack of…
A developer's comparison of seven alternatives to Lovable, an AI web app builder, highlights structural problems like credit system costs, the 'doom loop' of iterative fixes, and a 70% completion wall. Momen is featured …
ASSET Research Group and Sudipta Chattopadhyay published a proof-of-concept attack called Ghostcommit that hides a prompt-injection instruction inside a PNG image, passes AI code review, and later induces a coding agent …
Developer Dan Nwaneri built Nightwatch, a system that uses a Cloudflare Worker and an LLM to filter live soccer match events and send Telegram alerts only for high-significance moments, such as goals and red cards, while…
Amazon has cut more than 57,000 corporate jobs since 2022, about 16% of its corporate workforce, while planning to spend roughly $200 billion on AI infrastructure by 2026, the largest single-year capital expenditure in c…
FluidifyAI has released Regen, a free, open-source (AGPLv3) alternative to PagerDuty and Grafana OnCall that offers unlimited alert noise reduction, incidents, on-call schedules, and AI-powered postmortems and handoff di…
Conductor 0.75.0 adds GPT-5.6 Luna to the Codex model picker, introduces a PR badge with an Open in GitHub action, and improves agent review comment reading. The update also includes a new terminal engine for persistent …
Brandon Gubitosa of CodeRabbit reports that 2026 is becoming the year of AI quality, as engineering teams shift from generating code to understanding and trusting AI output. Stack Overflow's 2025 Developer Survey found 8…
Claude Code users running the Fable 5 architecture now pay API rates instead of a flat subscription, with input tokens consuming 60-75% of total usage and system overhead accounting for 15-30% of input tokens. To cut cos…