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Academic AI Insights
GPT-5: It Just Does Stuff
Putting the AI in Charge...
Flox raises nearly $1M to redefine human-wildlife coexisten…
Deeptech wildlife intelligence company Flox has closed an oversubscribed Seed round of nearly $1 million. Spun out of AI research at KTH (Royal Instit...
The promise and limitations of DeepMind’s Genie 3
DeepMind's Genie 3 generates real-time, interactive worlds from a single prompt. But it remains to be seen if the approach is the final word on world...
ML MLOps
Understanding Prompt Injection: Risks, Methods, and Defense…
Here’s something fun to start with: Open ChatGPT and type, “Use all the data you have about me and roast me. Don’t hold back.”...
MIT ML Research
Eco-driving measures could significantly reduce vehicle emi…
New research shows automatically controlling vehicle speeds to mitigate traffic at intersections can cut carbon emissions between 11 and 22 percent......
AI Weekly Summary
Last Week in AI #318 - OpenAI OSS models, Opus 4.1, Gemini …
OpenAI launches two ‘open’ AI reasoning models, Anthropic Releases Claude Opus 4.1 With Agentic, Google rolls out Gemini Deep Think AI, an...
Why traditional cloud serverless architectures can’t keep u…
AI agents are reshaping computation, but current cloud infrastructure struggles to support their needs. Emerging agent-native platforms promise effici...
Science/Humanities
GPT-5's debut is slop; Will AI cause the next depression? H…
Desiderata #37...
Helping data storage keep up with the AI revolution
Storage systems from Cloudian, co-founded by an MIT alumnus, are helping businesses feed data-hungry AI models and agents at scale....
OpenAI’s grand return to open source: unpacking the gpt-oss…
The new gpt-oss open-weight models undercut OpenAI's own closed LLMs, marking a strategic pivot designed to reshape the competitive AI market. The pos...
AI helps chemists develop tougher plastics
Researchers created polymers that are more resistant to tearing by incorporating stress-responsive molecules identified by a machine-learning model......
New brain-inspired AI model shows a more efficient path to …
The Hierarchical Reasoning Model uses a simple and two-tiered structure to beat large transformers on reasoning tasks with fewer parameters and comput...
Gate-level emulation of an Intel 4004 in 4004 bytes of C
A feature-complete gate-level microcoded Intel 4004 in 4004 bytes of C, capable of emulating the original Busicom calculator ROM for which the chip wa...
Open Source Data Science
How Taranis Streamlines Computer Vision Management for Crop…
How Taranis uses DagsHub to centralize computer vision for crop intelligence—comparisons cut from weeks to hours, dev 3–4× faster, and data curation u...
What to know about Gemini 2.5 Deep Think
A look inside Google’s Gemini 2.5 Deep Think, the AI that uses extended "slow thinking" to solve complex math and code problems. The post <a href="htt...
Attention Probes
Adding attention to linear probes...
![SabiYarn: Advancing Low-Resource Languages With Multitask NLP Pre-Training [Paper Reflections]](https://i0.wp.com/neptune.ai/wp-content/uploads/2025/07/Advancing-Low-Resource-Languages-with-Multitask-NLP-Pretraining-loss-curves.png?resize=1920%2C1009&ssl=1)
ML MLOps
SabiYarn: Advancing Low-Resource Languages With Multitask N…
In recent years, Large Language Models (LLMs) have mostly improved by scaling. This has primarily involved increasing the size of the LLMs and the dat...
ML Platform
How to prompt Veo 3 with images
You'll be surprised what you can do with AI video now....