Quoting Felix Rieseberg
The "old" version of Cowork runs model inference in the cloud, executing tool calls in an Anthropic-provided VM we shipped to your computer. We added the VM for capability, safety, and security reasons - mapping in just…
Daily edition · Python
The daily ledger
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
11 articles · 8 sources · 3 papers ·
How fast is Python 3.15?
It's October once again, and that means it is time to take the new release of Python for a spin (technically, it is the 3.15.0rc3 release that I'm using, the official 3.15 release is still a few days out). As I did with…
Create an AI Voice Agent for Customer Support
Why a Voice Agent Makes Sense for Support Customer support is shifting from static FAQs to real‑time, conversational experiences. Adding a voice channel lets you: Reduce friction for users who prefer speaking over…
Computer Vision: SIFT algorithm (Scale Invariant Feature Transform)
Elegant object matching from several viewpoints The post Computer Vision: SIFT algorithm (Scale Invariant Feature Transform) appeared first on Towards Data Science.
Python 3.15 Gets a Surprise RC3 and Other Python News for October 2026
Python 3.15 gets a surprise RC3, the first Packaging Council is elected, Polars 2.0 and SQLAlchemy 2.1 arrive, and AI APIs break Python code again.
Quiz: How to Launch an HTTP Server in One Line of Python Code
Test your understanding of Python's http.server module. Serve files with one command, run CGI scripts, and encrypt the connection with HTTPS.
How to Build a Cheap, Yet Reliable Model Router With Jev
Model routing can finally be a design choice rather than a system enhancement The post How to Build a Cheap, Yet Reliable Model Router With Jev appeared first on Towards Data Science.
Tryton News: Security Release for issue 15032
Jaisurya has discovered that the content of the HTML editor was not escaped. Impact CVSS v3.0 Base Score: 5.4 Attack Vector: Network Attack Complexity: Low Privileges Required: Low User Interaction: Required Scope:…
Tryton News: Security Release for issue 15035
lizparadox_ has discovered that the report name can be used to execute commands on the server. Impact CVSS v3.0 Base Score: 6.8 Attack Vector: Network Attack Complexity: Low Privileges Required: High User Interaction:…
Optimization for insertdict()
insertdict() (dictobject.c:2051) first calls _Py_dict_lookup() (dictobject.c:2071). On a miss, it then calls insert_combined_dict() (dictobject.c:1902), which calls find_empty_slot() (dictobject.c:1924) and probes the…
On-Premises Multi-Course RAG Tutoring for Business Education: Hardware-Software Trade-offs in a Campus AI Tutor
arXiv:2610.02510v1 Announce Type: cross Abstract: Campus AI tutors based on retrieval-augmented generation (RAG) must ground answers in assigned course materials while keeping textbooks and student dialogue on…