Integrating Google Workspace APIs—comparable to Drive, Gmail, Calendar, and Sheets—into functions and knowledge pipelines sometimes requires writing boilerplate code to deal with REST endpoints, pagination, and OAuth 2.0 flows. Google AI crew simply launched a CLI Software (gws) for Google Workspace. The open-source googleworkspace/cli (invoked through the gws command) gives a unified, dynamic command-line interface to handle these companies. Designed for each human builders and AI brokers, gws eliminates the necessity for customized wrapper scripts by offering structured JSON outputs, native Mannequin Context Protocol (MCP) help, and automatic authentication workflows. Dynamic API Discovery Structure In contrast to conventional CLI instruments…
Author: Naveed Ahmad
Zoë Schiffer: Emil Michael, you must flip off your views on LinkedIn as a result of folks can see after they take a look at your cellphone.Brian Barrett: Yeah, that is a tip for Emil Michael for those who’re listening. After which, for those who hearken to Uncanny Valley, which you must.Leah Feiger: And that is actually the Trump official that is sort of main the struggle in opposition to Anthropic right here. He has these deep ties to the tech world and he is the Pentagon’s public enemy quantity one in every of anybody who’s attempting to cross the…
A typical merger-and-acquisition course of is time-consuming and costly, even for the biggest, well-staffed non-public fairness corporations. Along with spending numerous hours assembly with senior executives of potential targets and modeling monetary outcomes, these teams spend tens of millions of {dollars} on exterior advisers: accountants, attorneys, and administration consultants. Since bills for exterior advisers are usually not reimbursed if a deal falls via, PE corporations wait till they’re sure of their curiosity earlier than participating pricey specialists similar to consultants from McKinsey, BCG, or Bain to carry out in depth industrial analysis in the marketplace and the goal firm. DiligenceSquared,…
On this tutorial, we discover how we use Daft as a high-performance, Python-native knowledge engine to construct an end-to-end analytical pipeline. We begin by loading a real-world MNIST dataset, then progressively remodel it utilizing UDFs, characteristic engineering, aggregations, joins, and lazy execution. Additionally, we display methods to seamlessly mix structured knowledge processing, numerical computation, and machine studying. By the top, we’re not simply manipulating knowledge, we’re constructing a whole model-ready pipeline powered by Daft’s scalable execution engine. !pip -q set up daft pyarrow pandas numpy scikit-learn import os os.environ[“DO_NOT_TRACK”] = “true” import numpy as np import pandas as pd import…
OpenAI CEO Sam Altman remains to be within the scorching seat this week after his firm signed a cope with the US army. OpenAI workers have criticized the transfer, which got here after Anthropic’s roughly $200 million contract with the Pentagon imploded, and requested Altman to launch extra details about the settlement. Altman admitted it appeared “sloppy” in a social media post.Whereas this incident has turn out to be a serious information story, it could simply be the newest and most public instance of OpenAI creating obscure insurance policies round how the US army can entry its AI.In 2023, OpenAI’s…
Amazon is beginning to roll out its redesigned Fireplace TV cellular app to clients, the corporate introduced on Thursday. When you may beforehand solely use the app as a backup distant, the up to date expertise enables you to browse and uncover content material instantly out of your cellphone, handle your watchlist on the go, and play titles in your TV from the cellular app. “The up to date app turns smartphones right into a second display for locating what to observe subsequent, making it simple so as to add a good friend’s present suggestion to a watchlist even when…
Elon Musk-owned X introduced on Thursday that it’s revamping the social community’s Creator Subscriptions providing with quite a few new options, together with unique threads, a refreshed subscriptions paywall, a brand new dashboard, and a shareable subscriptions card, amongst different modifications. The corporate believes these updates will enable creators to draw extra followers and supply higher experiences, because it pushes to change into a much bigger a part of the creator financial system alongside Instagram, TikTok, YouTube, and Fb. X additionally highlighted the current launch of its “Paid Partnership” label, which is utilized to posts the place the content material…
Nominal on Thursday announced a contemporary $80M Collection B extension spherical at a $1 billion valuation, led by Founders Fund. This adopted the corporate’s $75M Collection B spherical led by Sequoia in September. Nominal presents software program that helps {hardware} engineers check their designs and commenced as a picks-and-shovels kind of startup for the protection trade. The three-and-a-half-year-old, L.A.-based firm says that within the final 10 months, it has landed 4 of the 5 largest protection contractors as prospects. CEO and co-founder Cameron McCord (pictured) is a former U.S. Navy submarine officer and Anduril alum, the protection tech firm, which…
OpenAI has launched Symphony, an open-source framework designed to handle autonomous AI coding brokers via structured ‘implementation runs.’ The mission gives a system for automating software program improvement duties by connecting situation trackers to LLM-based brokers. System Structure: Elixir and the BEAM Symphony is constructed utilizing Elixir and the Erlang/BEAM runtime. The selection of stack focuses on fault tolerance and concurrency. Since autonomous brokers usually carry out long-running duties which will fail or require retries, the BEAM’s supervision bushes permit Symphony to handle a whole lot of remoted implementation runs concurrently. The system makes use…
On this tutorial, we construct a complicated Tree-of-Ideas (ToT) multi-branch reasoning agent from scratch. As a substitute of counting on linear chain-of-thought reasoning, we design a system that generates a number of reasoning branches, scores every department utilizing a heuristic analysis perform, prunes weak candidates, and continues increasing solely the strongest paths. We mix an instruction-tuned transformer mannequin with a customized tree construction and implement beam-search fashion choice with depth-limited search. By grounding the system within the 24-game area, we create a transparent, goal benchmark for reasoning the place we are able to observe department enlargement, pruning, scoring, and objective…