The dream of recursive self-improvement in AI—the place a system doesn’t simply get higher at a activity, however will get higher at studying—has lengthy been the ‘holy grail’ of the sector. Whereas theoretical fashions just like the Gödel Machine have existed for many years, they remained largely impractical in real-world settings. That modified with the Darwin Gödel Machine (DGM), which proved that open-ended self-improvement was achievable in coding. Nonetheless, DGM confronted a big hurdle: it relied on a set, handcrafted meta-level mechanism to generate enchancment directions. This restricted the system’s progress to the boundaries of its human-designed meta agent. Researchers…
Author: Naveed Ahmad
Few rivalries within the startup ecosystem are as intense (and sometimes bitter) because the race between Polymarket and Kalshi for dominance within the quickly rising prediction market enviornment. Regardless of their fierce competitors, the CEOs of each corporations are investing in 5(c) Capital, a brand new prediction market-focused VC agency launched by former Kalshi staff, Fortune and Bloomberg reported. 5(c) Capital, a reputation that references a regulatory clause governing prediction markets, is elevating $35 million for its first fund. Moreover Kalshi CEO Tarek Mansour and Polymarket CEO Shayne Coplan, notable buyers within the fund reportedly embody Marc Andreessen, by his…
Within the discipline of generative AI media, the business is transitioning from purely probabilistic pixel synthesis towards fashions able to structural reasoning. Luma Labs has simply launched Uni-1, a foundational picture mannequin designed to handle the ‘intent hole” inherent in customary diffusion pipelines. By implementing a reasoning section previous to era, Uni-1 shifts the workflow from immediate engineering’ to instruction following. The Structure: Decoder-Solely Autoregressive Transformers Whereas fashionable fashions like Steady Diffusion or Flux depend on denoising diffusion probabilistic fashions (DDPMs), Uni-1 makes use of a decoder-only autoregressive transformer structure. This shift is technically important…
Emil Michael, who serves as a senior technology official on the Division of Protection, is again within the highlight over the federal government’s ongoing battle with Anthropic, and a newly released podcast interview gives one of the detailed seems but into his considering on that dispute — in addition to an unguarded settling of previous scores from his Uber days. The interview, launched Monday and carried out final month by Joubin Mirzadegan, a accomplice at Kleiner Perkins who leads the enterprise agency’s portfolio working crew, coated a spread of subjects together with coverage and private historical past — and was…
Swish, a Bengaluru-based meals supply startup, has raised $38 million in a brand new funding spherical, because the 18-month-old firm continues to attract investor curiosity for its 10-minute contemporary meals supply service. The Collection B spherical, led by Hara International and Bain Capital Ventures, additionally noticed participation from Accel, Stride Ventures, and Alteria Capital. It values Swish at $139 million post-money, greater than double its valuation a 12 months in the past, and brings whole funding to $54 million. The funding comes as ultra-fast meals supply stays a difficult enterprise to maintain in India. Bigger platforms corresponding to Swiggy, Zepto,…
Apple Maps has by no means been thought of the crème de la crème of navigation apps (that honor clearly goes to Google Maps) and now, if studies are appropriate, its consumer expertise is about to get adverts, Bloomberg reports. Apple is gearing as much as introduce the change later this yr, with an official announcement about it as quickly as this month, sources inform Bloomberg. Advertisements might begin exhibiting up within the iOS Maps app sooner or later this summer season. Below the association, firms would bid for the chance to advertise their companies contained in the app together…
Final week, cybersecurity researchers uncovered a hacking marketing campaign concentrating on iPhone customers that used a sophisticated hacking software known as DarkSword. Now somebody has leaked a more recent model of DarkSword and revealed it on the code-sharing web site GitHub. Researchers are warning that this can enable any hacker to simply use the instruments to focus on iPhone customers operating older variations of Apple’s working techniques who haven’t but up to date to its newest iOS 26 software program. This doubtless impacts a whole lot of hundreds of thousands of actively used iPhones and iPads, based on Apple’s personal…
In a brand new viral video, Senator Bernie Sanders tried to reveal how the AI business is a menace to Individuals’ privateness, however ended up demonstrating how AI chatbots’ tendency to agree with and flatter their customers can lead the chatbots themselves to turn into a mirror of customers’ personal beliefs somewhat than a device for discovery. We’ve seen this downside earlier than amid the rising variety of individuals stricken by “AI psychosis,” which is when an AI chatbot reinforces a mentally unstable individual’s irrational ideas and beliefs. In some circumstances, this darkish sample has even led customers to take…
import asyncio import json import io import contextlib import re from dataclasses import dataclass from typing import Callable, Awaitable import nest_asyncio nest_asyncio.apply() TOOL_DEFINITIONS = [ { “name”: “execute_code”, “description”: “Execute Python code in the Colab kernel. Returns stdout, results, or errors. State persists between calls.” “parameters”: { “type”: “object”, “properties”: { “code”: {“type”: “string”, “description”: “Python code to execute”}, }, “required”: [“code”], } }, { “title”: “add_code_cell”, “description”: “Add a code cell to the pocket book at a given index.”, “parameters”: { “sort”: “object”, “properties”: { “cell_index”: {“sort”: “integer”, “description”: “Place to insert”}, “code”: {“sort”: “string”, “description”: “Python code for…
Lovable, the AI-powered app-building platform final valued at $6.6 billion, is on the hunt for acquisitions. On Monday, the startup’s co-founder and CEO, Anton Osika, introduced on X that the corporate was on the lookout for “extra nice groups and startups to affix Lovable.” “Most of the individuals in key roles at Lovable had been founders proper earlier than becoming a member of us,” he wrote in a post. “We’ve constructed our tradition in a method that makes founder-types thrive internally, having the ability to act autonomously and drive initiatives.” Osika steered that the chance would enable these engaged on…