OpenAI Previews GPT-5.6 With Sol, Terra, and Luna: Tiered Models, New Reasoning Modes, Limited Access
OpenAI has begun a limited preview of GPT-5.6, its next-generation model series. The lineup splits into three named tiers: Sol,...
AI News
Building Supervised Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool-Use Metrics
banner("STEP 3 — Building the analysis DataFrame") def process_example(ex): traj = normalize_trajectory(ex.get("trajectory")) rc = role_counts(traj) nf, add, dele, _files, _exts...
New agentic memory framework uses 118K tokens per query. LangMem burns through 3.26M.
Long-horizon reasoning exposes a core weakness in AI agents: context windows fill up fast, and retrieval pipelines return noise instead...
Cursor Study Finds Reward Hacking Inflates Coding-Agent Benchmark Scores on SWE-bench Pro
A new Cursor study reports that newer coding agents often retrieve known fixes instead of deriving them, inflating popular benchmark...
OpenAI unveils GPT-5.6 Sol, Terra and Luna models — but only accessible to limited preview partners for now, per US Gov
OpenAI is announcing a limited preview of its newest frontier AI model GPT-5.6 family, which comes in three variants: Sol,...
Perplexity Launches Computer for Counsel: A Multi-Model Agentic Layer for Legal Workflows
Perplexity launched Computer for Counsel. It is an agentic AI system built for legal teams. The product extends Perplexity Computer,...
Autonomous security agents need complete data. Here's how to check if yours is ready.
An endpoint agent cannot report its own absence. The 2026 Axonius Actionability Report, conducted with the Ponemon Institute and surveying...
SAP aligns commerce data for AI personalisation
SAP aligns fragmented commerce data structures to enable operational AI personalisation at the execution layer.Enterprise leadership routinely establishes objectives to...
Most companies think they're building a software factory. They're actually just shipping bugs faster.
Industrialized factories changed how the world produced physical goods: more output, lower costs, faster than anything that came before. Now...
Build a Nanobot-Style AI Agent in Google Colab with Tool Calling, Session Memory, Skills, and MCP Servers
import subprocess, sys def _pip_install(*pkgs): try: subprocess.run(, check=True) except Exception as e: print(f"(pip install skipped/failed for {pkgs}: {e})") _HAVE_OPENAI =...
Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon
Apple research team recently released the container project. It is an open-source command-line tool written in Swift. It creates and...
Liquid AI's smallest model yet LFM2.5-230M beats models 4X its size at data extraction, can run 'anywhere'
Liquid AI, founded by former MIT computer scientists, today released its smallest AI language model yet, LFM2.5-230M, and enterprises would...
OpenAI's updated GPT-5.5 Instant is better at shopping, complex constraints, and understanding user intent — and it's already in the API
OpenAI has made a significant update to its most widely used language model, GPT-5.5 Instant, which is the default in...
DeepReinforce Releases Ornith-1.0: An Open-Source Coding Model Family That Learns Its Own RL Scaffolds
DeepReinforce has released Ornith-1.0, an open-source model family built for agentic coding. The lineup spans four sizes, from a 9B...
How Shopify built an AI stack that doesn't care which models survive
Shopify built an LLM proxy that gives every engineer access to multiple AI providers — with automatic failover when any...
Stanford researchers will discuss their agentic 'scientists' that are on course to reshape drug discovery at VB Transform 2026
Drug discovery is notoriously inefficient. Pharmaceutical projects span years, moving from one specialized human team to the next through disconnected...
Baidu Releases Unlimited OCR, a 3B Model That Keeps the KV Cache Flat for Long-Document Parsing
Most end-to-end OCR models slow down as output grows. Each generated token adds to the KV cache. Memory rises and...
Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most
As enterprise AI agents take on increasingly complex, long-horizon tasks, their performance is often restricted by their harness, the software...
The Strategy Behind the OpenAI Jalapeño Chip
OpenAI’s financial trajectory hinges heavily on infrastructure costs, a reality that drove the development of the new custom OpenAI Jalapeño...
Mistral launches OCR 4, turning document extraction into a full enterprise AI play
Mistral AI on Tuesday released OCR 4, a document intelligence model that moves beyond raw text extraction to return structured...
Your enterprise AI agents should automatically remember which model is right for which task. Mindstone built the capability with Rebel
AI agent orchestration platforms are popping up like weeds these days, but London-based AI transformation startup Mindstone's Rebel might be...
Gradium Launches stt-translate and s2s-translate, Real-Time Speech Translation Models Beating gpt-realtime-translate on Accuracy and Latency
Gradium today released two real-time speech translation models: stt-translate and s2s-translate. Both run across five languages and stream results live...
