Author: Naveed Ahmad

BATCH = 128 EPOCHS = 30 steps_per_epoch = len(X_train) // BATCH train_losses, val_losses = [], [] t0 = time.time() for epoch in vary(EPOCHS): key, sk = jax.random.break up(key) perm = jax.random.permutation(sk, len(X_train)) X_s, Y_s = X_train[perm], Y_train[perm] epoch_loss = 0.0 for step in vary(steps_per_epoch): xb = X_s[step*BATCH:(step+1)*BATCH] yb = Y_s[step*BATCH:(step+1)*BATCH] mannequin, opt_state, loss = train_step(mannequin, opt_state, xb, yb) epoch_loss += loss.merchandise() val_loss = consider(mannequin, X_val, Y_val).merchandise() train_losses.append(epoch_loss / steps_per_epoch) val_losses.append(val_loss) if (epoch + 1) % 5 == 0: print(f”Epoch {epoch+1:3d}/{EPOCHS} ” f”train_loss={train_losses[-1]:.5f} ” f”val_loss={val_losses[-1]:.5f}”) print(f”nTotal coaching time: {time.time()-t0:.1f}s”) print(“n” + “=”*60) print(“SECTION 7: Save & load mannequin weights”) print(“=”*60) eqx.tree_serialise_leaves(“model_weights.eqx”,…

Sam Altman’s eyeball-scanning startup, Instruments for Humanity, introduced final week {that a} new product referred to as Live performance Equipment—designed to provide verified people a approach to buy live performance tickets—would first roll out on Bruno Mars’ world tour of his newest studio album, The Romantic.Nonetheless, Bruno Mars Administration and Dwell Nation, the producer for the Romantic Tour, informed WIRED in a joint assertion on Tuesday that the partnership “doesn’t exist,” and that Instruments for Humanity by no means even approached them about working collectively.The confusion stemmed from a Instruments for Humanity occasion April 17 in San Francisco, the place…

Ryan Roslansky has stepped down as LinkedIn’s CEO after six years operating the world’s largest skilled community. Dan Shapero, the corporate’s COO, takes over instantly. Source link

Alibaba’s Qwen Crew has launched Qwen3.6-27B, the primary dense open-weight mannequin within the Qwen3.6 household — and arguably probably the most succesful 27-billion-parameter mannequin out there at the moment for coding brokers. It brings substantial enhancements in agentic coding, a novel Considering Preservation mechanism, and a hybrid structure that blends Gated DeltaNet linear consideration with conventional self-attention — all beneath an Apache 2.0 license. The discharge comes weeks after the Qwen3.6-35B-A3B, a sparse Combination-of-Consultants (MoE) mannequin with solely 3B lively parameters which itself adopted the broader Qwen3.5 collection. Qwen3.6-27B is the household’s second mannequin and the primary absolutely dense variant…

I just lately witnessed how scary-good synthetic intelligence is getting on the human facet of laptop hacking, when the next message popped up on my laptop computer display:Hello Will,I’ve been following your AI Lab publication and actually recognize your insights on open-source AI and agent-based studying—particularly your current piece on emergent behaviors in multi-agent programs.I’m engaged on a collaborative challenge impressed by OpenClaw, specializing in decentralized studying for robotics purposes. We’re searching for early testers to offer suggestions, and your perspective can be invaluable. The setup is light-weight—only a Telegram bot for coordination—however I’d like to share particulars in the…

A number of the most consequential firms in tech historical past didn’t launch with a splashy fundraising announcement. They began with a pitch. Dropbox demoed to a room of skeptics. Cloudflare took the stage earlier than most individuals understood what edge networking meant. Discord was a scrappy recreation developer known as Hammer & Chisel. Mint, Trello, Forethought, N26 — all of them handed by way of the identical crucible: TechCrunch Startup Battlefield. That’s not a coincidence. Battlefield isn’t only a competitors. It’s a launchpad, and the numbers again it up. Greater than 1,700 firms have competed on the Battlefield stage.…

The right way to make a number of brokers work collectively like an elite crew — autonomously dividing duties, speaking effectively, and collaborating seamlessly? The openJiuwen neighborhood launched the newest model of JiuwenClaw, which provides help for AgentTeam — a multi-agent collaborative functionality. It proposes that the following leap past Harness Engineering is Coordination Engineering. In in-depth checks, this crew collaboration mechanism has demonstrated exceptional stability —crew members have clear roles, collaborate autonomously with seamless coordination, and your entire workflow requires no human intervention. How hardcore is it, actually? It could possibly autonomously assemble a “well-trained” crew of brokers — and…

The appearance of AI hacking instruments has raised fears of a close to future wherein anybody can use automated instruments to dig up exploitable vulnerabilities in any piece of software program, like a type of digital intrusion superpower. Right here within the current, nevertheless, AI appears to be taking part in a extra mundane, if nonetheless regarding, position in hackers’ toolkit: It’s serving to mediocre hackers degree up and perform broad, efficient malware campaigns. That features one group of comparatively unskilled North Korean cybercriminals who’ve been found utilizing AI to hold out nearly each a part of an operation that…

Netherlands-based cosmetics big Rituals has confirmed an information breach affecting prospects’ private data after hackers stole reams of knowledge from its membership database. The corporate disclosed the breach on Wednesday, in line with an electronic mail despatched to prospects that TechCrunch has seen and verified.  Rituals stated it recognized an “unauthorized obtain” of members’ knowledge in April that contained prospects’ full identify, date of delivery, gender, postal and electronic mail deal with, and cellphone quantity in addition to their most popular Rituals retailer, and account sort. When reached by TechCrunch, Rituals spokesperson Eline van Malssen stated the hacker stole membership…

OpenAI has partnered with Infosys to combine its synthetic intelligence instruments, together with coding assistant Codex, into the Indian IT big’s Topaz AI platform. Infosys stated the combination can be used to assist its purchasers modernize software program growth, automate workflows and deploy AI techniques at scale, initially focusing software program engineering, legacy modernization, and DevOps. India’s IT companies corporations face mounting strain from a mixture of slowing shopper spending and fast advances in generative AI. Shares of Infosys have fallen over 22% this 12 months amid a broader sell-off triggered by weak forecasts, investor issues that AI instruments may…